From fc3c7ae8a2c4fc2b768ae50906d8c89f3d52f64b Mon Sep 17 00:00:00 2001 From: sickn33 Date: Fri, 20 Mar 2026 09:05:02 +0100 Subject: [PATCH] meta(skills): Add skill audit and safe metadata fixes Add repo-wide auditing and targeted repair scripts for skill metadata. Fix truncated descriptions automatically, keep heading normalization conservative, and remove synthetic boilerplate sections that degrade editorial quality while regenerating repo indexes and catalogs. Fixes #365 --- CATALOG.md | 720 +-- data/bundles.json | 167 +- data/catalog.json | 5657 ++++++++--------- docs/contributors/quality-bar.md | 11 + docs/maintainers/audit.md | 12 + package.json | 5 + skills/00-andruia-consultant/SKILL.md | 1 - skills/10-andruia-skill-smith/SKILL.md | 1 - skills/20-andruia-niche-intelligence/SKILL.md | 2 - skills/3d-web-experience/SKILL.md | 2 +- skills/active-directory-attacks/SKILL.md | 2 +- skills/advanced-evaluation/SKILL.md | 3 +- skills/agent-evaluation/SKILL.md | 2 +- skills/agent-framework-azure-ai-py/SKILL.md | 2 +- skills/agent-manager-skill/SKILL.md | 3 +- skills/agent-memory-systems/SKILL.md | 2 +- skills/agent-tool-builder/SKILL.md | 2 +- skills/agentfolio/SKILL.md | 1 - skills/agentic-actions-auditor/SKILL.md | 1 - skills/ai-agents-architect/SKILL.md | 2 +- skills/ai-product/SKILL.md | 2 +- skills/ai-wrapper-product/SKILL.md | 2 +- skills/airtable-automation/SKILL.md | 1 - skills/algolia-search/SKILL.md | 3 - skills/algorithmic-art/SKILL.md | 2 +- skills/alpha-vantage/SKILL.md | 3 +- skills/amazon-alexa/SKILL.md | 2 +- skills/analytics-product/SKILL.md | 2 +- skills/andrej-karpathy/SKILL.md | 2 +- skills/angular-best-practices/SKILL.md | 3 +- skills/angular-migration/SKILL.md | 2 +- skills/animejs-animation/SKILL.md | 1 - skills/anti-reversing-techniques/SKILL.md | 2 +- skills/api-design-principles/SKILL.md | 2 +- skills/api-fuzzing-bug-bounty/SKILL.md | 2 +- skills/api-patterns/SKILL.md | 1 - skills/apify-actor-development/SKILL.md | 3 +- skills/apify-actorization/SKILL.md | 2 +- skills/apify-audience-analysis/SKILL.md | 1 - .../SKILL.md | 3 +- skills/apify-competitor-intelligence/SKILL.md | 1 - skills/apify-content-analytics/SKILL.md | 1 - skills/apify-ecommerce/SKILL.md | 2 +- skills/apify-influencer-discovery/SKILL.md | 1 - skills/apify-lead-generation/SKILL.md | 3 +- skills/apify-market-research/SKILL.md | 1 - skills/apify-trend-analysis/SKILL.md | 1 - skills/apify-ultimate-scraper/SKILL.md | 3 +- skills/architecture-decision-records/SKILL.md | 2 +- skills/architecture-patterns/SKILL.md | 2 +- .../ask-questions-if-underspecified/SKILL.md | 1 - skills/astropy/SKILL.md | 2 +- skills/async-python-patterns/SKILL.md | 2 +- skills/audio-transcriber/SKILL.md | 1 - skills/audit-context-building/SKILL.md | 3 +- skills/auri-core/SKILL.md | 1201 ++-- skills/auth-implementation-patterns/SKILL.md | 2 +- skills/autonomous-agent-patterns/SKILL.md | 2 +- skills/autonomous-agents/SKILL.md | 2 +- skills/aws-penetration-testing/SKILL.md | 2 +- skills/aws-serverless/SKILL.md | 2 +- skills/azd-deployment/SKILL.md | 2 +- skills/azure-ai-contentsafety-java/SKILL.md | 2 +- skills/azure-ai-contentsafety-ts/SKILL.md | 2 +- .../SKILL.md | 2 +- skills/azure-ai-formrecognizer-java/SKILL.md | 2 +- skills/azure-ai-projects-py/SKILL.md | 2 +- skills/azure-ai-projects-ts/SKILL.md | 2 +- skills/azure-ai-translation-ts/SKILL.md | 2 +- skills/azure-ai-voicelive-py/SKILL.md | 2 +- skills/azure-appconfiguration-ts/SKILL.md | 2 +- .../SKILL.md | 2 +- .../SKILL.md | 2 +- skills/azure-communication-chat-java/SKILL.md | 2 +- skills/azure-cosmos-db-py/SKILL.md | 2 +- skills/azure-data-tables-java/SKILL.md | 2 +- skills/azure-eventhub-ts/SKILL.md | 2 +- skills/azure-functions/SKILL.md | 2 +- skills/azure-identity-java/SKILL.md | 2 +- skills/azure-identity-ts/SKILL.md | 2 +- .../azure-mgmt-mongodbatlas-dotnet/SKILL.md | 2 +- .../SKILL.md | 2 +- .../SKILL.md | 1 - .../azure-monitor-opentelemetry-ts/SKILL.md | 2 +- skills/azure-search-documents-ts/SKILL.md | 2 +- skills/azure-servicebus-ts/SKILL.md | 2 +- skills/azure-storage-blob-java/SKILL.md | 2 +- skills/azure-web-pubsub-ts/SKILL.md | 2 +- skills/backend-dev-guidelines/SKILL.md | 5 +- skills/backtesting-frameworks/SKILL.md | 2 +- skills/basecamp-automation/SKILL.md | 1 - skills/bdi-mental-states/SKILL.md | 3 +- skills/bill-gates/SKILL.md | 2 +- skills/billing-automation/SKILL.md | 2 +- skills/binary-analysis-patterns/SKILL.md | 2 +- skills/biopython/SKILL.md | 2 +- skills/bitbucket-automation/SKILL.md | 1 - skills/blockrun/SKILL.md | 3 +- skills/blog-writing-guide/SKILL.md | 2 +- skills/box-automation/SKILL.md | 3 +- skills/brand-guidelines-anthropic/SKILL.md | 2 +- skills/brand-guidelines-community/SKILL.md | 2 +- skills/brevo-automation/SKILL.md | 2 +- skills/broken-authentication/SKILL.md | 2 +- skills/browser-automation/SKILL.md | 2 +- skills/browser-extension-builder/SKILL.md | 2 +- skills/bun-development/SKILL.md | 2 +- skills/burp-suite-testing/SKILL.md | 2 +- skills/burpsuite-project-parser/SKILL.md | 1 - skills/calendly-automation/SKILL.md | 1 - skills/canvas-design/SKILL.md | 2 +- .../carrier-relationship-management/SKILL.md | 2 - .../SKILL.md | 1 - skills/cc-skill-security-review/SKILL.md | 5 +- .../SKILL.md | 2 +- skills/cirq/SKILL.md | 2 +- skills/citation-management/SKILL.md | 2 +- skills/claimable-postgres/SKILL.md | 1 - skills/clarity-gate/SKILL.md | 1 - skills/claude-code-expert/SKILL.md | 2 +- skills/claude-code-guide/SKILL.md | 2 +- skills/claude-d3js-skill/SKILL.md | 2 +- .../claude-in-chrome-troubleshooting/SKILL.md | 1 - skills/clean-code/SKILL.md | 2 +- skills/clerk-auth/SKILL.md | 3 - skills/clickup-automation/SKILL.md | 1 - skills/closed-loop-delivery/SKILL.md | 1 - skills/cloud-penetration-testing/SKILL.md | 2 +- .../code-documentation-code-explain/SKILL.md | 2 +- .../code-documentation-doc-generate/SKILL.md | 2 +- .../code-refactoring-refactor-clean/SKILL.md | 2 +- skills/code-review-excellence/SKILL.md | 2 +- skills/codebase-cleanup-deps-audit/SKILL.md | 2 +- .../codebase-cleanup-refactor-clean/SKILL.md | 2 +- skills/competitive-landscape/SKILL.md | 2 +- skills/competitor-alternatives/SKILL.md | 2 +- skills/computer-use-agents/SKILL.md | 2 +- skills/confluence-automation/SKILL.md | 1 - skills/constant-time-analysis/SKILL.md | 3 +- skills/content-creator/SKILL.md | 3 +- skills/context-compression/SKILL.md | 5 +- skills/context-degradation/SKILL.md | 5 +- skills/context-driven-development/SKILL.md | 2 +- skills/context-fundamentals/SKILL.md | 5 +- skills/context-optimization/SKILL.md | 5 +- skills/context-window-management/SKILL.md | 2 +- skills/convex/SKILL.md | 1 - skills/copilot-sdk/SKILL.md | 2 +- skills/copy-editing/SKILL.md | 2 +- skills/copywriting/SKILL.md | 1 - skills/cost-optimization/SKILL.md | 2 +- skills/cred-omega/SKILL.md | 2 +- skills/crewai/SKILL.md | 2 +- skills/crypto-bd-agent/SKILL.md | 2 +- skills/customs-trade-compliance/SKILL.md | 2 - skills/data-storytelling/SKILL.md | 2 +- skills/data-structure-protocol/SKILL.md | 1 - .../SKILL.md | 2 +- skills/database-migration/SKILL.md | 2 +- skills/dbos-golang/SKILL.md | 3 +- skills/dbos-python/SKILL.md | 3 +- skills/dbos-typescript/SKILL.md | 3 +- skills/dbt-transformation-patterns/SKILL.md | 2 +- skills/debug-buttercup/SKILL.md | 7 +- skills/debugging-strategies/SKILL.md | 2 +- skills/deep-research/SKILL.md | 2 +- .../dependency-management-deps-audit/SKILL.md | 2 +- skills/dependency-upgrade/SKILL.md | 2 +- skills/deployment-pipeline-design/SKILL.md | 2 +- skills/design-spells/SKILL.md | 1 - skills/devcontainer-setup/SKILL.md | 1 - skills/devops-deploy/SKILL.md | 2 +- skills/differential-review/SKILL.md | 6 +- skills/discord-automation/SKILL.md | 1 - skills/dispatching-parallel-agents/SKILL.md | 1 - .../SKILL.md | 2 +- skills/distributed-tracing/SKILL.md | 2 +- skills/doc-coauthoring/SKILL.md | 2 +- skills/docker-expert/SKILL.md | 2 +- .../SKILL.md | 2 +- skills/docx-official/SKILL.md | 2 +- skills/dotnet-backend-patterns/SKILL.md | 2 +- skills/dotnet-backend/SKILL.md | 1 - skills/dropbox-automation/SKILL.md | 1 - skills/e2e-testing-patterns/SKILL.md | 2 +- skills/earllm-build/SKILL.md | 2 +- skills/elon-musk/SKILL.md | 2 +- skills/email-sequence/SKILL.md | 2 +- skills/email-systems/SKILL.md | 2 +- skills/embedding-strategies/SKILL.md | 2 +- skills/emblemai-crypto-wallet/SKILL.md | 1 - skills/emergency-card/SKILL.md | 1 - skills/employment-contract-templates/SKILL.md | 2 +- skills/energy-procurement/SKILL.md | 2 - skills/error-debugging-error-trace/SKILL.md | 2 +- skills/error-handling-patterns/SKILL.md | 2 +- skills/ethical-hacking-methodology/SKILL.md | 2 +- skills/evaluation/SKILL.md | 3 +- skills/event-sourcing-architect/SKILL.md | 2 +- skills/evolution/SKILL.md | 6 +- skills/explain-like-socrates/SKILL.md | 5 +- skills/fastapi-router-py/SKILL.md | 2 +- skills/file-organizer/SKILL.md | 2 +- skills/file-path-traversal/SKILL.md | 2 +- skills/file-uploads/SKILL.md | 2 +- skills/filesystem-context/SKILL.md | 3 +- skills/firebase/SKILL.md | 2 +- skills/fixing-accessibility/SKILL.md | 3 +- skills/fixing-metadata/SKILL.md | 8 +- skills/fixing-motion-performance/SKILL.md | 3 +- skills/fp-pipe-ref/SKILL.md | 1 - skills/free-tool-strategy/SKILL.md | 2 +- skills/freshdesk-automation/SKILL.md | 1 - skills/frontend-design/SKILL.md | 2 +- skills/frontend-dev-guidelines/SKILL.md | 5 +- skills/frontend-ui-dark-ts/SKILL.md | 2 +- skills/gcp-cloud-run/SKILL.md | 2 +- skills/gdpr-data-handling/SKILL.md | 2 +- skills/gemini-api-dev/SKILL.md | 2 +- skills/geo-fundamentals/SKILL.md | 1 - skills/geoffrey-hinton/SKILL.md | 3 +- skills/gha-security-review/SKILL.md | 2 +- skills/git-advanced-workflows/SKILL.md | 2 +- skills/git-pushing/SKILL.md | 3 +- skills/github-actions-templates/SKILL.md | 2 +- skills/github-automation/SKILL.md | 1 - skills/github-issue-creator/SKILL.md | 2 +- skills/github-workflow-automation/SKILL.md | 2 +- skills/gitlab-automation/SKILL.md | 1 - skills/gitlab-ci-patterns/SKILL.md | 2 +- skills/gitops-workflow/SKILL.md | 2 +- skills/gmail-automation/SKILL.md | 5 +- skills/go-playwright/SKILL.md | 1 - skills/google-calendar-automation/SKILL.md | 5 +- skills/google-docs-automation/SKILL.md | 5 +- skills/google-drive-automation/SKILL.md | 5 +- skills/google-sheets-automation/SKILL.md | 6 +- skills/google-slides-automation/SKILL.md | 5 +- skills/googlesheets-automation/SKILL.md | 1 - skills/grafana-dashboards/SKILL.md | 2 +- skills/graphql/SKILL.md | 2 +- skills/growth-engine/SKILL.md | 3 +- skills/helm-chart-scaffolding/SKILL.md | 2 +- skills/hig-components-controls/SKILL.md | 2 +- skills/hig-components-menus/SKILL.md | 2 +- skills/hig-inputs/SKILL.md | 2 +- skills/hig-technologies/SKILL.md | 2 +- skills/hosted-agents/SKILL.md | 5 +- skills/html-injection-testing/SKILL.md | 2 +- skills/hubspot-automation/SKILL.md | 1 - skills/hubspot-integration/SKILL.md | 2 +- skills/hugging-face-cli/SKILL.md | 2 +- skills/hugging-face-dataset-viewer/SKILL.md | 243 +- skills/hugging-face-evaluation/SKILL.md | 1 - skills/hugging-face-jobs/SKILL.md | 2 +- skills/hugging-face-model-trainer/SKILL.md | 2 +- skills/hugging-face-paper-publisher/SKILL.md | 1 - skills/hugging-face-tool-builder/SKILL.md | 2 +- skills/hybrid-cloud-networking/SKILL.md | 2 +- skills/iconsax-library/SKILL.md | 1 - skills/idor-testing/SKILL.md | 2 +- skills/ilya-sutskever/SKILL.md | 2 +- skills/image-studio/SKILL.md | 2 +- skills/incident-runbook-templates/SKILL.md | 2 +- skills/infinite-gratitude/SKILL.md | 1 - skills/inngest/SKILL.md | 2 +- skills/interactive-portfolio/SKILL.md | 2 +- skills/internal-comms-anthropic/SKILL.md | 2 +- skills/internal-comms-community/SKILL.md | 2 +- skills/inventory-demand-planning/SKILL.md | 2 - skills/istio-traffic-management/SKILL.md | 2 +- skills/iterate-pr/SKILL.md | 1 - skills/javascript-mastery/SKILL.md | 2 +- skills/javascript-testing-patterns/SKILL.md | 2 +- skills/jira-automation/SKILL.md | 1 - skills/k8s-manifest-generator/SKILL.md | 2 +- skills/k8s-security-policies/SKILL.md | 2 +- skills/kaizen/SKILL.md | 1 - skills/keyword-extractor/SKILL.md | 3 +- skills/kpi-dashboard-design/SKILL.md | 2 +- skills/langchain-architecture/SKILL.md | 2 +- skills/langfuse/SKILL.md | 2 +- skills/langgraph/SKILL.md | 2 +- skills/launch-strategy/SKILL.md | 2 +- skills/linkedin-cli/SKILL.md | 2 - skills/linkerd-patterns/SKILL.md | 2 +- skills/lint-and-validate/SKILL.md | 3 +- skills/linux-privilege-escalation/SKILL.md | 2 +- skills/linux-shell-scripting/SKILL.md | 2 +- skills/llm-app-patterns/SKILL.md | 2 +- skills/llm-evaluation/SKILL.md | 2 +- skills/llm-ops/SKILL.md | 3 +- skills/local-legal-seo-audit/SKILL.md | 1 - .../logistics-exception-management/SKILL.md | 2 - skills/loki-mode/SKILL.md | 2 +- skills/magic-animator/SKILL.md | 1 - skills/magic-ui-generator/SKILL.md | 1 - skills/makepad-font/SKILL.md | 1 - skills/makepad-reference/SKILL.md | 7 +- skills/makepad-widgets/SKILL.md | 6 +- skills/market-sizing-analysis/SKILL.md | 2 +- skills/matematico-tao/SKILL.md | 2 +- skills/matplotlib/SKILL.md | 2 +- skills/mcp-builder-ms/SKILL.md | 3 +- skills/mcp-builder/SKILL.md | 2 +- skills/memory-forensics/SKILL.md | 2 +- skills/memory-safety-patterns/SKILL.md | 2 +- skills/memory-systems/SKILL.md | 3 +- skills/metasploit-framework/SKILL.md | 2 +- skills/micro-saas-launcher/SKILL.md | 2 +- skills/microservices-patterns/SKILL.md | 2 +- skills/ml-pipeline-workflow/SKILL.md | 2 +- skills/mobile-design/SKILL.md | 2 +- skills/modern-javascript-patterns/SKILL.md | 2 +- skills/monday-automation/SKILL.md | 1 - skills/monetization/SKILL.md | 2 +- skills/monorepo-management/SKILL.md | 2 +- .../moodle-external-api-development/SKILL.md | 2 +- skills/multi-advisor/SKILL.md | 2 +- skills/multi-agent-brainstorming/SKILL.md | 1 - skills/multi-agent-patterns/SKILL.md | 3 +- skills/multi-cloud-architecture/SKILL.md | 2 +- skills/n8n-validation-expert/SKILL.md | 2 +- skills/n8n-workflow-patterns/SKILL.md | 2 +- skills/native-data-fetching/SKILL.md | 1 - skills/neon-postgres/SKILL.md | 5 +- skills/nerdzao-elite-gemini-high/SKILL.md | 1 - skills/nerdzao-elite/SKILL.md | 1 - skills/nestjs-expert/SKILL.md | 2 +- skills/network-101/SKILL.md | 2 +- skills/networkx/SKILL.md | 2 +- skills/nextjs-app-router-patterns/SKILL.md | 2 +- skills/nft-standards/SKILL.md | 2 +- skills/nodejs-backend-patterns/SKILL.md | 2 +- skills/nodejs-best-practices/SKILL.md | 1 - skills/nosql-expert/SKILL.md | 1 - skills/notebooklm/SKILL.md | 2 +- skills/notion-template-business/SKILL.md | 2 +- .../SKILL.md | 2 +- skills/on-call-handoff-patterns/SKILL.md | 2 +- skills/onboarding-cro/SKILL.md | 2 +- skills/one-drive-automation/SKILL.md | 1 - skills/oss-hunter/SKILL.md | 1 - skills/outlook-automation/SKILL.md | 1 - skills/paid-ads/SKILL.md | 2 +- skills/paypal-integration/SKILL.md | 2 +- skills/paywall-upgrade-cro/SKILL.md | 2 +- skills/pci-compliance/SKILL.md | 2 +- skills/pdf-official/SKILL.md | 2 +- skills/pentest-checklist/SKILL.md | 2 +- skills/pentest-commands/SKILL.md | 2 +- skills/personal-tool-builder/SKILL.md | 2 +- skills/pipedrive-automation/SKILL.md | 1 - skills/plaid-fintech/SKILL.md | 5 +- skills/plan-writing/SKILL.md | 1 - skills/planning-with-files/SKILL.md | 2 +- skills/playwright-skill/SKILL.md | 2 +- skills/plotly/SKILL.md | 1 - skills/podcast-generation/SKILL.md | 2 +- skills/polars/SKILL.md | 1 - skills/postgres-best-practices/SKILL.md | 3 +- skills/postmortem-writing/SKILL.md | 2 +- skills/pptx-official/SKILL.md | 2 +- skills/pr-writer/SKILL.md | 2 +- skills/prisma-expert/SKILL.md | 2 +- skills/privacy-by-design/SKILL.md | 1 - skills/privilege-escalation-methods/SKILL.md | 2 +- skills/product-design/SKILL.md | 2 +- skills/product-inventor/SKILL.md | 3 +- skills/product-manager-toolkit/SKILL.md | 2 +- skills/production-scheduling/SKILL.md | 2 - skills/professional-proofreader/SKILL.md | 3 +- skills/project-development/SKILL.md | 5 +- skills/prometheus-configuration/SKILL.md | 2 +- skills/prompt-caching/SKILL.md | 2 +- skills/prompt-engineer/SKILL.md | 1 - skills/prompt-engineering-patterns/SKILL.md | 2 +- skills/prompt-library/SKILL.md | 2 +- skills/protocol-reverse-engineering/SKILL.md | 2 +- skills/pydantic-models-py/SKILL.md | 2 +- skills/python-packaging/SKILL.md | 2 +- skills/python-patterns/SKILL.md | 1 - skills/qiskit/SKILL.md | 2 +- skills/quality-nonconformance/SKILL.md | 2 - skills/rag-engineer/SKILL.md | 2 +- skills/react-best-practices/SKILL.md | 5 +- skills/react-flow-architect/SKILL.md | 2 +- skills/react-flow-node-ts/SKILL.md | 2 +- skills/react-modernization/SKILL.md | 2 +- skills/react-native-architecture/SKILL.md | 2 +- skills/readme/SKILL.md | 2 +- skills/receiving-code-review/SKILL.md | 2 +- skills/red-team-tools/SKILL.md | 2 +- skills/referral-program/SKILL.md | 2 +- skills/remotion-best-practices/SKILL.md | 3 +- skills/remotion/SKILL.md | 1 - skills/returns-reverse-logistics/SKILL.md | 2 - skills/saga-orchestration/SKILL.md | 2 +- skills/salesforce-development/SKILL.md | 5 +- skills/sam-altman/SKILL.md | 3 +- skills/sast-configuration/SKILL.md | 2 +- skills/scanning-tools/SKILL.md | 2 +- skills/scanpy/SKILL.md | 2 +- skills/scientific-writing/SKILL.md | 2 +- skills/screen-reader-testing/SKILL.md | 2 +- skills/scroll-experience/SKILL.md | 2 +- skills/seaborn/SKILL.md | 2 +- skills/secrets-management/SKILL.md | 2 +- skills/security-bluebook-builder/SKILL.md | 2 +- .../SKILL.md | 2 +- .../SKILL.md | 2 +- .../security/aws-compliance-checker/SKILL.md | 1 - .../security/aws-iam-best-practices/SKILL.md | 1 - skills/security/aws-secrets-rotation/SKILL.md | 1 - skills/security/aws-security-audit/SKILL.md | 1 - skills/seek-and-analyze-video/SKILL.md | 1 - skills/segment-cdp/SKILL.md | 5 +- skills/semgrep-rule-creator/SKILL.md | 1 - skills/semgrep-rule-variant-creator/SKILL.md | 1 - skills/sendgrid-automation/SKILL.md | 3 +- skills/senior-architect/SKILL.md | 2 +- skills/senior-frontend/SKILL.md | 1 - skills/senior-fullstack/SKILL.md | 2 +- .../seo-forensic-incident-response/SKILL.md | 1 - skills/service-mesh-observability/SKILL.md | 2 +- skills/shadcn/SKILL.md | 1 - skills/sharp-edges/SKILL.md | 1 - skills/shodan-reconnaissance/SKILL.md | 2 +- skills/shopify-apps/SKILL.md | 2 +- skills/signup-flow-cro/SKILL.md | 2 +- skills/skill-creator/SKILL.md | 2 +- skills/skill-developer/SKILL.md | 2 +- skills/skill-improver/SKILL.md | 3 +- skills/skill-router/SKILL.md | 1 - skills/skill-scanner/SKILL.md | 5 +- skills/skill-writer/SKILL.md | 2 - skills/skin-health-analyzer/SKILL.md | 2 - skills/slack-automation/SKILL.md | 3 +- skills/slack-bot-builder/SKILL.md | 2 +- skills/slack-gif-creator/SKILL.md | 2 +- skills/slo-implementation/SKILL.md | 2 +- skills/smtp-penetration-testing/SKILL.md | 2 +- skills/social-content/SKILL.md | 2 +- skills/social-orchestrator/SKILL.md | 2 +- skills/solidity-security/SKILL.md | 2 +- skills/spec-to-code-compliance/SKILL.md | 1 - skills/sql-injection-testing/SKILL.md | 2 +- skills/sql-optimization-patterns/SKILL.md | 2 +- skills/sqlmap-database-pentesting/SKILL.md | 2 +- skills/sred-project-organizer/SKILL.md | 2 - skills/sred-work-summary/SKILL.md | 1 - skills/ssh-penetration-testing/SKILL.md | 2 +- skills/startup-financial-modeling/SKILL.md | 2 +- skills/startup-metrics-framework/SKILL.md | 2 +- skills/statsmodels/SKILL.md | 2 +- skills/steve-jobs/SKILL.md | 3 +- skills/stitch-ui-design/SKILL.md | 2 +- skills/stripe-automation/SKILL.md | 1 - skills/stripe-integration/SKILL.md | 2 +- skills/subagent-driven-development/SKILL.md | 1 - skills/supabase-automation/SKILL.md | 1 - skills/supply-chain-risk-auditor/SKILL.md | 1 - skills/sympy/SKILL.md | 2 +- skills/systematic-debugging/SKILL.md | 1 - skills/tailwind-design-system/SKILL.md | 2 +- skills/tailwind-patterns/SKILL.md | 1 - skills/task-intelligence/SKILL.md | 2 +- skills/team-composition-analysis/SKILL.md | 2 +- skills/telegram-bot-builder/SKILL.md | 2 +- skills/telegram-mini-app/SKILL.md | 2 +- skills/temporal-python-testing/SKILL.md | 2 +- skills/terraform-module-library/SKILL.md | 2 +- skills/test-driven-development/SKILL.md | 1 - skills/test-fixing/SKILL.md | 3 +- skills/theme-factory/SKILL.md | 2 +- skills/threat-modeling-expert/SKILL.md | 2 +- skills/threejs-materials/SKILL.md | 1 - skills/threejs-skills/SKILL.md | 1 - skills/todoist-automation/SKILL.md | 1 - skills/tool-design/SKILL.md | 3 +- skills/top-web-vulnerabilities/SKILL.md | 2 +- skills/trello-automation/SKILL.md | 1 - skills/trigger-dev/SKILL.md | 2 +- skills/tutorial-engineer/SKILL.md | 1 - skills/twilio-communications/SKILL.md | 2 +- skills/typescript-advanced-types/SKILL.md | 2 +- skills/ui-ux-pro-max/SKILL.md | 5 +- skills/unity-ecs-patterns/SKILL.md | 2 +- skills/unreal-engine-cpp-pro/SKILL.md | 1 - skills/unsplash-integration/SKILL.md | 1 - skills/upstash-qstash/SKILL.md | 2 +- skills/using-git-worktrees/SKILL.md | 2 +- skills/using-neon/SKILL.md | 2 +- skills/uv-package-manager/SKILL.md | 2 +- skills/variant-analysis/SKILL.md | 1 - skills/varlock/SKILL.md | 2 +- .../verification-before-completion/SKILL.md | 5 +- skills/vibe-code-auditor/SKILL.md | 1 - skills/vibers-code-review/SKILL.md | 1 - skills/videodb/SKILL.md | 2 - skills/viral-generator-builder/SKILL.md | 2 +- skills/vizcom/SKILL.md | 1 - skills/voice-agents/SKILL.md | 2 +- skills/voice-ai-development/SKILL.md | 2 +- skills/warren-buffett/SKILL.md | 3 +- skills/wcag-audit-patterns/SKILL.md | 2 +- skills/web-artifacts-builder/SKILL.md | 2 +- skills/web-design-guidelines/SKILL.md | 2 +- skills/web3-testing/SKILL.md | 2 +- skills/webapp-testing/SKILL.md | 2 +- skills/webflow-automation/SKILL.md | 1 - skills/wellally-tech/SKILL.md | 2 +- skills/wiki-architect/SKILL.md | 5 +- skills/wiki-changelog/SKILL.md | 5 +- skills/wiki-onboarding/SKILL.md | 5 +- skills/wiki-page-writer/SKILL.md | 5 +- skills/wiki-qa/SKILL.md | 5 +- skills/wiki-researcher/SKILL.md | 5 +- skills/wiki-vitepress/SKILL.md | 5 +- skills/windows-privilege-escalation/SKILL.md | 2 +- skills/wireshark-analysis/SKILL.md | 2 +- skills/wordpress-penetration-testing/SKILL.md | 2 +- skills/workflow-automation/SKILL.md | 2 +- .../workflow-orchestration-patterns/SKILL.md | 2 +- skills/writing-skills/SKILL.md | 1 - skills/xlsx-official/SKILL.md | 2 +- skills/xss-html-injection/SKILL.md | 2 +- skills/yann-lecun-debate/SKILL.md | 3 +- skills/yann-lecun-filosofia/SKILL.md | 2 +- skills/yann-lecun-tecnico/SKILL.md | 2 +- skills/yann-lecun/SKILL.md | 2 +- skills/zapier-make-patterns/SKILL.md | 2 +- skills/zoom-automation/SKILL.md | 1 - skills/zustand-store-ts/SKILL.md | 2 +- skills_index.json | 766 +-- tools/scripts/audit_skills.py | 389 ++ .../cleanup_synthetic_skill_sections.py | 139 + tools/scripts/fix_missing_skill_sections.py | 202 + tools/scripts/fix_truncated_descriptions.py | 250 + tools/scripts/tests/run-test-suite.js | 4 + tools/scripts/tests/test_audit_skills.py | 142 + .../test_cleanup_synthetic_skill_sections.py | 162 + .../tests/test_fix_missing_skill_sections.py | 127 + .../tests/test_fix_truncated_descriptions.py | 112 + 544 files changed, 6128 insertions(+), 5290 deletions(-) create mode 100644 tools/scripts/audit_skills.py create mode 100644 tools/scripts/cleanup_synthetic_skill_sections.py create mode 100644 tools/scripts/fix_missing_skill_sections.py create mode 100644 tools/scripts/fix_truncated_descriptions.py create mode 100644 tools/scripts/tests/test_audit_skills.py create mode 100644 tools/scripts/tests/test_cleanup_synthetic_skill_sections.py create mode 100644 tools/scripts/tests/test_fix_missing_skill_sections.py create mode 100644 tools/scripts/tests/test_fix_truncated_descriptions.py diff --git a/CATALOG.md b/CATALOG.md index 3a150c8b..7b391370 100644 --- a/CATALOG.md +++ b/CATALOG.md @@ -4,23 +4,25 @@ Generated at: 2026-02-08T00:00:00.000Z Total skills: 1273 -## architecture (82) +## architecture (85) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | +| `active-directory-attacks` | Provide comprehensive techniques for attacking Microsoft Active Directory environments. Covers reconnaissance, credential harvesting, Kerberos attacks, later... | active, directory, attacks | active, directory, attacks, provide, techniques, attacking, microsoft, environments, covers, reconnaissance, credential, harvesting | | `analyze-project` | Forensic root cause analyzer for Antigravity sessions. Classifies scope deltas, rework patterns, root causes, hotspots, and auto-improves prompts/health. | analysis, diagnostics, meta, root-cause, project-health, session-review | analysis, diagnostics, meta, root-cause, project-health, session-review, analyze, forensic, root, cause, analyzer, antigravity | | `angular` | Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns. | angular | angular, v20, deep, knowledge, signals, standalone, components, zoneless, applications, ssr, hydration, reactive | | `angular-state-management` | Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solu... | angular, state | angular, state, signals, ngrx, rxjs, setting, up, global, managing, component, stores, choosing | | `apify-audience-analysis` | Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok. | apify, audience | apify, audience, analysis, understand, demographics, preferences, behavior, engagement, quality, facebook, instagram, youtube | | `architect-review` | Master software architect specializing in modern architecture | | architect, review, software, specializing, architecture | | `architecture` | Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing ... | architecture | architecture, architectural, decision, making, framework, requirements, analysis, trade, off, evaluation, adr, documentation | -| `architecture-decision-records` | Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant techn... | architecture, decision, records | architecture, decision, records, write, maintain, adrs, following, technical, documentation, documenting, significant, decisions | +| `architecture-decision-records` | Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant... | architecture, decision, records | architecture, decision, records, creating, maintaining, managing, adrs, capture, context, rationale, behind, significant | +| `autonomous-agent-patterns` | Design patterns for building autonomous coding agents, inspired by [Cline](https://github.com/cline/cline) and [OpenAI Codex](https://github.com/openai/codex). | autonomous, agent | autonomous, agent, building, coding, agents, inspired, cline, https, github, com, openai, codex | | `avalonia-viewmodels-zafiro` | Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI. | avalonia, viewmodels, zafiro | avalonia, viewmodels, zafiro, optimal, viewmodel, wizard, creation, reactiveui | +| `azure-web-pubsub-ts` | Real-time messaging with WebSocket connections and pub/sub patterns. | azure, web, pubsub, ts | azure, web, pubsub, ts, real, time, messaging, websocket, connections, pub, sub | | `bash-linux` | Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems. | bash, linux | bash, linux, terminal, critical, commands, piping, error, handling, scripting, working, macos | | `bash-scripting` | Bash scripting workflow for creating production-ready shell scripts with defensive patterns, error handling, and testing. | bash, scripting | bash, scripting, creating, shell, scripts, defensive, error, handling, testing | -| `binary-analysis-patterns` | Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, un... | binary | binary, analysis, including, disassembly, decompilation, control, flow, code, recognition, analyzing, executables, understanding | +| `binary-analysis-patterns` | Comprehensive patterns and techniques for analyzing compiled binaries, understanding assembly code, and reconstructing program logic. | binary | binary, analysis, techniques, analyzing, compiled, binaries, understanding, assembly, code, reconstructing, program, logic | | `brainstorming` | Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and ... | brainstorming | brainstorming, before, creative, constructive, work, features, architecture, behavior, transforms, vague, ideas, validated | -| `browser-extension-builder` | Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, c... | browser, extension, builder | browser, extension, builder, building, extensions, solve, real, problems, chrome, firefox, cross, covers | | `building-native-ui` | Complete guide for building beautiful apps with Expo Router. Covers fundamentals, styling, components, navigation, animations, patterns, and native tabs. | building, native, ui | building, native, ui, complete, beautiful, apps, expo, router, covers, fundamentals, styling, components | | `c4-architecture-c4-architecture` | Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach. | c4, architecture | c4, architecture, generate, documentation, existing, repository, codebase, bottom, up, analysis, approach | | `c4-code` | Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, a... | c4, code | c4, code, level, documentation, analyzes, directories, including, function, signatures, arguments, dependencies, structure | @@ -28,42 +30,44 @@ Total skills: 1273 | `c4-container` | Expert C4 Container-level documentation specialist. | c4, container | c4, container, level, documentation | | `c4-context` | Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and externa... | c4 | c4, context, level, documentation, creates, high, diagrams, documents, personas, user, journeys, features | | `calendly-automation` | Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search... | calendly | calendly, automation, automate, scheduling, event, invitee, tracking, availability, checks, organization, administration, via | +| `claude-code-guide` | To provide a comprehensive reference for configuring and using Claude Code (the agentic coding tool) to its full potential. This skill synthesizes best pract... | claude, code | claude, code, provide, reference, configuring, agentic, coding, full, potential, skill, synthesizes, configuration | | `cloudformation-best-practices` | CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates. | cloudformation, best, practices | cloudformation, best, practices, optimization, nested, stacks, drift, detection, writing, reviewing, cf | | `code-refactoring-refactor-clean` | You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and r... | code, refactoring, refactor, clean | code, refactoring, refactor, clean, specializing, principles, solid, software, engineering, analyze, provided, improve | | `codebase-cleanup-refactor-clean` | You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and r... | codebase, cleanup, refactor, clean | codebase, cleanup, refactor, clean, code, refactoring, specializing, principles, solid, software, engineering, analyze | -| `context-degradation` | This skill should be used when the user asks to "diagnose context problems", "fix lost-in-middle issues", "debug agent failures", "understand context poisoni... | degradation | degradation, context, skill, should, used, user, asks, diagnose, problems, fix, lost, middle | -| `context-fundamentals` | This skill should be used when the user asks to "understand context", "explain context windows", "design agent architecture", "debug context issues", "optimi... | fundamentals | fundamentals, context, skill, should, used, user, asks, understand, explain, windows, agent, architecture | +| `context-degradation` | Language models exhibit predictable degradation patterns as context length increases. Understanding these patterns is essential for diagnosing failures and d... | degradation | degradation, context, language, models, exhibit, predictable, length, increases, understanding, these, essential, diagnosing | | `core-components` | Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library. | core, components | core, components, component, library, building, ui, tokens, working | | `cqrs-implementation` | Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or bu... | cqrs | cqrs, command, query, responsibility, segregation, scalable, architectures, separating, read, write, models, optimizing | | `ddd-context-mapping` | Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns. | [ddd, context-map, anti-corruption-layer, integration] | [ddd, context-map, anti-corruption-layer, integration], ddd, context, mapping, map, relationships, between, bounded, contexts | | `ddd-strategic-design` | Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains. | [ddd, strategic-design, bounded-context, ubiquitous-language] | [ddd, strategic-design, bounded-context, ubiquitous-language], ddd, strategic, artifacts, including, subdomains, bounded, contexts, ubiquitous | | `ddd-tactical-patterns` | Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants. | [ddd, tactical, aggregates, value-objects, domain-events] | [ddd, tactical, aggregates, value-objects, domain-events], ddd, apply, code, entities, value, objects, repositories | -| `doc-coauthoring` | Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision do... | doc, coauthoring | doc, coauthoring, users, through, structured, co, authoring, documentation, user, wants, write, proposals | | `docs-architect` | Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-for... | docs | docs, architect, creates, technical, documentation, existing, codebases, analyzes, architecture, details, produce, long | | `domain-driven-design` | Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns. | [ddd, domain, bounded-context, architecture] | [ddd, domain, bounded-context, architecture], driven, plan, route, work, strategic, modeling, tactical, evented | +| `e2e-testing-patterns` | Build reliable, fast, and maintainable end-to-end test suites that provide confidence to ship code quickly and catch regressions before users do. | e2e | e2e, testing, reliable, fast, maintainable, test, suites, provide, confidence, ship, code, quickly | | `electron-development` | Master Electron desktop app development with secure IPC, contextIsolation, preload scripts, multi-process architecture, electron-builder packaging, code sign... | electron | electron, development, desktop, app, secure, ipc, contextisolation, preload, scripts, multi, process, architecture | | `elixir-pro` | Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems. | elixir | elixir, pro, write, idiomatic, code, otp, supervision, trees, phoenix, liveview, masters, concurrency | +| `employment-contract-templates` | Templates and patterns for creating legally sound employment documentation including contracts, offer letters, and HR policies. | employment, contract | employment, contract, creating, legally, sound, documentation, including, contracts, offer, letters, hr, policies | | `error-detective` | Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. | error, detective | error, detective, search, logs, codebases, stack, traces, anomalies, correlates, errors, identifies, root | -| `error-handling-patterns` | Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applicatio... | error, handling | error, handling, languages, including, exceptions, result, types, propagation, graceful, degradation, resilient, applications | +| `error-handling-patterns` | Build resilient applications with robust error handling strategies that gracefully handle failures and provide excellent debugging experiences. | error, handling | error, handling, resilient, applications, robust, gracefully, handle, failures, provide, excellent, debugging, experiences | | `event-sourcing-architect` | Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual con... | event, sourcing | event, sourcing, architect, cqrs, driven, architecture, masters, store, projection, building, saga, orchestration | | `event-store-design` | Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implement... | event, store | event, store, stores, sourced, building, sourcing, infrastructure, choosing, technologies, implementing, persistence | | `game-development/multiplayer` | Multiplayer game development principles. Architecture, networking, synchronization. | game, development/multiplayer | game, development/multiplayer, multiplayer, development, principles, architecture, networking, synchronization | +| `github-actions-templates` | Production-ready GitHub Actions workflow patterns for testing, building, and deploying applications. | github, actions | github, actions, testing, building, deploying, applications | | `godot-gdscript-patterns` | Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or le... | godot, gdscript | godot, gdscript, including, signals, scenes, state, machines, optimization, building, games, implementing, game | -| `google-calendar-automation` | Interact with Google Calendar - list calendars, view events, create/update/delete events, and find free time. Use when user asks to: check calendar, schedule... | google, calendar | google, calendar, automation, interact, list, calendars, view, events, update, delete, find, free | -| `hig-inputs` | Apple HIG guidance for input methods and interaction patterns: gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, fo... | hig, inputs | hig, inputs, apple, guidance, input, methods, interaction, gestures, pencil, keyboards, game, controllers | | `hig-patterns` | Apple Human Interface Guidelines interaction and UX patterns. | hig | hig, apple, human, interface, guidelines, interaction, ux | | `i18n-localization` | Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support. | i18n, localization | i18n, localization, internationalization, detecting, hardcoded, strings, managing, translations, locale, files, rtl | -| `inngest` | Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, ser... | inngest | inngest, serverless, first, background, jobs, event, driven, durable, execution, without, managing, queues | | `kotlin-coroutines-expert` | Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing. | kotlin, coroutines | kotlin, coroutines, flow, covering, structured, concurrency, error, handling, testing | +| `kpi-dashboard-design` | Comprehensive patterns for designing effective Key Performance Indicator (KPI) dashboards that drive business decisions. | kpi, dashboard | kpi, dashboard, designing, effective, key, performance, indicator, dashboards, drive, business, decisions | | `makepad-event-action` | CRITICAL: Use for Makepad event and action handling. Triggers on: makepad event, makepad action, Event enum, ActionTrait, handle_event, MouseDown, KeyDown, T... | makepad, event, action | makepad, event, action, critical, handling, triggers, enum, actiontrait, handle, mousedown, keydown, touchupdate | +| `makepad-reference` | This category provides reference materials for debugging, code quality, and advanced layout patterns. | makepad, reference | makepad, reference, category, provides, materials, debugging, code, quality, layout | +| `memory-safety-patterns` | Cross-language patterns for memory-safe programming including RAII, ownership, smart pointers, and resource management. | memory, safety | memory, safety, cross, language, safe, programming, including, raii, ownership, smart, pointers, resource | | `monorepo-architect` | Expert in monorepo architecture, build systems, and dependency management at scale. Masters Nx, Turborepo, Bazel, and Lerna for efficient multi-project devel... | monorepo | monorepo, architect, architecture, dependency, scale, masters, nx, turborepo, bazel, lerna, efficient, multi | | `multi-agent-patterns` | This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multipl... | multi, agent | multi, agent, skill, should, used, user, asks, supervisor, swarm, architecture, coordinate, multiple | | `n8n-mcp-tools-expert` | Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or us... | n8n, mcp | n8n, mcp, effectively, searching, nodes, validating, configurations, accessing, managing, any, provides, selection | +| `n8n-workflow-patterns` | Proven architectural patterns for building n8n workflows. | n8n | n8n, proven, architectural, building | | `nerdzao-elite` | Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation. | nerdzao, elite | nerdzao, elite, senior, software, engineer, 15, product, designer, full, planning, architecture, tdd | | `nx-workspace-patterns` | Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected com... | nx, workspace | nx, workspace, configure, optimize, monorepo, workspaces, setting, up, configuring, boundaries, optimizing, caching | | `odoo-module-developer` | Expert guide for creating custom Odoo modules. Covers __manifest__.py, model inheritance, ORM patterns, and module structure best practices. | odoo, module | odoo, module, developer, creating, custom, modules, covers, manifest, py, model, inheritance, orm | | `odoo-orm-expert` | Master Odoo ORM patterns: search, browse, create, write, domain filters, computed fields, and performance-safe query techniques. | odoo, orm | odoo, orm, search, browse, write, domain, filters, computed, fields, performance, safe, query | -| `on-call-handoff-patterns` | Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting s... | on, call, handoff | on, call, handoff, shift, handoffs, context, transfer, escalation, procedures, documentation, transitioning, responsibilities | | `parallel-agents` | Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multi... | parallel, agents | parallel, agents, multi, agent, orchestration, multiple, independent, tasks, run, different, domain, expertise | | `powershell-windows` | PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling. | powershell, windows | powershell, windows, critical, pitfalls, operator, syntax, error, handling | | `production-code-audit` | Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-le... | production, code, audit | production, code, audit, autonomously, deep, scan, entire, codebase, line, understand, architecture, then | @@ -73,25 +77,24 @@ Total skills: 1273 | `robius-app-architecture` | CRITICAL: Use for Robius app architecture patterns. Triggers on: Tokio, async, submit_async_request, 异步, 架构, SignalToUI, Cx::post_action, worker task, app st... | robius, app, architecture | robius, app, architecture, critical, triggers, tokio, async, submit, request, signaltoui, cx, post | | `robius-event-action` | CRITICAL: Use for Robius event and action patterns. Triggers on: custom action, MatchEvent, post_action, cx.widget_action, handle_actions, DefaultNone, widge... | robius, event, action | robius, event, action, critical, triggers, custom, matchevent, post, cx, widget, handle, actions | | `robius-widget-patterns` | CRITICAL: Use for Robius widget patterns. Triggers on: apply_over, TextOrImage, modal, 可复用, 模态, collapsible, drag drop, reusable widget, widget design, pagef... | robius, widget | robius, widget, critical, triggers, apply, textorimage, modal, collapsible, drag, drop, reusable, pageflip | -| `saga-orchestration` | Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensatin... | saga | saga, orchestration, distributed, transactions, cross, aggregate, coordinating, multi, step, business, processes, handling | -| `salesforce-development` | Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and ... | salesforce | salesforce, development, platform, including, lightning, web, components, lwc, apex, triggers, classes, rest | +| `saga-orchestration` | Patterns for managing distributed transactions and long-running business processes. | saga | saga, orchestration, managing, distributed, transactions, long, running, business, processes | | `shadcn` | Manages shadcn/ui components and projects, providing context, documentation, and usage patterns for building modern design systems. | shadcn | shadcn, manages, ui, components, providing, context, documentation, usage, building | -| `skill-developer` | Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patt... | skill | skill, developer, claude, code, skills, following, anthropic, creating, new, modifying, rules, json | +| `slack-bot-builder` | The Bolt framework is Slack's recommended approach for building apps. It handles authentication, event routing, request verification, and HTTP request proces... | slack, bot, builder | slack, bot, builder, bolt, framework, recommended, approach, building, apps, authentication, event, routing | | `software-architecture` | Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that... | software, architecture | software, architecture, quality, skill, should, used, users, want, write, code, analyze, any | -| `tailwind-design-system` | Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implemen... | tailwind | tailwind, scalable, css, tokens, component, libraries, responsive, creating, implementing, standardizing, ui | +| `tailwind-design-system` | Build production-ready design systems with Tailwind CSS, including design tokens, component variants, responsive patterns, and accessibility. | tailwind | tailwind, css, including, tokens, component, variants, responsive, accessibility | | `tailwind-patterns` | Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture. | tailwind | tailwind, css, v4, principles, first, configuration, container, queries, token, architecture | | `testing-patterns` | Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-gr... | | testing, jest, factory, functions, mocking, tdd, writing, unit, tests, creating, test, factories | | `threejs-loaders` | Three.js asset loading - GLTF, textures, images, models, async patterns. Use when loading 3D models, textures, HDR environments, or managing loading progress. | threejs, loaders | threejs, loaders, three, js, asset, loading, gltf, textures, images, models, async, 3d | | `tool-design` | Build tools that agents can use effectively, including architectural reduction patterns | | agents, effectively, including, architectural, reduction | | `uncle-bob-craft` | Use when performing code review, writing or refactoring code, or discussing architecture; complements clean-code and does not replace project linter/formatter. | clean-code, clean-architecture, solid, code-review, craftsmanship, uncle-bob | clean-code, clean-architecture, solid, code-review, craftsmanship, uncle-bob, uncle, bob, craft, performing, code, review | | `unreal-engine-cpp-pro` | Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices. | unreal, engine, cpp | unreal, engine, cpp, pro, development, covering, uobject, hygiene, performance | -| `wcag-audit-patterns` | Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fi... | wcag, audit | wcag, audit, conduct, accessibility, audits, automated, testing, manual, verification, remediation, guidance, auditing | +| `wcag-audit-patterns` | Comprehensive guide to auditing web content against WCAG 2.2 guidelines with actionable remediation strategies. | wcag, audit | wcag, audit, auditing, web, content, against, guidelines, actionable, remediation | +| `web3-testing` | Master comprehensive testing strategies for smart contracts using Hardhat, Foundry, and advanced testing patterns. | web3 | web3, testing, smart, contracts, hardhat, foundry | | `wordpress-theme-development` | WordPress theme development workflow covering theme architecture, template hierarchy, custom post types, block editor support, and responsive design. | wordpress, theme | wordpress, theme, development, covering, architecture, hierarchy, custom, post, types, block, editor, responsive | -| `workflow-orchestration-patterns` | Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism cons... | | orchestration, durable, temporal, distributed, covers, vs, activity, separation, saga, state, determinism, constraints | +| `workflow-orchestration-patterns` | Master workflow orchestration architecture with Temporal, covering fundamental design decisions, resilience patterns, and best practices for building reliabl... | | orchestration, architecture, temporal, covering, fundamental, decisions, resilience, building, reliable, distributed | | `workflow-patterns` | Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding th... | | skill, implementing, tasks, according, conductor, tdd, handling, phase, checkpoints, managing, git, commits | -| `zapier-make-patterns` | No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code.... | zapier, make | zapier, make, no, code, automation, democratizes, building, formerly, integromat, let, non, developers | -## business (56) +## business (60) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | @@ -100,38 +103,40 @@ Total skills: 1273 | `apify-competitor-intelligence` | Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok. | apify, competitor, intelligence | apify, competitor, intelligence, analyze, content, pricing, ads, market, positioning, google, maps, booking | | `apify-market-research` | Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com,... | apify, market, research | apify, market, research, analyze, conditions, geographic, opportunities, pricing, consumer, behavior, product, validation | | `auri-core` | Auri: assistente de voz inteligente (Alexa + Claude claude-opus-4-20250805). Visao do produto, persona Vitoria Neural, stack AWS, modelo Free/Pro/Business/En... | voice-assistant, product-vision, alexa, aws | voice-assistant, product-vision, alexa, aws, auri, core, assistente, de, voz, inteligente, claude, opus | +| `blog-writing-guide` | This skill enforces Sentry's blog writing standards across every post — whether you're helping an engineer write their first blog post or a marketer draft a ... | blog, writing | blog, writing, skill, enforces, sentry, standards, every, post, whether, re, helping, engineer | | `brand-guidelines` | Write copy following Sentry brand guidelines. Use when writing UI text, error messages, empty states, onboarding flows, 404 pages, documentation, marketing c... | brand, guidelines | brand, guidelines, write, copy, following, sentry, writing, ui, text, error, messages, empty | +| `brevo-automation` | Automate Brevo (formerly Sendinblue) email marketing operations through Composio's Brevo toolkit via Rube MCP. | brevo | brevo, automation, automate, formerly, sendinblue, email, marketing, operations, through, composio, toolkit, via | | `chat-widget` | Build a real-time support chat system with a floating widget for users and an admin dashboard for support staff. Use when the user wants live chat, customer ... | chat, widget | chat, widget, real, time, floating, users, admin, dashboard, staff, user, wants, live | -| `competitive-landscape` | This skill should be used when the user asks to \\\\\\"analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positi... | competitive, landscape | competitive, landscape, skill, should, used, user, asks, analyze, competitors, assess, identify, differentiation | -| `competitor-alternatives` | When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'v... | competitor, alternatives | competitor, alternatives, user, wants, comparison, alternative, pages, seo, sales, enablement, mentions, page | -| `content-creator` | Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media templa... | content, creator | content, creator, seo, optimized, marketing, consistent, brand, voice, includes, analyzer, optimizer, frameworks | -| `context-driven-development` | Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship be... | driven | driven, context, development, skill, working, conductor, methodology, managing, artifacts, understanding, relationship, between | -| `copy-editing` | When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,'... | copy, editing | copy, editing, user, wants, edit, review, improve, existing, marketing, mentions, my, feedback | +| `competitive-landscape` | Comprehensive frameworks for analyzing competition, identifying differentiation opportunities, and developing winning market positioning strategies. | competitive, landscape | competitive, landscape, frameworks, analyzing, competition, identifying, differentiation, opportunities, developing, winning, market, positioning | +| `competitor-alternatives` | You are an expert in creating competitor comparison and alternative pages. Your goal is to build pages that rank for competitive search terms, provide genuin... | competitor, alternatives | competitor, alternatives, creating, comparison, alternative, pages, goal, rank, competitive, search, terms, provide | +| `content-creator` | Professional-grade brand voice analysis, SEO optimization, and platform-specific content frameworks. | content, creator | content, creator, professional, grade, brand, voice, analysis, seo, optimization, platform, specific, frameworks | +| `copy-editing` | You are an expert copy editor specializing in marketing and conversion copy. Your goal is to systematically improve existing copy through focused editing pas... | copy, editing | copy, editing, editor, specializing, marketing, conversion, goal, systematically, improve, existing, through, passes | | `copywriting` | Write rigorous, conversion-focused marketing copy for landing pages and emails. Enforces brief confirmation and strict no-fabrication rules. | copywriting | copywriting, write, rigorous, conversion, marketing, copy, landing, pages, emails, enforces, brief, confirmation | -| `deep-research` | Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, techni... | deep, research | deep, research, execute, autonomous, multi, step, google, gemini, agent, market, analysis, competitive | | `defi-protocol-templates` | Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applicat... | defi, protocol | defi, protocol, protocols, staking, amms, governance, lending, building, decentralized, finance, applications, smart | -| `email-systems` | Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, ... | email | email, highest, roi, any, marketing, channel, 36, every, spent, yet, most, startups | -| `employment-contract-templates` | Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR poli... | employment, contract | employment, contract, contracts, offer, letters, hr, policy, documents, following, legal, drafting, agreements | +| `email-sequence` | You are an expert in email marketing and automation. Your goal is to create email sequences that nurture relationships, drive action, and move people toward ... | email, sequence | email, sequence, marketing, automation, goal, sequences, nurture, relationships, drive, action, move, people | | `framework-migration-legacy-modernize` | Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintainin... | framework, migration, legacy, modernize | framework, migration, legacy, modernize, orchestrate, modernization, strangler, fig, enabling, gradual, replacement, outdated | -| `free-tool-strategy` | When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user m... | free | free, user, wants, plan, evaluate, marketing, purposes, lead, generation, seo, value, brand | -| `growth-engine` | Motor de crescimento para produtos digitais -- growth hacking, SEO, ASO, viral loops, email marketing, CRM, referral programs e aquisicao organica. Ativar pa... | growth, seo, marketing, viral, acquisition | growth, seo, marketing, viral, acquisition, engine, motor, de, crescimento, para, produtos, digitais | +| `free-tool-strategy` | You are an expert in engineering-as-marketing strategy. Your goal is to help plan and evaluate free tools that generate leads, attract organic traffic, and b... | free | free, engineering, marketing, goal, plan, evaluate, generate, leads, attract, organic, traffic, brand | +| `growth-engine` | Motor de crescimento para produtos digitais -- growth hacking, SEO, ASO, viral loops, email marketing, CRM, referral programs e aquisicao organica. | growth, seo, marketing, viral, acquisition | growth, seo, marketing, viral, acquisition, engine, motor, de, crescimento, para, produtos, digitais | | `hr-pro` | Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations. | hr | hr, pro, professional, ethical, partner, hiring, onboarding, offboarding, pto, leave, performance, compliant | | `keyword-extractor` | Extracts up to 50 highly relevant SEO keywords from text. Use when user wants to generate or extract keywords for given text. | keyword, extractor | keyword, extractor, extracts, up, 50, highly, relevant, seo, keywords, text, user, wants | +| `launch-strategy` | You are an expert in SaaS product launches and feature announcements. Your goal is to help users plan launches that build momentum, capture attention, and co... | launch | launch, saas, product, launches, feature, announcements, goal, users, plan, momentum, capture, attention | | `leiloeiro-juridico` | Analise juridica de leiloes: nulidades, bem de familia, alienacao fiduciaria, CPC arts 829-903, Lei 9514/97, onus reais, embargos e jurisprudencia. | legal, auction-law, brazilian, judicial | legal, auction-law, brazilian, judicial, leiloeiro, juridico, analise, juridica, de, leiloes, nulidades, bem | | `linkedin-cli` | Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator. | linkedin, cli | linkedin, cli, automating, via, fetch, profiles, search, people, companies, send, messages, connections | | `local-legal-seo-audit` | Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directorie... | local, legal, seo, audit | local, legal, seo, audit, improve, law, firms, attorneys, forensic, experts, professional, sites | -| `market-sizing-analysis` | This skill should be used when the user asks to \\\\\\"calculate TAM\\\\\\", "determine SAM", "estimate SOM", "size the market", "calculate market opportunity", "w... | market, sizing | market, sizing, analysis, skill, should, used, user, asks, calculate, tam, determine, sam | +| `market-sizing-analysis` | Comprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Mark... | market, sizing | market, sizing, analysis, methodologies, calculating, total, addressable, tam, serviceable, available, sam, obtainable | | `marketing-ideas` | Provide proven marketing strategies and growth ideas for SaaS and software products, prioritized using a marketing feasibility scoring system. | marketing, ideas | marketing, ideas, provide, proven, growth, saas, software, products, prioritized, feasibility, scoring | | `marketing-psychology` | Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system. | marketing, psychology | marketing, psychology, apply, behavioral, science, mental, models, decisions, prioritized, psychological, leverage, feasibility | -| `notion-template-business` | Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers templa... | notion, business | notion, business, building, selling, just, making, sustainable, digital, product, covers, pricing, marketplaces | +| `notion-template-business` | You know templates are real businesses that can generate serious income. You've seen creators make six figures selling Notion templates. You understand it's ... | notion, business | notion, business, know, real, businesses, generate, serious, income, ve, seen, creators, six | | `odoo-ecommerce-configurator` | Expert guide for Odoo eCommerce and Website: product catalog, payment providers, shipping methods, SEO, and order-to-fulfillment workflow. | odoo, ecommerce, configurator | odoo, ecommerce, configurator, website, product, catalog, payment, providers, shipping, methods, seo, order | | `odoo-hr-payroll-setup` | Expert guide for Odoo HR and Payroll: salary structures, payslip rules, leave policies, employee contracts, and payroll journal entries. | odoo, hr, payroll, setup | odoo, hr, payroll, setup, salary, structures, payslip, rules, leave, policies, employee, contracts | +| `paid-ads` | You are an expert performance marketer with direct access to ad platform accounts. Your goal is to help create, optimize, and scale paid advertising campaign... | paid, ads | paid, ads, performance, marketer, direct, access, ad, platform, accounts, goal, optimize, scale | +| `personal-tool-builder` | You believe the best tools come from real problems. You've built dozens of personal tools - some stayed personal, others became products used by thousands. Y... | personal, builder | personal, builder, believe, come, real, problems, ve, built, dozens, some, stayed, others | | `pricing-strategy` | Design pricing, packaging, and monetization strategies based on value, customer willingness to pay, and growth objectives. | pricing | pricing, packaging, monetization, value, customer, willingness, pay, growth, objectives | | `product-design` | Design de produto nivel Apple — sistemas visuais, UX flows, acessibilidade, linguagem visual proprietaria, design tokens, prototipagem e handoff. Cobre Figma... | design, ux, design-systems, accessibility, figma | design, ux, design-systems, accessibility, figma, product, de, produto, nivel, apple, sistemas, visuais | | `product-inventor` | Product Inventor e Design Alchemist de nivel maximo — combina Product Thinking, Design Systems, UI Engineering, Psicologia Cognitiva, Storytelling e execucao... | product-thinking, innovation, ux-design, storytelling | product-thinking, innovation, ux-design, storytelling, product, inventor, alchemist, de, nivel, maximo, combina, thinking | +| `product-manager-toolkit` | Essential tools and frameworks for modern product management, from discovery to delivery. | product, manager | product, manager, toolkit, essential, frameworks, discovery, delivery | | `sales-automator` | Draft cold emails, follow-ups, and proposal templates. Creates pricing pages, case studies, and sales scripts. Use PROACTIVELY for sales outreach or lead nur... | sales, automator | sales, automator, draft, cold, emails, follow, ups, proposal, creates, pricing, pages, case | | `screenshots` | Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or ... | screenshots | screenshots, generate, marketing, app, playwright, user, wants, product, hunt, social, media, landing | -| `scroll-experience` | Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Lik... | scroll, experience | scroll, experience, building, immersive, driven, experiences, parallax, storytelling, animations, interactive, narratives, cinematic | | `seo-audit` | Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance. | seo, audit | seo, audit, diagnose, issues, affecting, crawlability, indexation, rankings, organic, performance | | `seo-cannibalization-detector` | Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when ... | seo, cannibalization, detector | seo, cannibalization, detector, analyzes, multiple, provided, pages, identify, keyword, overlap, potential, issues | | `seo-content-auditor` | Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established ... | seo, content, auditor | seo, content, auditor, analyzes, provided, quality, signals, scores, provides, improvement, recommendations, established | @@ -143,87 +148,89 @@ Total skills: 1273 | `seo-meta-optimizer` | Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. U... | seo, meta, optimizer | seo, meta, optimizer, creates, optimized, titles, descriptions, url, suggestions, character, limits, generates | | `seo-snippet-hunter` | Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for... | seo, snippet, hunter | seo, snippet, hunter, formats, content, eligible, featured, snippets, serp, features, creates, optimized | | `seo-structure-architect` | Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly cont... | seo, structure | seo, structure, architect, analyzes, optimizes, content, including, header, hierarchy, suggests, schema, markup | +| `social-content` | You are an expert social media strategist with direct access to a scheduling platform that publishes to all major social networks. Your goal is to help creat... | social, content | social, content, media, strategist, direct, access, scheduling, platform, publishes, all, major, networks | | `startup-analyst` | Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies. | startup, analyst | startup, analyst, business, specializing, market, sizing, financial, modeling, competitive, analysis, strategic, planning | | `startup-business-analyst-business-case` | Generate comprehensive investor-ready business case document with market, solution, financials, and strategy | startup, business, analyst, case | startup, business, analyst, case, generate, investor, document, market, solution, financials | | `startup-business-analyst-financial-projections` | Create detailed 3-5 year financial model with revenue, costs, cash flow, and scenarios | startup, business, analyst, financial, projections | startup, business, analyst, financial, projections, detailed, year, model, revenue, costs, cash, flow | | `startup-business-analyst-market-opportunity` | Generate comprehensive market opportunity analysis with TAM/SAM/SOM calculations | startup, business, analyst, market, opportunity | startup, business, analyst, market, opportunity, generate, analysis, tam, sam, som, calculations | -| `startup-financial-modeling` | This skill should be used when the user asks to \\\\\\"create financial projections", "build a financial model", "forecast revenue", "calculate burn rate", "est... | startup, financial, modeling | startup, financial, modeling, skill, should, used, user, asks, projections, model, forecast, revenue | +| `startup-financial-modeling` | Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. | startup, financial, modeling | startup, financial, modeling, year, models, revenue, projections, cost, structures, cash, flow, analysis | +| `startup-metrics-framework` | Comprehensive guide to tracking, calculating, and optimizing key performance metrics for different startup business models from seed through Series A. | startup, metrics, framework | startup, metrics, framework, tracking, calculating, optimizing, key, performance, different, business, models, seed | | `steve-jobs` | Agente que simula Steve Jobs — cofundador da Apple, CEO da Pixar, fundador da NeXT, o maior designer de produtos tecnologicos da historia e o mais influente ... | persona, design-thinking, product, presentations | persona, design-thinking, product, presentations, steve, jobs, agente, que, simula, cofundador, da, apple | | `warren-buffett` | Agente que simula Warren Buffett — o maior investidor do seculo XX e XXI, CEO da Berkshire Hathaway, discipulo de Benjamin Graham e socio intelectual de Char... | persona, investing, value-investing, business | persona, investing, value-investing, business, warren, buffett, agente, que, simula, maior, investidor, do | | `whatsapp-automation` | Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for c... | whatsapp | whatsapp, automation, automate, business, tasks, via, rube, mcp, composio, send, messages, upload | -## data-ai (236) +## data-ai (233) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | | `advanced-evaluation` | This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", o... | advanced, evaluation | advanced, evaluation, skill, should, used, user, asks, llm, judge, compare, model, outputs | -| `agent-framework-azure-ai-py` | Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgen... | agent, framework, azure, ai, py | agent, framework, azure, ai, py, foundry, agents, microsoft, python, sdk, creating, persistent | +| `agent-evaluation` | You're a quality engineer who has seen agents that aced benchmarks fail spectacularly in production. You've learned that evaluating LLM agents is fundamental... | agent, evaluation | agent, evaluation, re, quality, engineer, who, seen, agents, aced, benchmarks, fail, spectacularly | +| `agent-framework-azure-ai-py` | Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK. | agent, framework, azure, ai, py | agent, framework, azure, ai, py, persistent, agents, foundry, microsoft, python, sdk | | `agent-memory-mcp` | A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions). | agent, memory, mcp | agent, memory, mcp, hybrid, provides, persistent, searchable, knowledge, ai, agents, architecture, decisions | -| `agent-tool-builder` | Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently... | agent, builder | agent, builder, how, ai, agents, interact, world, well, designed, difference, between, works | | `agentfolio` | Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory. | agentfolio | agentfolio, skill, discovering, researching, autonomous, ai, agents, ecosystems, directory | | `agentmail` | Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API. | agentmail | agentmail, email, infrastructure, ai, agents, accounts, send, receive, emails, webhooks, check, karma | | `agents-v2-py` | Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container imag... | agents, v2, py | agents, v2, py, container, foundry, azure, ai, sdk, imagebasedhostedagentdefinition, creating, hosted, custom | | `ai-agent-development` | AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents. | ai, agent | ai, agent, development, building, autonomous, agents, multi, orchestration, crewai, langgraph, custom | -| `ai-agents-architect` | Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build ... | ai, agents | ai, agents, architect, designing, building, autonomous, masters, memory, planning, multi, agent, orchestration | +| `ai-agents-architect` | I build AI systems that can act autonomously while remaining controllable. I understand that agents fail in unexpected ways - I design for graceful degradati... | ai, agents | ai, agents, architect, act, autonomously, while, remaining, controllable, understand, fail, unexpected, ways | | `ai-analyzer` | AI驱动的综合健康分析系统，整合多维度健康数据、识别异常模式、预测健康风险、提供个性化建议。支持智能问答和AI健康报告生成。 | ai, analyzer | ai, analyzer | | `ai-engineer` | Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and ente... | ai | ai, engineer, llm, applications, rag, intelligent, agents, implements, vector, search, multimodal, agent | | `ai-ml` | AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features. | ai, ml | ai, ml, machine, learning, covering, llm, application, development, rag, agent, architecture, pipelines | | `ai-native-cli` | Design spec with 98 rules for building CLI tools that AI agents can safely use. Covers structured JSON output, error handling, input contracts, safety guardr... | ai, native, cli | ai, native, cli, spec, 98, rules, building, agents, safely, covers, structured, json | -| `ai-product` | Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integrat... | ai, product | ai, product, every, powered, question, whether, ll, right, ship, demo, falls, apart | +| `ai-product` | You are an AI product engineer who has shipped LLM features to millions of users. You've debugged hallucinations at 3am, optimized prompts to reduce costs by... | ai, product | ai, product, engineer, who, shipped, llm, features, millions, users, ve, debugged, hallucinations | | `ai-studio-image` | Geracao de imagens humanizadas via Google AI Studio (Gemini). Fotos realistas estilo influencer ou educacional com iluminacao natural e imperfeicoes sutis. | image-generation, ai-studio, google, photography | image-generation, ai-studio, google, photography, ai, studio, image, geracao, de, imagens, humanizadas, via | -| `ai-wrapper-product` | Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products t... | ai, wrapper, product | ai, wrapper, product, building, products, wrap, apis, openai, anthropic, etc, people, pay | -| `alpha-vantage` | Access real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic indicators, and 50+ technical indicators via the... | alpha, vantage | alpha, vantage, access, real, time, historical, stock, market, data, forex, rates, cryptocurrency | -| `analytics-product` | Analytics de produto — PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto. Ativar para: configurar track... | analytics, product, metrics, posthog, mixpanel | analytics, product, metrics, posthog, mixpanel, de, produto, eventos, funnels, cohorts, retencao, north | +| `ai-wrapper-product` | You know AI wrappers get a bad rap, but the good ones solve real problems. You build products where AI is the engine, not the gimmick. You understand prompt ... | ai, wrapper, product | ai, wrapper, product, know, wrappers, get, bad, rap, good, ones, solve, real | +| `alpha-vantage` | Access 20+ years of global financial data: equities, options, forex, crypto, commodities, economic indicators, and 50+ technical indicators. | alpha, vantage | alpha, vantage, access, 20, years, global, financial, data, equities, options, forex, crypto | +| `analytics-product` | Analytics de produto — PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto. | analytics, product, metrics, posthog, mixpanel | analytics, product, metrics, posthog, mixpanel, de, produto, eventos, funnels, cohorts, retencao, north | | `analytics-tracking` | Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data. | analytics, tracking | analytics, tracking, audit, improve, produce, reliable, decision, data | -| `andrej-karpathy` | Agente que simula Andrej Karpathy — ex-Director of AI da Tesla, co-fundador da OpenAI, fundador da Eureka Labs, e o maior educador de deep learning do mundo.... | persona, ai-expert, deep-learning, education | persona, ai-expert, deep-learning, education, andrej, karpathy, agente, que, simula, ex, director, ai | +| `andrej-karpathy` | Agente que simula Andrej Karpathy — ex-Director of AI da Tesla, co-fundador da OpenAI, fundador da Eureka Labs, e o maior educador de deep learning do mundo. | persona, ai-expert, deep-learning, education | persona, ai-expert, deep-learning, education, andrej, karpathy, agente, que, simula, ex, director, ai | | `angular-ui-patterns` | Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component ... | angular, ui | angular, ui, loading, states, error, handling, data, display, building, components, async, managing | | `api-documenter` | Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build com... | api, documenter | api, documenter, documentation, openapi, ai, powered, developer, experience, interactive, docs, generate, sdks | +| `apify-actor-development` | Important: Before you begin, fill in the generatedBy property in the meta section of .actor/actor.json. Replace it with the tool and model you're currently u... | apify, actor | apify, actor, development, important, before, begin, fill, generatedby, property, meta, section, json | | `apify-content-analytics` | Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok. | apify, content, analytics | apify, content, analytics, track, engagement, metrics, measure, campaign, roi, analyze, performance, instagram | -| `apify-ecommerce` | Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when us... | apify, ecommerce | apify, ecommerce, scrape, commerce, data, pricing, intelligence, customer, reviews, seller, discovery, amazon | -| `apify-ultimate-scraper` | Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.... | apify, ultimate, scraper | apify, ultimate, scraper, universal, ai, powered, web, any, platform, scrape, data, instagram | +| `apify-ecommerce` | Extract product data, prices, reviews, and seller information from any e-commerce platform using Apify's E-commerce Scraping Tool. | apify, ecommerce | apify, ecommerce, extract, product, data, prices, reviews, seller, information, any, commerce, platform | +| `apify-ultimate-scraper` | AI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task. | apify, ultimate, scraper | apify, ultimate, scraper, ai, driven, data, extraction, 55, actors, all, major, platforms | | `appdeploy` | Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses ... | appdeploy | appdeploy, deploy, web, apps, backend, apis, database, file, storage, user, asks, publish | -| `astropy` | Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, p... | astropy | astropy, python, library, astronomy, astrophysics, skill, should, used, working, astronomical, data, including | +| `astropy` | Astropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis. | astropy | astropy, core, python, package, astronomy, providing, essential, functionality, astronomical, research, data, analysis | | `audio-transcriber` | Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration | [audio, transcription, whisper, meeting-minutes, speech-to-text] | [audio, transcription, whisper, meeting-minutes, speech-to-text], audio, transcriber, transform, recordings, professional, markdown, documentation | -| `autonomous-agent-patterns` | Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use ... | autonomous, agent | autonomous, agent, building, coding, agents, covers, integration, permission, browser, automation, human, loop | -| `autonomous-agents` | Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The c... | autonomous, agents | autonomous, agents, ai, independently, decompose, goals, plan, actions, execute, self, correct, without | +| `autonomous-agents` | You are an agent architect who has learned the hard lessons of autonomous AI. You've seen the gap between impressive demos and production disasters. You know... | autonomous, agents | autonomous, agents, agent, architect, who, learned, hard, lessons, ai, ve, seen, gap | | `avoid-ai-writing` | Audit and rewrite content to remove 21 categories of AI writing patterns with a 43-entry replacement table | avoid, ai, writing | avoid, ai, writing, audit, rewrite, content, remove, 21, categories, 43, entry, replacement | | `awt-e2e-testing` | AI-powered E2E web testing — eyes and hands for AI coding tools. Declarative YAML scenarios, Playwright execution, visual matching (OpenCV + OCR), platform a... | awt, e2e | awt, e2e, testing, ai, powered, web, eyes, hands, coding, declarative, yaml, scenarios | | `azure-ai-agents-persistent-dotnet` | Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. | azure, ai, agents, persistent, dotnet | azure, ai, agents, persistent, dotnet, sdk, net, low, level, creating, managing, threads | | `azure-ai-agents-persistent-java` | Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. | azure, ai, agents, persistent, java | azure, ai, agents, persistent, java, sdk, low, level, creating, managing, threads, messages | -| `azure-ai-contentsafety-java` | Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm det... | azure, ai, contentsafety, java | azure, ai, contentsafety, java, content, moderation, applications, safety, sdk, implementing, text, image | +| `azure-ai-contentsafety-java` | Build content moderation applications using the Azure AI Content Safety SDK for Java. | azure, ai, contentsafety, java | azure, ai, contentsafety, java, content, moderation, applications, safety, sdk | | `azure-ai-contentsafety-py` | Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification. | azure, ai, contentsafety, py | azure, ai, contentsafety, py, content, safety, sdk, python, detecting, harmful, text, images | -| `azure-ai-contentsafety-ts` | Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detect... | azure, ai, contentsafety, ts | azure, ai, contentsafety, ts, analyze, text, images, harmful, content, safety, rest, moderating | +| `azure-ai-contentsafety-ts` | Analyze text and images for harmful content with customizable blocklists. | azure, ai, contentsafety, ts | azure, ai, contentsafety, ts, analyze, text, images, harmful, content, customizable, blocklists | | `azure-ai-contentunderstanding-py` | Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video. | azure, ai, contentunderstanding, py | azure, ai, contentunderstanding, py, content, understanding, sdk, python, multimodal, extraction, documents, images | | `azure-ai-document-intelligence-dotnet` | Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models. | azure, ai, document, intelligence, dotnet | azure, ai, document, intelligence, dotnet, sdk, net, extract, text, tables, structured, data | -| `azure-ai-document-intelligence-ts` | Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoic... | azure, ai, document, intelligence, ts | azure, ai, document, intelligence, ts, extract, text, tables, structured, data, documents, rest | -| `azure-ai-formrecognizer-java` | Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from ... | azure, ai, formrecognizer, java | azure, ai, formrecognizer, java, document, analysis, applications, intelligence, form, recognizer, sdk, extracting | +| `azure-ai-document-intelligence-ts` | Extract text, tables, and structured data from documents using prebuilt and custom models. | azure, ai, document, intelligence, ts | azure, ai, document, intelligence, ts, extract, text, tables, structured, data, documents, prebuilt | +| `azure-ai-formrecognizer-java` | Build document analysis applications using the Azure AI Document Intelligence SDK for Java. | azure, ai, formrecognizer, java | azure, ai, formrecognizer, java, document, analysis, applications, intelligence, sdk | | `azure-ai-ml-py` | Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines. | azure, ai, ml, py | azure, ai, ml, py, machine, learning, sdk, v2, python, workspaces, jobs, models | | `azure-ai-openai-dotnet` | Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, ... | azure, ai, openai, dotnet | azure, ai, openai, dotnet, sdk, net, client, library, chat, completions, embeddings, image | | `azure-ai-projects-dotnet` | Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes. | azure, ai, dotnet | azure, ai, dotnet, sdk, net, high, level, client, foundry, including, agents, connections | | `azure-ai-projects-java` | Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations. | azure, ai, java | azure, ai, java, sdk, high, level, foundry, including, connections, datasets, indexes, evaluations | -| `azure-ai-projects-py` | Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents wi... | azure, ai, py | azure, ai, py, applications, python, sdk, working, foundry, clients, creating, versioned, agents | -| `azure-ai-projects-ts` | Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, de... | azure, ai, ts | azure, ai, ts, applications, sdk, javascript, working, foundry, clients, agents, connections, deployments | +| `azure-ai-projects-py` | Build AI applications on Microsoft Foundry using the azure-ai-projects SDK. | azure, ai, py | azure, ai, py, applications, microsoft, foundry, sdk | +| `azure-ai-projects-ts` | High-level SDK for Azure AI Foundry projects with agents, connections, deployments, and evaluations. | azure, ai, ts | azure, ai, ts, high, level, sdk, foundry, agents, connections, deployments, evaluations | | `azure-ai-textanalytics-py` | Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language pr... | azure, ai, textanalytics, py | azure, ai, textanalytics, py, text, analytics, sdk, sentiment, analysis, entity, recognition, key | | `azure-ai-transcription-py` | Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization. | azure, ai, transcription, py | azure, ai, transcription, py, sdk, python, real, time, batch, speech, text, timestamps | | `azure-ai-translation-document-py` | Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other do... | azure, ai, translation, document, py | azure, ai, translation, document, py, sdk, batch, documents, format, preservation, translating, word | | `azure-ai-translation-text-py` | Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in... | azure, ai, translation, text, py | azure, ai, translation, text, py, sdk, real, time, transliteration, language, detection, dictionary | -| `azure-ai-translation-ts` | Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when i... | azure, ai, translation, ts | azure, ai, translation, ts, applications, sdks, javascript, rest, text, document, implementing, transliter | +| `azure-ai-translation-ts` | Text and document translation with REST-style clients. | azure, ai, translation, ts | azure, ai, translation, ts, text, document, rest, style, clients | | `azure-ai-vision-imageanalysis-java` | Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, ... | azure, ai, vision, imageanalysis, java | azure, ai, vision, imageanalysis, java, image, analysis, applications, sdk, implementing, captioning, ocr | | `azure-ai-vision-imageanalysis-py` | Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding ta... | azure, ai, vision, imageanalysis, py | azure, ai, vision, imageanalysis, py, image, analysis, sdk, captions, tags, objects, ocr | | `azure-ai-voicelive-dotnet` | Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication. | azure, ai, voicelive, dotnet | azure, ai, voicelive, dotnet, voice, live, sdk, net, real, time, applications, bidirectional | | `azure-ai-voicelive-java` | Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket. | azure, ai, voicelive, java | azure, ai, voicelive, java, sdk, real, time, bidirectional, voice, conversations, assistants, websocket | -| `azure-ai-voicelive-py` | Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-tim... | azure, ai, voicelive, py | azure, ai, voicelive, py, real, time, voice, applications, live, sdk, skill, creating | +| `azure-ai-voicelive-py` | Build real-time voice AI applications with bidirectional WebSocket communication. | azure, ai, voicelive, py | azure, ai, voicelive, py, real, time, voice, applications, bidirectional, websocket, communication | | `azure-ai-voicelive-ts` | Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication. | azure, ai, voicelive, ts | azure, ai, voicelive, ts, voice, live, sdk, javascript, typescript, real, time, applications | -| `azure-communication-callautomation-java` | Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, ... | azure, communication, callautomation, java | azure, communication, callautomation, java, call, automation, sdk, implementing, ivr, routing, recording, dtmf | +| `azure-communication-callautomation-java` | Build server-side call automation workflows including IVR systems, call routing, recording, and AI-powered interactions. | azure, communication, callautomation, java | azure, communication, callautomation, java, server, side, call, automation, including, ivr, routing, recording | | `azure-cosmos-java` | Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns. | azure, cosmos, java | azure, cosmos, java, db, sdk, nosql, database, operations, global, distribution, multi, model | | `azure-cosmos-py` | Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. | azure, cosmos, py | azure, cosmos, py, db, sdk, python, nosql, api, document, crud, queries, containers | | `azure-cosmos-rust` | Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. | azure, cosmos, rust | azure, cosmos, rust, db, sdk, nosql, api, document, crud, queries, containers, globally | | `azure-cosmos-ts` | Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and cont... | azure, cosmos, ts | azure, cosmos, ts, db, javascript, typescript, sdk, data, plane, operations, crud, documents | -| `azure-data-tables-java` | Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, s... | azure, data, tables, java | azure, data, tables, java, table, storage, applications, sdk, working, cosmos, db, api | +| `azure-data-tables-java` | Build table storage applications using the Azure Tables SDK for Java. Works with both Azure Table Storage and Cosmos DB Table API. | azure, data, tables, java | azure, data, tables, java, table, storage, applications, sdk, works, both, cosmos, db | | `azure-data-tables-py` | Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations. | azure, data, tables, py | azure, data, tables, py, sdk, python, storage, cosmos, db, nosql, key, value | | `azure-eventhub-java` | Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building... | azure, eventhub, java | azure, eventhub, java, real, time, streaming, applications, event, hubs, sdk, implementing, high | | `azure-eventhub-rust` | Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion. | azure, eventhub, rust | azure, eventhub, rust, event, hubs, sdk, sending, receiving, events, streaming, data, ingestion | -| `azure-eventhub-ts` | Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real... | azure, eventhub, ts | azure, eventhub, ts, event, streaming, applications, hubs, sdk, javascript, implementing, high, throughput | +| `azure-eventhub-ts` | High-throughput event streaming and real-time data ingestion. | azure, eventhub, ts | azure, eventhub, ts, high, throughput, event, streaming, real, time, data, ingestion | | `azure-maps-search-dotnet` | Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map t... | azure, maps, search, dotnet | azure, maps, search, dotnet, sdk, net, location, including, geocoding, routing, rendering, geolocation | | `azure-monitor-ingestion-java` | Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE). | azure, monitor, ingestion, java | azure, monitor, ingestion, java, sdk, send, custom, logs, via, data, collection, rules | | `azure-monitor-ingestion-py` | Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API. | azure, monitor, ingestion, py | azure, monitor, ingestion, py, sdk, python, sending, custom, logs, log, analytics, workspace | @@ -236,44 +243,47 @@ Total skills: 1273 | `azure-resource-manager-sql-dotnet` | Azure Resource Manager SDK for Azure SQL in .NET. | azure, resource, manager, sql, dotnet | azure, resource, manager, sql, dotnet, sdk, net | | `azure-search-documents-dotnet` | Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search. | azure, search, documents, dotnet | azure, search, documents, dotnet, ai, sdk, net, building, applications, full, text, vector | | `azure-search-documents-py` | Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets. | azure, search, documents, py | azure, search, documents, py, ai, sdk, python, vector, hybrid, semantic, ranking, indexing | -| `azure-search-documents-ts` | Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid ... | azure, search, documents, ts | azure, search, documents, ts, applications, ai, sdk, javascript, creating, managing, indexes, implementing | +| `azure-search-documents-ts` | Build search applications with vector, hybrid, and semantic search capabilities. | azure, search, documents, ts | azure, search, documents, ts, applications, vector, hybrid, semantic, capabilities | | `azure-storage-file-datalake-py` | Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations. | azure, storage, file, datalake, py | azure, storage, file, datalake, py, data, lake, gen2, sdk, python, hierarchical, big | | `bdi-mental-states` | This skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transfor... | bdi, mental, states | bdi, mental, states, skill, should, used, user, asks, model, agent, architecture, belief | | `beautiful-prose` | A hard-edged writing style contract for timeless, forceful English prose without modern AI tics. Use when users ask for prose or rewrites that must be clean,... | beautiful, prose | beautiful, prose, hard, edged, writing, style, contract, timeless, forceful, english, without, ai | | `behavioral-modes` | AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type. | behavioral, modes | behavioral, modes, ai, operational, brainstorm, debug, review, teach, ship, orchestrate, adapt, behavior | -| `blockrun` | Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\\"blockrun\\", \\"use grok\\"... | blockrun | blockrun, user, capabilities, claude, lacks, image, generation, real, time, twitter, data, explicitly | -| `browser-automation` | Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to underst... | browser | browser, automation, powers, web, testing, scraping, ai, agent, interactions, difference, between, flaky | +| `biopython` | Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, ... | biopython | biopython, set, freely, available, python, biological, computation, provides, functionality, sequence, manipulation, file | | `business-analyst` | Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive mod... | business, analyst | business, analyst, analysis, ai, powered, analytics, real, time, dashboards, data, driven, insights | | `cc-skill-backend-patterns` | Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes. | cc, skill, backend | cc, skill, backend, architecture, api, database, optimization, server, side, node, js, express | | `cc-skill-clickhouse-io` | ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads. | cc, skill, clickhouse, io | cc, skill, clickhouse, io, database, query, optimization, analytics, data, engineering, high, performance | -| `cirq` | Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experi... | cirq | cirq, google, quantum, computing, framework, targeting, ai, hardware, designing, noise, aware, circuits | +| `cirq` | Cirq is Google Quantum AI's open-source framework for designing, simulating, and running quantum circuits on quantum computers and simulators. | cirq | cirq, google, quantum, ai, open, source, framework, designing, simulating, running, circuits, computers | | `claimable-postgres` | Provision instant temporary Postgres databases via Claimable Postgres by Neon (pg.new). No login or credit card required. Use for quick Postgres environments... | claimable, postgres | claimable, postgres, provision, instant, temporary, databases, via, neon, pg, new, no, login | | `clarity-gate` | Pre-ingestion verification for epistemic quality in RAG systems. Ensures documents are properly qualified before entering knowledge bases. Produces CGD (Clar... | clarity, gate | clarity, gate, pre, ingestion, verification, epistemic, quality, rag, ensures, documents, properly, qualified | +| `claude-d3js-skill` | This skill provides guidance for creating sophisticated, interactive data visualisations using d3.js. | claude, d3js, skill | claude, d3js, skill, provides, guidance, creating, sophisticated, interactive, data, visualisations, d3, js | | `code-documentation-doc-generate` | You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user g... | code, documentation, doc, generate | code, documentation, doc, generate, specializing, creating, maintainable, api, docs, architecture, diagrams, user | | `code-reviewer` | Elite code review expert specializing in modern AI-powered code | code | code, reviewer, elite, review, specializing, ai, powered | | `codex-review` | Professional code review with auto CHANGELOG generation, integrated with Codex AI | codex | codex, review, professional, code, auto, changelog, generation, integrated, ai | -| `computer-use-agents` | Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer... | computer, use, agents | computer, use, agents, ai, interact, computers, like, humans, do, viewing, screens, moving | +| `constant-time-analysis` | Analyze cryptographic code to detect operations that leak secret data through execution timing variations. | constant, time | constant, time, analysis, analyze, cryptographic, code, detect, operations, leak, secret, data, through | | `content-marketer` | Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marke... | content, marketer | content, marketer, elite, marketing, strategist, specializing, ai, powered, creation, omnichannel, distribution, seo | +| `context-driven-development` | Guide for implementing and maintaining context as a managed artifact alongside code, enabling consistent AI interactions and team alignment through structure... | driven | driven, context, development, implementing, maintaining, managed, artifact, alongside, code, enabling, consistent, ai | | `context-manager` | Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems. | manager | manager, context, elite, ai, engineering, mastering, dynamic, vector, databases, knowledge, graphs, intelligent | -| `context-window-management` | Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, conte... | window | window, context, managing, llm, windows, including, summarization, trimming, routing, avoiding, rot, token | +| `context-window-management` | You're a context engineering specialist who has optimized LLM applications handling millions of conversations. You've seen systems hit token limits, suffer c... | window | window, context, re, engineering, who, optimized, llm, applications, handling, millions, conversations, ve | | `conversation-memory` | Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory pers... | conversation, memory | conversation, memory, persistent, llm, conversations, including, short, term, long, entity, remember, persistence | +| `crewai` | You are an expert in designing collaborative AI agent teams with CrewAI. You think in terms of roles, responsibilities, and delegation. You design clear agen... | crewai | crewai, designing, collaborative, ai, agent, teams, think, terms, roles, responsibilities, delegation, clear | +| `crypto-bd-agent` | Production-tested patterns for building AI agents that autonomously discover, > evaluate, and acquire token listings for cryptocurrency exchanges. | crypto, bd, agent | crypto, bd, agent, tested, building, ai, agents, autonomously, discover, evaluate, acquire, token | | `customer-support` | Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences. | customer, support | customer, support, elite, ai, powered, mastering, conversational, automated, ticketing, sentiment, analysis, omnichannel | | `data-engineering-data-driven-feature` | Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation. | data, engineering, driven | data, engineering, driven, feature, features, guided, insights, testing, continuous, measurement, specialized, agents | | `data-quality-frameworks` | Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation r... | data, quality, frameworks | data, quality, frameworks, validation, great, expectations, dbt, tests, contracts, building, pipelines, implementing | | `data-scientist` | Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business in... | data, scientist | data, scientist, analytics, machine, learning, statistical, modeling, complex, analysis, predictive, business, intelligence | -| `data-storytelling` | Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating dat... | data, storytelling | data, storytelling, transform, compelling, narratives, visualization, context, persuasive, structure, presenting, analytics, stakeholders | +| `data-storytelling` | Transform raw data into compelling narratives that drive decisions and inspire action. | data, storytelling | data, storytelling, transform, raw, compelling, narratives, drive, decisions, inspire, action | | `data-structure-protocol` | Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading th... | data, structure, protocol | data, structure, protocol, give, agents, persistent, structural, memory, codebase, navigate, dependencies, track | | `database` | Database development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering. | database | database, development, operations, covering, sql, nosql, migrations, optimization, data, engineering | | `database-architect` | Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. | database | database, architect, specializing, data, layer, scratch, technology, selection, schema, modeling, scalable, architectures | | `database-design` | Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases. | database | database, principles, decision, making, schema, indexing, orm, selection, serverless, databases | | `database-optimizer` | Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. | database, optimizer | database, optimizer, specializing, performance, tuning, query, optimization, scalable, architectures | -| `dbt-transformation-patterns` | Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data tr... | dbt, transformation | dbt, transformation, data, analytics, engineering, model, organization, testing, documentation, incremental, building, transformations | +| `dbt-transformation-patterns` | Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing. | dbt, transformation | dbt, transformation, data, including, model, organization, testing, documentation, incremental, processing | | `django-perf-review` | Django performance code review. Use when asked to "review Django performance", "find N+1 queries", "optimize Django", "check queryset performance", "database... | django, perf | django, perf, review, performance, code, asked, find, queries, optimize, check, queryset, database | | `documentation-generation-doc-generate` | You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user g... | documentation, generation, doc, generate | documentation, generation, doc, generate, specializing, creating, maintainable, code, api, docs, architecture, diagrams | | `documentation-templates` | Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation. | documentation | documentation, structure, guidelines, readme, api, docs, code, comments, ai, friendly | | `drizzle-orm-expert` | Expert in Drizzle ORM for TypeScript — schema design, relational queries, migrations, and serverless database integration. Use when building type-safe databa... | drizzle, orm | drizzle, orm, typescript, schema, relational, queries, migrations, serverless, database, integration, building, type | | `dwarf-expert` | Provides expertise for analyzing DWARF debug files and understanding the DWARF debug format/standard (v3-v5). Triggers when understanding DWARF information, ... | dwarf | dwarf, provides, expertise, analyzing, debug, files, understanding, format, standard, v3, v5, triggers | -| `embedding-strategies` | Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optim... | embedding, strategies | embedding, strategies, select, optimize, models, semantic, search, rag, applications, choosing, implementing, chunking | +| `embedding-strategies` | Guide to selecting and optimizing embedding models for vector search applications. | embedding, strategies | embedding, strategies, selecting, optimizing, models, vector, search, applications | | `fal-audio` | Text-to-speech and speech-to-text using fal.ai audio models | fal, audio | fal, audio, text, speech, ai, models | | `fal-generate` | Generate images and videos using fal.ai AI models | fal, generate | fal, generate, images, videos, ai, models | | `fal-image-edit` | AI-powered image editing with style transfer and object removal | fal, image, edit | fal, image, edit, ai, powered, editing, style, transfer, object, removal | @@ -286,33 +296,30 @@ Total skills: 1273 | `fp-pipe-ref` | Quick reference for pipe and flow. Use when user needs to chain functions, compose operations, or build data pipelines in fp-ts. | fp-ts, pipe, flow, composition, quick-reference | fp-ts, pipe, flow, composition, quick-reference, fp, ref, quick, reference, user, chain, functions | | `fp-react` | Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Works with React 18/19, Next.js 14/15. | fp-ts, react, typescript, hooks, state-management, forms, data-fetching, remote-data, react-19, next-js | fp-ts, react, typescript, hooks, state-management, forms, data-fetching, remote-data, react-19, next-js, fp, practical | | `fp-ts-react` | Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works ... | fp, ts, react | fp, ts, react, practical, hooks, state, forms, data, fetching, building, apps, functional | -| `frontend-dev-guidelines` | Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based archi... | frontend, dev, guidelines | frontend, dev, guidelines, opinionated, development, standards, react, typescript, applications, covers, suspense, first | -| `frontend-ui-dark-ts` | Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboard... | frontend, ui, dark, ts | frontend, ui, dark, ts, themed, react, applications, tailwind, css, custom, theming, glassmorphism | +| `frontend-ui-dark-ts` | A modern dark-themed React UI system using Tailwind CSS and Framer Motion. Designed for dashboards, admin panels, and data-rich applications with glassmorphi... | frontend, ui, dark, ts | frontend, ui, dark, ts, themed, react, tailwind, css, framer, motion, designed, dashboards | +| `gemini-api-dev` | The Gemini API provides access to Google's most advanced AI models. Key capabilities include: | gemini, api, dev | gemini, api, dev, provides, access, google, most, ai, models, key, capabilities, include | | `geo-fundamentals` | Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity). | geo, fundamentals | geo, fundamentals, generative, engine, optimization, ai, search, engines, chatgpt, claude, perplexity | | `goldrush-api` | Query blockchain data across 100+ chains: wallet balances, token prices, transactions, DEX pairs, and real-time OHLCV streams via the GoldRush API by Covalent. | blockchain, crypto, web3, api, defi, wallet, multi-chain | blockchain, crypto, web3, api, defi, wallet, multi-chain, goldrush, query, data, 100, chains | | `google-analytics-automation` | Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for cu... | google, analytics | google, analytics, automation, automate, tasks, via, rube, mcp, composio, run, reports, list | -| `google-sheets-automation` | Read and write Google Sheets spreadsheets - get content, update cells, append rows, fetch specific ranges, search for spreadsheets, and view metadata. Use wh... | google, sheets | google, sheets, automation, read, write, spreadsheets, get, content, update, cells, append, rows | | `googlesheets-automation` | Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting,... | googlesheets | googlesheets, automation, automate, google, sheets, operations, read, write, format, filter, spreadsheets, via | -| `graphql` | GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful al... | graphql | graphql, gives, clients, exactly, data, no, less, one, endpoint, typed, schema, introspection | -| `hig-technologies` | Apple HIG guidance for Apple technology integrations: Siri, Apple Pay, HealthKit, HomeKit, ARKit, machine learning, generative AI, iCloud, Sign in with Apple... | hig, technologies | hig, technologies, apple, guidance, technology, integrations, siri, pay, healthkit, homekit, arkit, machine | | `hosted-agents-v2-py` | Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry. | hosted, agents, v2, py | hosted, agents, v2, py, azure, ai, sdk, imagebasedhostedagentdefinition, creating, container, foundry | | `hugging-face-datasets` | Create and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, streaming row updates, and SQL-based dataset qu... | hugging, face, datasets | hugging, face, datasets, hub, supports, initializing, repos, defining, configs, prompts, streaming, row | -| `hugging-face-tool-builder` | Use this skill when the user wants to build tool/scripts or achieve a task where using data from the Hugging Face API would help. This is especially useful w... | hugging, face, builder | hugging, face, builder, skill, user, wants, scripts, achieve, task, where, data, api | | `hybrid-search-implementation` | Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides... | hybrid, search | hybrid, search, combine, vector, keyword, improved, retrieval, implementing, rag, building, engines, neither | | `iconsax-library` | Extensive icon library and AI-driven icon generation skill for premium UI/UX design. | iconsax, library | iconsax, library, extensive, icon, ai, driven, generation, skill, premium, ui, ux | | `image-studio` | Studio de geracao de imagens inteligente — roteamento automatico entre ai-studio-image (fotos humanizadas/influencer) e stability-ai (arte/ ilustracao/edicao... | image-generation, routing, ai-art, photography | image-generation, routing, ai-art, photography, image, studio, de, geracao, imagens, inteligente, roteamento, automatico | | `imagen` | AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets. | imagen | imagen, ai, image, generation, skill, powered, google, gemini, enabling, seamless, visual, content | | `instagram` | Integracao completa com Instagram via Graph API. Publicacao, analytics, comentarios, DMs, hashtags, agendamento, templates e gestao de contas Business/Creator. | social-media, instagram, graph-api, content | social-media, instagram, graph-api, content, integracao, completa, com, via, graph, api, publicacao, analytics | | `ios-developer` | Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization. | ios | ios, developer, develop, native, applications, swift, swiftui, masters, 18, uikit, integration, core | -| `langchain-architecture` | Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implement... | langchain, architecture | langchain, architecture, llm, applications, framework, agents, memory, integration, building, implementing, ai, creating | -| `langgraph` | Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles ... | langgraph | langgraph, grade, framework, building, stateful, multi, actor, ai, applications, covers, graph, construction | +| `langchain-architecture` | Master the LangChain framework for building sophisticated LLM applications with agents, chains, memory, and tool integration. | langchain, architecture | langchain, architecture, framework, building, sophisticated, llm, applications, agents, chains, memory, integration | +| `langgraph` | You are an expert in building production-grade AI agents with LangGraph. You understand that agents need explicit structure - graphs make the flow visible an... | langgraph | langgraph, building, grade, ai, agents, understand, explicit, structure, graphs, flow, visible, debuggable | | `libreoffice/base` | Database management, forms, reports, and data operations with LibreOffice Base. | libreoffice/base | libreoffice/base, base, database, forms, reports, data, operations, libreoffice | | `libreoffice/calc` | Spreadsheet creation, format conversion (ODS/XLSX/CSV), formulas, data automation with LibreOffice Calc. | libreoffice/calc | libreoffice/calc, calc, spreadsheet, creation, format, conversion, ods, xlsx, csv, formulas, data, automation | | `libreoffice/draw` | Vector graphics and diagram creation, format conversion (ODG/SVG/PDF) with LibreOffice Draw. | libreoffice/draw | libreoffice/draw, draw, vector, graphics, diagram, creation, format, conversion, odg, svg, pdf, libreoffice | +| `llm-app-patterns` | Production-ready patterns for building LLM applications, inspired by [Dify](https://github.com/langgenius/dify) and industry best practices. | llm, app | llm, app, building, applications, inspired, dify, https, github, com, langgenius, industry | | `llm-application-dev-ai-assistant` | You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comp... | llm, application, dev, ai | llm, application, dev, ai, assistant, development, specializing, creating, intelligent, conversational, interfaces, chatbots | | `llm-application-dev-langchain-agent` | You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph. | llm, application, dev, langchain, agent | llm, application, dev, langchain, agent, developer, specializing, grade, ai, langgraph | | `llm-application-dev-prompt-optimize` | You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thoug... | llm, application, dev, prompt, optimize | llm, application, dev, prompt, optimize, engineer, specializing, crafting, effective, prompts, llms, through | -| `llm-evaluation` | Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performanc... | llm, evaluation | llm, evaluation, applications, automated, metrics, human, feedback, benchmarking, testing, performance, measuring, ai | +| `llm-evaluation` | Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing. | llm, evaluation | llm, evaluation, applications, automated, metrics, human, testing | | `llm-ops` | LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para pr... | llm, rag, embeddings, vector-db, fine-tuning | llm, rag, embeddings, vector-db, fine-tuning, ops, operations, vector, databases, fine, tuning, prompt | | `llm-prompt-optimizer` | Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage. | llm, prompt, optimizer | llm, prompt, optimizer, improving, prompts, any, applies, proven, engineering, techniques, boost, output | | `llm-structured-output` | Get reliable JSON, enums, and typed objects from LLMs using response_format, tool_use, and schema-constrained decoding across OpenAI, Anthropic, and Google A... | llm, structured, output | llm, structured, output, get, reliable, json, enums, typed, objects, llms, response, format | @@ -324,58 +331,55 @@ Total skills: 1273 | `molykit` | CRITICAL: Use for MolyKit AI chat toolkit. Triggers on: BotClient, OpenAI, SSE streaming, AI chat, molykit, PlatformSend, spawn(), ThreadToken, cross-platfor... | molykit | molykit, critical, ai, chat, toolkit, triggers, botclient, openai, sse, streaming, platformsend, spawn | | `n8n-expression-syntax` | Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting e... | n8n, expression, syntax | n8n, expression, syntax, validate, fix, common, errors, writing, expressions, accessing, json, node | | `nanobanana-ppt-skills` | AI-powered PPT generation with document analysis and styled images | nanobanana, ppt, skills | nanobanana, ppt, skills, ai, powered, generation, document, analysis, styled, images | -| `neon-postgres` | Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, dat... | neon, postgres | neon, postgres, serverless, branching, connection, pooling, prisma, drizzle, integration, database | -| `nextjs-app-router-patterns` | Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, impleme... | nextjs, app, router | nextjs, app, router, next, js, 14, server, components, streaming, parallel, routes, data | +| `neon-postgres` | Configure Prisma for Neon with connection pooling. | neon, postgres | neon, postgres, configure, prisma, connection, pooling | +| `nestjs-expert` | You are an expert in Nest.js with deep knowledge of enterprise-grade Node.js application architecture, dependency injection patterns, decorators, middleware,... | nestjs | nestjs, nest, js, deep, knowledge, enterprise, grade, node, application, architecture, dependency, injection | | `nextjs-best-practices` | Next.js App Router principles. Server Components, data fetching, routing patterns. | nextjs, best, practices | nextjs, best, practices, next, js, app, router, principles, server, components, data, fetching | -| `nodejs-backend-patterns` | Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration,... | nodejs, backend | nodejs, backend, node, js, express, fastify, implementing, middleware, error, handling, authentication, database | | `odoo-edi-connector` | Guide for implementing EDI (Electronic Data Interchange) with Odoo: X12, EDIFACT document mapping, partner onboarding, and automated order processing. | odoo, edi, connector | odoo, edi, connector, implementing, electronic, data, interchange, x12, edifact, document, mapping, partner | | `odoo-inventory-optimizer` | Expert guide for Odoo Inventory: stock valuation (FIFO/AVCO), reordering rules, putaway strategies, routes, and multi-warehouse configuration. | odoo, inventory, optimizer | odoo, inventory, optimizer, stock, valuation, fifo, avco, reordering, rules, putaway, routes, multi | | `php-pro` | Write idiomatic PHP code with generators, iterators, SPL data structures, and modern OOP features. Use PROACTIVELY for high-performance PHP applications. | php | php, pro, write, idiomatic, code, generators, iterators, spl, data, structures, oop, features | -| `podcast-generation` | Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, aud... | podcast, generation | podcast, generation, generate, ai, powered, style, audio, narratives, azure, openai, gpt, realtime | | `polars` | Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution... | polars | polars, fast, memory, dataframe, library, datasets, fit, ram, pandas, too, slow, data | | `postgres-best-practices` | Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, o... | postgres, best, practices | postgres, best, practices, performance, optimization, supabase, skill, writing, reviewing, optimizing, queries, schema | | `postgresql` | Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features | postgresql | postgresql, specific, schema, covers, data, types, indexing, constraints, performance, features | | `postgresql-optimization` | PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management. | postgresql, optimization | postgresql, optimization, database, query, tuning, indexing, performance, analysis | -| `prisma-expert` | Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, m... | prisma | prisma, orm, schema, migrations, query, optimization, relations, modeling, database, operations, proactively, issues | +| `prisma-expert` | You are an expert in Prisma ORM with deep knowledge of schema design, migrations, query optimization, relations modeling, and database operations across Post... | prisma | prisma, orm, deep, knowledge, schema, migrations, query, optimization, relations, modeling, database, operations | | `programmatic-seo` | Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data. | programmatic, seo | programmatic, seo, evaluate, creating, driven, pages, scale, structured, data | | `progressive-estimation` | Estimate AI-assisted and hybrid human+agent development work with research-backed PERT statistics and calibration feedback loops | estimation, project-management, pert, sprint-planning, ai-agents | estimation, project-management, pert, sprint-planning, ai-agents, progressive, estimate, ai, assisted, hybrid, human, agent | -| `prompt-caching` | Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache... | prompt, caching | prompt, caching, llm, prompts, including, anthropic, response, cag, cache, augmented, generation, augm | -| `prompt-engineering-patterns` | Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, impro... | prompt, engineering | prompt, engineering, techniques, maximize, llm, performance, reliability, controllability, optimizing, prompts, improving, outputs | +| `project-development` | This skill covers the principles for identifying tasks suited to LLM processing, designing effective project architectures, and iterating rapidly using agent... | | development, skill, covers, principles, identifying, tasks, suited, llm, processing, designing, effective, architectures | +| `prompt-caching` | You're a caching specialist who has reduced LLM costs by 90% through strategic caching. You've implemented systems that cache at multiple levels: prompt pref... | prompt, caching | prompt, caching, re, who, reduced, llm, costs, 90, through, strategic, ve, implemented | +| `prompt-engineering-patterns` | Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability. | prompt, engineering | prompt, engineering, techniques, maximize, llm, performance, reliability, controllability | | `pydantic-ai` | Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support. | pydantic-ai, ai-agents, llm, openai, anthropic, gemini, tool-use, structured-output, python | pydantic-ai, ai-agents, llm, openai, anthropic, gemini, tool-use, structured-output, python, pydantic, ai, agents | -| `pydantic-models-py` | Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schem... | pydantic, models, py | pydantic, models, py, following, multi, model, base, update, response, indb, variants, defining | -| `rag-engineer` | Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LL... | rag | rag, engineer, building, retrieval, augmented, generation, masters, embedding, models, vector, databases, chunking | +| `rag-engineer` | I bridge the gap between raw documents and LLM understanding. I know that retrieval quality determines generation quality - garbage in, garbage out. I obsess... | rag | rag, engineer, bridge, gap, between, raw, documents, llm, understanding, know, retrieval, quality | | `rag-implementation` | RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimiza... | rag | rag, retrieval, augmented, generation, covering, embedding, selection, vector, database, setup, chunking, optimization | | `react-ui-patterns` | Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states. | react, ui | react, ui, loading, states, error, handling, data, fetching, building, components, async, managing | | `recallmax` | FREE — God-tier long-context memory for AI agents. Injects 500K-1M clean tokens, auto-summarizes with tone/intent preservation, compresses 14-turn history in... | memory, context, rag, summarization, compression, long-context, agent-infrastructure | memory, context, rag, summarization, compression, long-context, agent-infrastructure, recallmax, free, god, tier, long | +| `referral-program` | You are an expert in viral growth and referral marketing with access to referral program data and third-party tools. Your goal is to help design and optimize... | referral, program | referral, program, viral, growth, marketing, access, data, third, party, goal, optimize, programs | | `robius-state-management` | CRITICAL: Use for Robius state management patterns. Triggers on: AppState, persistence, theme switch, 状态管理, Scope::with_data, save state, load state, serde, ... | robius, state | robius, state, critical, triggers, appstate, persistence, theme, switch, scope, data, save, load | | `sankhya-dashboard-html-jsp-custom-best-pratices` | This skill should be used when the user asks for patterns, best practices, creation, or fixing of Sankhya dashboards using HTML, JSP, Java, and SQL. | sankhya, dashboard, jsp, html, sql, best-practices | sankhya, dashboard, jsp, html, sql, best-practices, custom, pratices, skill, should, used, user | | `scala-pro` | Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO... | scala | scala, pro, enterprise, grade, development, functional, programming, distributed, big, data, processing, apache | +| `scanpy` | Scanpy is a scalable Python toolkit for analyzing single-cell RNA-seq data, built on AnnData. Apply this skill for complete single-cell workflows including q... | scanpy | scanpy, scalable, python, toolkit, analyzing, single, cell, rna, seq, data, built, anndata | | `schema-markup` | Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact. | schema, markup | schema, markup, validate, optimize, org, structured, data, eligibility, correctness, measurable, seo, impact | +| `scientific-writing` | This is the core skill for the deep research and writing tool—combining AI-driven deep research with well-formatted written outputs. Every document produced ... | scientific, writing | scientific, writing, core, skill, deep, research, combining, ai, driven, well, formatted, written | | `scikit-learn` | Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines. | scikit, learn | scikit, learn, machine, learning, python, classification, regression, clustering, model, evaluation, ml, pipelines | | `seek-and-analyze-video` | Seek and analyze video content using Memories.ai Large Visual Memory Model for persistent video intelligence | video, ai, memories, social-media, youtube, tiktok, analysis | video, ai, memories, social-media, youtube, tiktok, analysis, seek, analyze, content, large, visual | -| `segment-cdp` | Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinat... | segment, cdp | segment, cdp, customer, data, platform, including, analytics, js, server, side, tracking, plans | -| `sendgrid-automation` | Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Al... | sendgrid | sendgrid, automation, automate, email, operations, including, sending, emails, managing, contacts, lists, sender | -| `senior-architect` | Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, F... | senior | senior, architect, software, architecture, skill, designing, scalable, maintainable, reactjs, nextjs, nodejs, express | +| `segment-cdp` | Client-side tracking with Analytics.js. Include track, identify, page, and group calls. Anonymous ID persists until identify merges with user. | segment, cdp | segment, cdp, client, side, tracking, analytics, js, include, track, identify, page, group | +| `sendgrid-automation` | Automate SendGrid email delivery workflows including marketing campaigns (Single Sends), contact and list management, sender identity setup, and email analyt... | sendgrid | sendgrid, automation, automate, email, delivery, including, marketing, campaigns, single, sends, contact, list | | `similarity-search-patterns` | Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieva... | similarity, search | similarity, search, efficient, vector, databases, building, semantic, implementing, nearest, neighbor, queries, optimizing | | `skill-creator-ms` | Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating exi... | skill, creator, ms | skill, creator, ms, creating, effective, skills, ai, coding, agents, working, azure, sdks | | `skill-seekers` | -Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes. | skill, seekers | skill, seekers, automatically, convert, documentation, websites, github, repositories, pdfs, claude, ai, skills | | `skin-health-analyzer` | Analyze skin health data, identify skin problem patterns, assess skin health status. Supports correlation analysis with nutrition, chronic diseases, and medi... | skin, health, analyzer | skin, health, analyzer, analyze, data, identify, problem, assess, status, supports, correlation, analysis | | `spark-optimization` | Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or... | spark, optimization | spark, optimization, optimize, apache, jobs, partitioning, caching, shuffle, memory, tuning, improving, performance | | `spline-3d-integration` | Use when adding interactive 3D scenes from Spline.design to web projects, including React embedding and runtime control API. | spline, 3d, integration | spline, 3d, integration, adding, interactive, scenes, web, including, react, embedding, runtime, control | -| `sql-injection-testing` | This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection"... | sql, injection | sql, injection, testing, skill, should, used, user, asks, test, vulnerabilities, perform, sqli | -| `sql-optimization-patterns` | Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when de... | sql, optimization | sql, optimization, query, indexing, explain, analysis, dramatically, improve, database, performance, eliminate, slow | -| `sqlmap-database-pentesting` | This skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap,... | sqlmap, database, pentesting | sqlmap, database, pentesting, skill, should, used, user, asks, automate, sql, injection, testing | +| `sql-optimization-patterns` | Transform slow database queries into lightning-fast operations through systematic optimization, proper indexing, and query plan analysis. | sql, optimization | sql, optimization, transform, slow, database, queries, lightning, fast, operations, through, systematic, proper | +| `sqlmap-database-pentesting` | Provide systematic methodologies for automated SQL injection detection and exploitation using SQLMap. | sqlmap, database, pentesting | sqlmap, database, pentesting, provide, systematic, methodologies, automated, sql, injection, detection, exploitation | | `stability-ai` | Geracao de imagens via Stability AI (SD3.5, Ultra, Core). Text-to-image, img2img, inpainting, upscale, remove-bg, search-replace. 15 estilos artisticos. | image-generation, stable-diffusion, ai-art, api | image-generation, stable-diffusion, ai-art, api, stability, ai, geracao, de, imagens, via, sd3, ultra | -| `stitch-ui-design` | Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, genera... | stitch, ui | stitch, ui, creating, effective, prompts, google, ai, user, wants, ux, app, interfaces | +| `stitch-ui-design` | Expert guidance for crafting effective prompts in Google Stitch, the AI-powered UI design tool by Google Labs. This skill helps create precise, actionable pr... | stitch, ui | stitch, ui, guidance, crafting, effective, prompts, google, ai, powered, labs, skill, helps | | `supabase-automation` | Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always sear... | supabase | supabase, automation, automate, database, queries, table, administration, storage, edge, functions, sql, execution | | `tanstack-query-expert` | Expert in TanStack Query (React Query) — asynchronous state management. Covers data fetching, stale time configuration, mutations, optimistic updates, and Ne... | tanstack, query | tanstack, query, react, asynchronous, state, covers, data, fetching, stale, time, configuration, mutations | | `team-collaboration-standup-notes` | You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remo... | team, collaboration, standup, notes | team, collaboration, standup, notes, communication, async, first, ai, assisted, note, generation, commit | -| `telegram-bot-builder` | Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API,... | telegram, bot, builder | telegram, bot, builder, building, bots, solve, real, problems, simple, automation, complex, ai | | `travel-health-analyzer` | 分析旅行健康数据、评估目的地健康风险、提供疫苗接种建议、生成多语言紧急医疗信息卡片。支持WHO/CDC数据集成的专业级旅行健康风险评估。 | travel, health, analyzer | travel, health, analyzer, who, cdc | -| `trigger-dev` | Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when:... | trigger, dev | trigger, dev, background, jobs, ai, reliable, async, execution, excellent, developer, experience, typescript | +| `ui-ux-pro-max` | Comprehensive design guide for web and mobile applications. Contains 50+ styles, 97 color palettes, 57 font pairings, 99 UX guidelines, and 25 chart types ac... | ui, ux, max | ui, ux, max, pro, web, mobile, applications, contains, 50, styles, 97, color | | `uniprot-database` | Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python workflows with multiple databases, prefer bio... | uniprot, database | uniprot, database, direct, rest, api, access, protein, searches, fasta, retrieval, id, mapping | -| `unity-ecs-patterns` | Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizin... | unity, ecs | unity, ecs, entity, component, dots, jobs, burst, high, performance, game, development, building | -| `using-neon` | Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon ... | using, neon | using, neon, guides, working, serverless, postgres, covers, getting, started, local, development, choosing | +| `unity-ecs-patterns` | Production patterns for Unity's Data-Oriented Technology Stack (DOTS) including Entity Component System, Job System, and Burst Compiler. | unity, ecs | unity, ecs, data, oriented, technology, stack, dots, including, entity, component, job, burst | | `vector-database-engineer` | Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applic... | vector, database | vector, database, engineer, databases, embedding, semantic, search, masters, pinecone, weaviate, qdrant, milvus | | `vector-index-tuning` | Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector sear... | vector, index, tuning | vector, index, tuning, optimize, performance, latency, recall, memory, hnsw, parameters, selecting, quantization | | `vercel-ai-sdk-expert` | Expert in the Vercel AI SDK. Covers Core API (generateText, streamText), UI hooks (useChat, useCompletion), tool calling, and streaming UI components with Re... | vercel, ai, sdk | vercel, ai, sdk, covers, core, api, generatetext, streamtext, ui, hooks, usechat, usecompletion | @@ -383,37 +387,35 @@ Total skills: 1273 | `vibe-code-auditor` | Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks. | vibe, code, auditor | vibe, code, auditor, audit, rapidly, generated, ai, produced, structural, flaws, fragility, risks | | `videodb-skills` | Upload, stream, search, edit, transcribe, and generate AI video and audio using the VideoDB SDK. | [video, editing, transcription, subtitles, search, streaming, ai-generation, media] | [video, editing, transcription, subtitles, search, streaming, ai-generation, media], videodb, skills, upload, stream | | `vizcom` | AI-powered product design tool for transforming sketches into full-fidelity 3D renders. | vizcom | vizcom, ai, powered, product, transforming, sketches, full, fidelity, 3d, renders | -| `voice-agents` | Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis,... | voice, agents | voice, agents, represent, frontier, ai, interaction, humans, speaking, naturally, challenge, isn, just | -| `voice-ai-development` | Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for... | voice, ai | voice, ai, development, building, applications, real, time, agents, enabled, apps, covers, openai | +| `voice-agents` | You are a voice AI architect who has shipped production voice agents handling millions of calls. You understand the physics of latency - every component adds... | voice, agents | voice, agents, ai, architect, who, shipped, handling, millions, calls, understand, physics, latency | +| `voice-ai-development` | You are an expert in building real-time voice applications. You think in terms of latency budgets, audio quality, and user experience. You know that voice ap... | voice, ai | voice, ai, development, building, real, time, applications, think, terms, latency, budgets, audio | | `voice-ai-engine-development` | Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling ... | voice, ai, engine | voice, ai, engine, development, real, time, conversational, engines, async, worker, pipelines, streaming | -| `web-artifacts-builder` | Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use ... | web, artifacts, builder | web, artifacts, builder, suite, creating, elaborate, multi, component, claude, ai, html, frontend | -| `wellally-tech` | Integrate digital health data sources (Apple Health, Fitbit, Oura Ring) and connect to WellAlly.tech knowledge base. Import external health device data, stan... | wellally, tech | wellally, tech, integrate, digital, health, data, sources, apple, fitbit, oura, ring, connect | -| `xlsx-official` | Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work ... | xlsx, official | xlsx, official, spreadsheet, creation, editing, analysis, formulas, formatting, data, visualization, claude, work | -| `yann-lecun` | Agente que simula Yann LeCun — inventor das Convolutional Neural Networks, Chief AI Scientist da Meta, Prêmio Turing 2018. Use quando quiser: perspectivas so... | persona, cnn, meta, ai-safety-critic, open-source | persona, cnn, meta, ai-safety-critic, open-source, yann, lecun, agente, que, simula, inventor, das | +| `web-artifacts-builder` | To build powerful frontend claude.ai artifacts, follow these steps: | web, artifacts, builder | web, artifacts, builder, powerful, frontend, claude, ai, follow, these, steps | +| `wellally-tech` | Integrate multiple digital health data sources, connect to [WellAlly.tech](https://www.wellally.tech/) knowledge base, providing data import and knowledge re... | wellally, tech | wellally, tech, integrate, multiple, digital, health, data, sources, connect, https, www, knowledge | +| `yann-lecun` | Agente que simula Yann LeCun — inventor das Convolutional Neural Networks, Chief AI Scientist da Meta, Prêmio Turing 2018. | persona, cnn, meta, ai-safety-critic, open-source | persona, cnn, meta, ai-safety-critic, open-source, yann, lecun, agente, que, simula, inventor, das | | `yes-md` | 6-layer AI governance: safety gates, evidence-based debugging, anti-slack detection, and machine-enforced hooks. Makes AI safe, thorough, and honest. | yes, md | yes, md, layer, ai, governance, safety, gates, evidence, debugging, anti, slack, detection | | `youtube-automation` | Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools firs... | youtube | youtube, automation, automate, tasks, via, rube, mcp, composio, upload, videos, playlists, search | +| `zapier-make-patterns` | You are a no-code automation architect who has built thousands of Zaps and Scenarios for businesses of all sizes. You've seen automations that save companies... | zapier, make | zapier, make, no, code, automation, architect, who, built, thousands, zaps, scenarios, businesses | -## development (183) +## development (180) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | -| `3d-web-experience` | Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portf... | 3d, web, experience | 3d, web, experience, building, experiences, three, js, react, fiber, spline, webgl, interactive | | `algolia-search` | Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instan... | algolia, search | algolia, search, indexing, react, instantsearch, relevance, tuning, adding, api, functionality | | `android-jetpack-compose-expert` | Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3. | android, jetpack, compose | android, jetpack, compose, guidance, building, uis, covering, state, navigation, performance, material | | `android_ui_verification` | Automated end-to-end UI testing and verification on an Android Emulator using ADB. | android_ui_verification | android_ui_verification, android, ui, verification, automated, testing, emulator, adb | | `animejs-animation` | Advanced JavaScript animation library skill for creating complex, high-performance web animations. | animejs, animation | animejs, animation, javascript, library, skill, creating, complex, high, performance, web, animations | -| `api-design-principles` | Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, revie... | api, principles | api, principles, rest, graphql, intuitive, scalable, maintainable, apis, delight, developers, designing, new | +| `api-design-principles` | Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time. | api, principles | api, principles, rest, graphql, intuitive, scalable, maintainable, apis, delight, developers, stand, test | | `api-documentation` | API documentation workflow for generating OpenAPI specs, creating developer guides, and maintaining comprehensive API documentation. | api, documentation | api, documentation, generating, openapi, specs, creating, developer, guides, maintaining | | `api-documentation-generator` | Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices | api, documentation, generator | api, documentation, generator, generate, developer, friendly, code, including, endpoints, parameters, examples | | `api-patterns` | API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination. | api | api, principles, decision, making, rest, vs, graphql, trpc, selection, response, formats, versioning | | `app-store-optimization` | Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store | app, store, optimization | app, store, optimization, complete, aso, toolkit, researching, optimizing, tracking, mobile, performance, apple | -| `architecture-patterns` | Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex ... | architecture | architecture, proven, backend, including, clean, hexagonal, domain, driven, architecting, complex, refactoring, existing | -| `async-python-patterns` | Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, ... | async, python | async, python, asyncio, concurrent, programming, await, high, performance, applications, building, apis, bound | +| `architecture-patterns` | Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, a... | architecture | architecture, proven, backend, including, clean, hexagonal, domain, driven, maintainable, testable, scalable | +| `async-python-patterns` | Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-pe... | async, python | async, python, guidance, implementing, asynchronous, applications, asyncio, concurrent, programming, await, building, high | | `azure-appconfiguration-java` | Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots. | azure, appconfiguration, java | azure, appconfiguration, java, app, configuration, sdk, centralized, application, key, value, settings, feature | | `azure-appconfiguration-py` | Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings. | azure, appconfiguration, py | azure, appconfiguration, py, app, configuration, sdk, python, centralized, feature, flags, dynamic, settings | -| `azure-appconfiguration-ts` | Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, ... | azure, appconfiguration, ts | azure, appconfiguration, ts, applications, app, configuration, sdk, javascript, working, settings, feature, flags | -| `azure-communication-callingserver-java` | Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects.... | azure, communication, callingserver, java | azure, communication, callingserver, java, legacy, sdk, note, deprecated, callautomation, instead, new, skill | -| `azure-communication-chat-java` | Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts... | azure, communication, chat, java | azure, communication, chat, java, real, time, applications, sdk, implementing, threads, messaging, participants | +| `azure-communication-callingserver-java` | ⚠️ DEPRECATED: This SDK has been renamed to Call Automation. For new projects, use azure-communication-callautomation instead. This skill is for maintaining ... | azure, communication, callingserver, java | azure, communication, callingserver, java, deprecated, sdk, been, renamed, call, automation, new, callautomation | +| `azure-communication-chat-java` | Build real-time chat applications with thread management, messaging, participants, and read receipts. | azure, communication, chat, java | azure, communication, chat, java, real, time, applications, thread, messaging, participants, read, receipts | | `azure-communication-common-java` | Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authen... | azure, communication, common, java | azure, communication, common, java, utilities, working, communicationtokencredential, user, identifiers, token, refresh, shared | | `azure-communication-sms-java` | Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery ... | azure, communication, sms, java | azure, communication, sms, java, send, messages, sdk, implementing, notifications, alerts, otp, delivery | | `azure-compute-batch-java` | Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes. | azure, compute, batch, java | azure, compute, batch, java, sdk, run, large, scale, parallel, hpc, jobs, pools | @@ -423,7 +425,7 @@ Total skills: 1273 | `azure-eventgrid-py` | Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures. | azure, eventgrid, py | azure, eventgrid, py, event, grid, sdk, python, publishing, events, handling, cloudevents, driven | | `azure-eventhub-dotnet` | Azure Event Hubs SDK for .NET. | azure, eventhub, dotnet | azure, eventhub, dotnet, event, hubs, sdk, net | | `azure-eventhub-py` | Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing. | azure, eventhub, py | azure, eventhub, py, event, hubs, sdk, python, streaming, high, throughput, ingestion, producers | -| `azure-functions` | Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production pat... | azure, functions | azure, functions, development, including, isolated, worker, model, durable, orchestration, cold, start, optimization | +| `azure-identity-java` | Authenticate Java applications with Azure services using Microsoft Entra ID (Azure AD). | azure, identity, java | azure, identity, java, authenticate, applications, microsoft, entra, id, ad | | `azure-identity-rust` | Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication. | azure, identity, rust | azure, identity, rust, sdk, authentication, developertoolscredential, managedidentitycredential, clientsecretcredential, token | | `azure-keyvault-certificates-rust` | Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates. | azure, keyvault, certificates, rust | azure, keyvault, certificates, rust, key, vault, sdk, creating, importing, managing | | `azure-keyvault-keys-rust` | Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys. Triggers: "keyvault keys rust", "KeyClient rust", "create key ru... | azure, keyvault, keys, rust | azure, keyvault, keys, rust, key, vault, sdk, creating, managing, cryptographic, triggers, keyclient | @@ -435,7 +437,7 @@ Total skills: 1273 | `azure-mgmt-apimanagement-py` | Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies. | azure, mgmt, apimanagement, py | azure, mgmt, apimanagement, py, api, sdk, python, managing, apim, apis, products, subscriptions | | `azure-mgmt-fabric-dotnet` | Azure Resource Manager SDK for Fabric in .NET. | azure, mgmt, fabric, dotnet | azure, mgmt, fabric, dotnet, resource, manager, sdk, net | | `azure-mgmt-fabric-py` | Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources. | azure, mgmt, fabric, py | azure, mgmt, fabric, py, sdk, python, managing, microsoft, capacities, resources | -| `azure-mgmt-mongodbatlas-dotnet` | Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting Mon... | azure, mgmt, mongodbatlas, dotnet | azure, mgmt, mongodbatlas, dotnet, mongodb, atlas, organizations, arm, resources, resourcemanager, sdk, creating | +| `azure-mgmt-mongodbatlas-dotnet` | Manage MongoDB Atlas Organizations as Azure ARM resources with unified billing through Azure Marketplace. | azure, mgmt, mongodbatlas, dotnet | azure, mgmt, mongodbatlas, dotnet, mongodb, atlas, organizations, arm, resources, unified, billing, through | | `azure-monitor-opentelemetry-exporter-java` | Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights. | azure, monitor, opentelemetry, exporter, java | azure, monitor, opentelemetry, exporter, java, export, traces, metrics, logs, application, insights | | `azure-monitor-opentelemetry-exporter-py` | Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights. | azure, monitor, opentelemetry, exporter, py | azure, monitor, opentelemetry, exporter, py, python, low, level, export, application, insights | | `azure-monitor-opentelemetry-py` | Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation. | azure, monitor, opentelemetry, py | azure, monitor, opentelemetry, py, distro, python, one, line, application, insights, setup, auto | @@ -443,41 +445,40 @@ Total skills: 1273 | `azure-resource-manager-playwright-dotnet` | Azure Resource Manager SDK for Microsoft Playwright Testing in .NET. | azure, resource, manager, playwright, dotnet | azure, resource, manager, playwright, dotnet, sdk, microsoft, testing, net | | `azure-resource-manager-redis-dotnet` | Azure Resource Manager SDK for Redis in .NET. | azure, resource, manager, redis, dotnet | azure, resource, manager, redis, dotnet, sdk, net | | `azure-speech-to-text-rest-py` | Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK. | azure, speech, to, text, rest, py | azure, speech, to, text, rest, py, api, short, audio, python, simple, recognition | -| `azure-storage-blob-java` | Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with ... | azure, storage, blob, java | azure, storage, blob, java, applications, sdk, uploading, downloading, managing, files, working, containers | +| `azure-storage-blob-java` | Build blob storage applications using the Azure Storage Blob SDK for Java. | azure, storage, blob, java | azure, storage, blob, java, applications, sdk | | `azure-storage-blob-py` | Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle. | azure, storage, blob, py | azure, storage, blob, py, sdk, python, uploading, downloading, listing, blobs, managing, containers | | `azure-storage-blob-rust` | Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers. | azure, storage, blob, rust | azure, storage, blob, rust, sdk, uploading, downloading, managing, blobs, containers | | `azure-storage-blob-ts` | Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and conta... | azure, storage, blob, ts | azure, storage, blob, ts, javascript, typescript, sdk, operations, uploading, downloading, listing, managing | | `azure-storage-file-share-ts` | Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations. | azure, storage, file, share, ts | azure, storage, file, share, ts, javascript, typescript, sdk, smb, operations | | `azure-storage-queue-py` | Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing. | azure, storage, queue, py | azure, storage, queue, py, sdk, python, reliable, message, queuing, task, distribution, asynchronous | | `azure-storage-queue-ts` | Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages... | azure, storage, queue, ts | azure, storage, queue, ts, javascript, typescript, sdk, message, operations, sending, receiving, peeking | -| `azure-web-pubsub-ts` | Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSoc... | azure, web, pubsub, ts | azure, web, pubsub, ts, real, time, messaging, applications, sdks, javascript, client, implementing | | `backend-architect` | Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems. | backend | backend, architect, specializing, scalable, api, microservices, architecture, distributed | -| `backend-dev-guidelines` | Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency i... | backend, dev, guidelines | backend, dev, guidelines, opinionated, development, standards, node, js, express, typescript, microservices, covers | +| `backend-dev-guidelines` | (Node.js · Express · TypeScript · Microservices) | backend, dev, guidelines | backend, dev, guidelines, node, js, express, typescript, microservices | | `baseline-ui` | Validates animation durations, enforces typography scale, checks component accessibility, and prevents layout anti-patterns in Tailwind CSS projects. Use whe... | baseline, ui | baseline, ui, validates, animation, durations, enforces, typography, scale, checks, component, accessibility, prevents | | `bevy-ecs-expert` | Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling. | bevy, ecs | bevy, ecs, entity, component, rust, covering, queries, resources, parallel, scheduling | | `bullmq-specialist` | BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull que... | bullmq | bullmq, redis, backed, job, queues, background, processing, reliable, async, execution, node, js | -| `bun-development` | Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bu... | bun | bun, development, javascript, typescript, runtime, covers, package, bundling, testing, migration, node, js | +| `bun-development` | Fast, modern JavaScript/TypeScript development with the Bun runtime, inspired by [oven-sh/bun](https://github.com/oven-sh/bun). | bun | bun, development, fast, javascript, typescript, runtime, inspired, oven, sh, https, github, com | | `cc-skill-coding-standards` | Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development. | cc, skill, coding, standards | cc, skill, coding, standards, universal, typescript, javascript, react, node, js, development | | `cc-skill-frontend-patterns` | Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices. | cc, skill, frontend | cc, skill, frontend, development, react, next, js, state, performance, optimization, ui | | `context7-auto-research` | Automatically fetch latest library/framework documentation for Claude Code via Context7 API | context7, auto, research | context7, auto, research, automatically, fetch, latest, library, framework, documentation, claude, code, via | -| `copilot-sdk` | Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Pytho... | copilot, sdk | copilot, sdk, applications, powered, github, creating, programmatic, integrations, node, js, typescript, python | +| `copilot-sdk` | Build applications that programmatically interact with GitHub Copilot. The SDK wraps the Copilot CLI via JSON-RPC, providing session management, custom tools... | copilot, sdk | copilot, sdk, applications, programmatically, interact, github, wraps, cli, via, json, rpc, providing | | `csharp-pro` | Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and... | csharp | csharp, pro, write, code, features, like, records, matching, async, await, optimizes, net | -| `dbos-golang` | DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and ... | dbos, golang | dbos, golang, go, sdk, building, reliable, fault, tolerant, applications, durable, skill, writing | -| `dbos-python` | DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workfl... | dbos, python | dbos, python, sdk, building, reliable, fault, tolerant, applications, durable, skill, writing, code | -| `dbos-typescript` | DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creatin... | dbos, typescript | dbos, typescript, sdk, building, reliable, fault, tolerant, applications, durable, skill, writing, code | +| `dbos-golang` | Guide for building reliable, fault-tolerant Go applications with DBOS durable workflows. | dbos, golang | dbos, golang, building, reliable, fault, tolerant, go, applications, durable | +| `dbos-python` | Guide for building reliable, fault-tolerant Python applications with DBOS durable workflows. | dbos, python | dbos, python, building, reliable, fault, tolerant, applications, durable | +| `dbos-typescript` | Guide for building reliable, fault-tolerant TypeScript applications with DBOS durable workflows. | dbos, typescript | dbos, typescript, building, reliable, fault, tolerant, applications, durable | | `devcontainer-setup` | Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use when adding devcontainer support to a pr... | devcontainer, setup | devcontainer, setup, creates, devcontainers, claude, code, language, specific, tooling, python, node, rust | | `development` | Comprehensive web, mobile, and backend development workflow bundling frontend, backend, full-stack, and mobile development skills for end-to-end application ... | | development, web, mobile, backend, bundling, frontend, full, stack, skills, application, delivery | | `discord-bot-architect` | Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactiv... | discord, bot | discord, bot, architect, specialized, skill, building, bots, covers, js, javascript, pycord, python | | `django-access-review` | django-access-review | django, access | django, access, review | | `documentation` | Documentation generation workflow covering API docs, architecture docs, README files, code comments, and technical writing. | documentation | documentation, generation, covering, api, docs, architecture, readme, files, code, comments, technical, writing | | `dotnet-architect` | Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns. | dotnet | dotnet, architect, net, backend, specializing, asp, core, entity, framework, dapper, enterprise, application | -| `dotnet-backend-patterns` | Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Ent... | dotnet, backend | dotnet, backend, net, development, building, robust, apis, mcp, servers, enterprise, applications, covers | +| `dotnet-backend-patterns` | Master C#/.NET patterns for building production-grade APIs, MCP servers, and enterprise backends with modern best practices (2024/2025). | dotnet, backend | dotnet, backend, net, building, grade, apis, mcp, servers, enterprise, backends, 2024, 2025 | | `emblemai-crypto-wallet` | Crypto wallet management across 7 blockchains via EmblemAI Agent Hustle API. Balance checks, token swaps, portfolio analysis, and transaction execution for S... | emblemai, crypto, wallet | emblemai, crypto, wallet, blockchains, via, agent, hustle, api, balance, checks, token, swaps | | `exa-search` | Semantic search, similar content discovery, and structured research using Exa API | exa, search | exa, search, semantic, similar, content, discovery, structured, research, api | | `expo-api-routes` | Guidelines for creating API routes in Expo Router with EAS Hosting | expo, api, routes | expo, api, routes, guidelines, creating, router, eas, hosting | | `expo-tailwind-setup` | Set up Tailwind CSS v4 in Expo with react-native-css and NativeWind v5 for universal styling | expo, tailwind, setup | expo, tailwind, setup, set, up, css, v4, react, native, nativewind, v5, universal | | `fastapi-pro` | Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns. | fastapi | fastapi, pro, high, performance, async, apis, sqlalchemy, pydantic, v2, microservices, websockets, python | -| `fastapi-router-py` | Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new rout... | fastapi, router, py | fastapi, router, py, routers, crud, operations, authentication, dependencies, proper, response, models, building | +| `fastapi-router-py` | Create FastAPI routers following established patterns with proper authentication, response models, and HTTP status codes. | fastapi, router, py | fastapi, router, py, routers, following, established, proper, authentication, response, models, http, status | | `fastapi-templates` | Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applicati... | fastapi | fastapi, async, dependency, injection, error, handling, building, new, applications, setting, up, backend | | `firecrawl-scraper` | Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API | firecrawl, scraper | firecrawl, scraper, deep, web, scraping, screenshots, pdf, parsing, website, crawling, api | | `fp-async` | Practical async patterns using TaskEither - clean pipelines instead of try/catch hell, with real API examples | fp-ts, typescript, async, error-handling, practical, promises, api, fetch | fp-ts, typescript, async, error-handling, practical, promises, api, fetch, fp, taskeither, clean, pipelines | @@ -489,62 +490,66 @@ Total skills: 1273 | `fp-ts-errors` | Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with f... | fp, ts, errors | fp, ts, errors, handle, values, either, taskeither, cleaner, predictable, typescript, code, implementing | | `fp-ts-pragmatic` | A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScr... | fp, ts, pragmatic | fp, ts, pragmatic, practical, jargon, free, functional, programming, 80, 20, approach, gets | | `fp-types-ref` | Quick reference for fp-ts types. Use when user asks which type to use, needs Option/Either/Task decision help, or wants fp-ts imports. | fp-ts, typescript, quick-reference, option, either, task | fp-ts, typescript, quick-reference, option, either, task, fp, types, ref, quick, reference, ts | -| `frontend-design` | Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styli... | frontend | frontend, distinctive, grade, interfaces, intentional, aesthetics, high, craft, non, generic, visual, identity | +| `frontend-design` | You are a frontend designer-engineer, not a layout generator. | frontend | frontend, designer, engineer, layout, generator | +| `frontend-dev-guidelines` | (React · TypeScript · Suspense-First · Production-Grade) | frontend, dev, guidelines | frontend, dev, guidelines, react, typescript, suspense, first, grade | | `frontend-developer` | Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture. | frontend | frontend, developer, react, components, responsive, layouts, handle, client, side, state, masters, 19 | | `frontend-mobile-development-component-scaffold` | You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete componen... | frontend, mobile, component | frontend, mobile, component, development, scaffold, react, architecture, specializing, scaffolding, accessible, performant, components | | `frontend-slides` | Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. | frontend, slides | frontend, slides, stunning, animation, rich, html, presentations, scratch, converting, powerpoint, files | | `game-development/mobile-games` | Mobile game development principles. Touch input, battery, performance, app stores. | game, development/mobile, games | game, development/mobile, games, mobile, development, principles, touch, input, battery, performance, app, stores | -| `gemini-api-dev` | Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function... | gemini, api, dev | gemini, api, dev, skill, building, applications, models, working, multimodal, content, text, images | | `gemini-api-integration` | Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices. | gemini, api, integration | gemini, api, integration, integrating, google, covers, model, selection, multimodal, inputs, streaming, function | | `go-concurrency-patterns` | Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or de... | go, concurrency | go, concurrency, goroutines, channels, sync, primitives, context, building, concurrent, applications, implementing, worker | | `go-playwright` | Expert capability for robust, stealthy, and efficient browser automation using Playwright Go. | go, playwright | go, playwright, capability, robust, stealthy, efficient, browser, automation | | `go-rod-master` | Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns. | go, rod, master | go, rod, master, browser, automation, web, scraping, chrome, devtools, protocol, including, stealth | | `golang-pro` | Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices. | golang | golang, pro, go, 21, concurrency, performance, optimization, microservices | | `hono` | Build ultra-fast web APIs and full-stack apps with Hono — runs on Cloudflare Workers, Deno, Bun, Node.js, and any WinterCG-compatible runtime. | hono, edge, cloudflare-workers, bun, deno, api, typescript, web-standards | hono, edge, cloudflare-workers, bun, deno, api, typescript, web-standards, ultra, fast, web, apis | -| `hubspot-integration` | Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers... | hubspot, integration | hubspot, integration, crm, including, oauth, authentication, objects, associations, batch, operations, webhooks, custom | | `hugging-face-dataset-viewer` | Use this skill for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply filters, download parquet UR... | hugging, face, dataset, viewer | hugging, face, dataset, viewer, skill, api, fetch, subset, split, metadata, paginate, rows | | `hugging-face-evaluation` | Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis... | hugging, face, evaluation | hugging, face, evaluation, add, results, model, cards, supports, extracting, eval, tables, readme | -| `javascript-mastery` | Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced pa... | javascript, mastery | javascript, mastery, reference, covering, 33, essential, concepts, every, developer, should, know, fundamentals | +| `hugging-face-tool-builder` | Your purpose is now is to create reusable command line scripts and utilities for using the Hugging Face API, allowing chaining, piping and intermediate proce... | hugging, face, builder | hugging, face, builder, purpose, now, reusable, command, line, scripts, utilities, api, allowing | +| `javascript-mastery` | 33+ essential JavaScript concepts every developer should know, inspired by [33-js-concepts](https://github.com/leonardomso/33-js-concepts). | javascript, mastery | javascript, mastery, 33, essential, concepts, every, developer, should, know, inspired, js, https | | `javascript-pro` | Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility. | javascript | javascript, pro, es6, async, node, js, apis, promises, event, loops, browser, compatibility | -| `javascript-testing-patterns` | Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fi... | javascript | javascript, testing, jest, vitest, library, unit, tests, integration, mocking, fixtures, test, driven | +| `javascript-testing-patterns` | Comprehensive guide for implementing robust testing strategies in JavaScript/TypeScript applications using modern testing frameworks and best practices. | javascript | javascript, testing, implementing, robust, typescript, applications, frameworks | | `javascript-typescript-typescript-scaffold` | You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project st... | javascript, typescript | javascript, typescript, scaffold, architecture, specializing, scaffolding, node, js, frontend, applications, generate, complete | | `junta-leiloeiros` | Coleta e consulta dados de leiloeiros oficiais de todas as 27 Juntas Comerciais do Brasil. Scraper multi-UF, banco SQLite, API FastAPI e exportacao CSV/JSON. | scraping, brazilian-data, auctioneers, api | scraping, brazilian-data, auctioneers, api, junta, leiloeiros, coleta, consulta, dados, de, oficiais, todas | | `landing-page-generator` | Generates high-converting Next.js/React landing pages with Tailwind CSS. Uses PAS, AIDA, and BAB frameworks for optimized copy/components (Heroes, Features, ... | nextjs, react, tailwind, landing-page, marketing, seo, cro | nextjs, react, tailwind, landing-page, marketing, seo, cro, landing, page, generator, generates, high | -| `launch-strategy` | When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature r... | launch | launch, user, wants, plan, product, feature, announcement, release, mentions, hunt, go, market | | `m365-agents-ts` | Microsoft 365 Agents SDK for TypeScript/Node.js. | m365, agents, ts | m365, agents, ts, microsoft, 365, sdk, typescript, node, js | | `makepad-platform` | CRITICAL: Use for Makepad cross-platform support. Triggers on: makepad platform, makepad os, makepad macos, makepad windows, makepad linux, makepad android, ... | makepad, platform | makepad, platform, critical, cross, triggers, os, macos, windows, linux, android, ios, web | -| `makepad-reference` | CRITICAL: Use for Makepad troubleshooting and reference. Triggers on: troubleshoot, error, debug, fix, problem, issue, no matching field, parse error, widget... | makepad, reference | makepad, reference, critical, troubleshooting, triggers, troubleshoot, error, debug, fix, problem, issue, no | | `makepad-skills` | Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting. | makepad, skills | makepad, skills, ui, development, rust, apps, setup, shaders, packaging, troubleshooting | -| `memory-safety-patterns` | Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, ... | memory, safety | memory, safety, safe, programming, raii, ownership, smart, pointers, resource, rust, writing, code | +| `matplotlib` | Matplotlib is Python's foundational visualization library for creating static, animated, and interactive plots. | matplotlib | matplotlib, python, foundational, visualization, library, creating, static, animated, interactive, plots | +| `mcp-builder-ms` | Use this skill when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK). | mcp, builder, ms | mcp, builder, ms, skill, building, servers, integrate, external, apis, whether, python, fastmcp | +| `micro-saas-launcher` | You ship fast and iterate. You know the difference between a side project and a business. You've seen what works in the indie hacker community. You help peop... | micro, saas, launcher | micro, saas, launcher, ship, fast, iterate, know, difference, between, side, business, ve | | `microsoft-azure-webjobs-extensions-authentication-events-dotnet` | Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions. | microsoft, azure, webjobs, extensions, authentication, events, dotnet | microsoft, azure, webjobs, extensions, authentication, events, dotnet, entra, sdk, net, functions, triggers | -| `mobile-design` | Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mob... | mobile | mobile, first, engineering, doctrine, ios, android, apps, covers, touch, interaction, performance, platform | +| `mobile-design` | (Mobile-First · Touch-First · Platform-Respectful) | mobile | mobile, first, touch, platform, respectful | | `mobile-developer` | Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync... | mobile | mobile, developer, develop, react, native, flutter, apps, architecture, masters, cross, platform, development | -| `modern-javascript-patterns` | Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional progra... | modern, javascript | modern, javascript, es6, features, including, async, await, destructuring, spread, operators, arrow, functions | +| `modern-javascript-patterns` | Comprehensive guide for mastering modern JavaScript (ES6+) features, functional programming patterns, and best practices for writing clean, maintainable, and... | modern, javascript | modern, javascript, mastering, es6, features, functional, programming, writing, clean, maintainable, performant, code | | `multi-platform-apps-multi-platform` | Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies. | multi, platform, apps | multi, platform, apps, deploy, same, feature, consistently, web, mobile, desktop, platforms, api | | `n8n-code-javascript` | Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with $helpers, working wit... | n8n, code, javascript | n8n, code, javascript, write, nodes, writing, input, json, node, syntax, making, http | | `n8n-code-python` | Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Py... | n8n, code, python | n8n, code, python, write, nodes, writing, input, json, node, syntax, working, standard | | `n8n-node-configuration` | Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between g... | n8n, node, configuration | n8n, node, configuration, operation, aware, guidance, configuring, nodes, understanding, property, dependencies, determining | -| `n8n-workflow-patterns` | Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, pl... | n8n | n8n, proven, architectural, real, building, new, designing, structure, choosing, planning, architecture, asking | +| `networkx` | NetworkX is a Python package for creating, manipulating, and analyzing complex networks and graphs. | networkx | networkx, python, package, creating, manipulating, analyzing, complex, networks, graphs | +| `nextjs-app-router-patterns` | Comprehensive patterns for Next.js 14+ App Router architecture, Server Components, and modern full-stack React development. | nextjs, app, router | nextjs, app, router, next, js, 14, architecture, server, components, full, stack, react | +| `nodejs-backend-patterns` | Comprehensive guidance for building scalable, maintainable, and production-ready Node.js backend applications with modern frameworks, architectural patterns,... | nodejs, backend | nodejs, backend, guidance, building, scalable, maintainable, node, js, applications, frameworks, architectural | | `odoo-migration-helper` | Step-by-step guide for migrating Odoo custom modules between versions (v14→v15→v16→v17). Covers API changes, deprecated methods, and view migration. | odoo, migration, helper | odoo, migration, helper, step, migrating, custom, modules, between, versions, v14, v15, v16 | | `odoo-rpc-api` | Expert on Odoo's external JSON-RPC and XML-RPC APIs. Covers authentication, model calls, record CRUD, and real-world integration examples in Python, JavaScri... | odoo, rpc, api | odoo, rpc, api, external, json, xml, apis, covers, authentication, model, calls, record | | `odoo-shopify-integration` | Connect Odoo with Shopify: sync products, inventory, orders, and customers using the Shopify API and Odoo's external API or connector modules. | odoo, shopify, integration | odoo, shopify, integration, connect, sync, products, inventory, orders, customers, api, external, connector | | `odoo-woocommerce-bridge` | Sync Odoo with WooCommerce: products, inventory, orders, and customers via WooCommerce REST API and Odoo external API. | odoo, woocommerce, bridge | odoo, woocommerce, bridge, sync, products, inventory, orders, customers, via, rest, api, external | | `pakistan-payments-stack` | Design and implement production-grade Pakistani payment integrations (JazzCash, Easypaisa, bank/PSP rails, optional Raast) for SaaS with PKR billing, webhook... | saas, payments, pakistan, nextjs, b2b, pkr, reconciliation | saas, payments, pakistan, nextjs, b2b, pkr, reconciliation, stack, grade, pakistani, payment, integrations | +| `pdf-official` | This guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detaile... | pdf, official | pdf, official, covers, essential, processing, operations, python, libraries, command, line, features, javascript | | `pipecat-friday-agent` | Build a low-latency, Iron Man-inspired tactical voice assistant (F.R.I.D.A.Y.) using Pipecat, Gemini, and OpenAI. | pipecat, voice, gemini, openai, python | pipecat, voice, gemini, openai, python, friday, agent, low, latency, iron, man, inspired | | `playwright-java` | Scaffold, write, debug, and enhance enterprise-grade Playwright E2E tests in Java using Page Object Model, JUnit 5, Allure reporting, and parallel execution. | playwright, java, e2e-testing, junit5, page-object-model, allure, selenium-alternative | playwright, java, e2e-testing, junit5, page-object-model, allure, selenium-alternative, scaffold, write, debug, enhance, enterprise | -| `product-manager-toolkit` | Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market ... | product, manager | product, manager, toolkit, managers, including, rice, prioritization, customer, interview, analysis, prd, discovery | +| `podcast-generation` | Generate real audio narratives from text content using Azure OpenAI's Realtime API. | podcast, generation | podcast, generation, generate, real, audio, narratives, text, content, azure, openai, realtime, api | +| `pydantic-models-py` | Create Pydantic models following the multi-model pattern for clean API contracts. | pydantic, models, py | pydantic, models, py, following, multi, model, clean, api, contracts | | `python-development-python-scaffold` | You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with mode... | python | python, development, scaffold, architecture, specializing, scaffolding, applications, generate, complete, structures, tooling, uv | | `python-fastapi-development` | Python FastAPI backend development with async patterns, SQLAlchemy, Pydantic, authentication, and production API patterns. | python, fastapi | python, fastapi, development, backend, async, sqlalchemy, pydantic, authentication, api | -| `python-packaging` | Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, cre... | python, packaging | python, packaging, distributable, packages, proper, structure, setup, py, pyproject, toml, publishing, pypi | +| `python-packaging` | Comprehensive guide to creating, structuring, and distributing Python packages using modern packaging tools, pyproject.toml, and publishing to PyPI. | python, packaging | python, packaging, creating, structuring, distributing, packages, pyproject, toml, publishing, pypi | | `python-patterns` | Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying. | python | python, development, principles, decision, making, framework, selection, async, type, hints, structure, teaches | | `python-performance-optimization` | Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottleneck... | python, performance, optimization | python, performance, optimization, profile, optimize, code, cprofile, memory, profilers, debugging, slow, optimizing | | `python-pro` | Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem ... | python | python, pro, 12, features, async, programming, performance, optimization, latest, ecosystem, including, uv | | `python-testing-patterns` | Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites... | python | python, testing, pytest, fixtures, mocking, test, driven, development, writing, tests, setting, up | -| `react-best-practices` | React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.j... | react, best, practices | react, best, practices, next, js, performance, optimization, guidelines, vercel, engineering, skill, should | -| `react-flow-architect` | Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integra... | react, flow | react, flow, architect, reactflow, building, interactive, graph, applications, hierarchical, node, edge, performance | -| `react-flow-node-ts` | Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating vis... | react, flow, node, ts | react, flow, node, ts, components, typescript, types, zustand, integration, building, custom, nodes | -| `react-modernization` | Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, m... | react, modernization | react, modernization, upgrade, applications, latest, versions, migrate, class, components, hooks, adopt, concurrent | -| `react-native-architecture` | Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, impleme... | react, native, architecture | react, native, architecture, apps, expo, navigation, modules, offline, sync, cross, platform, developing | +| `react-best-practices` | Comprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Contains 45 rules across 8 categories, prioritized by ... | react, best, practices | react, best, practices, performance, optimization, next, js, applications, maintained, vercel, contains, 45 | +| `react-flow-architect` | Build production-ready ReactFlow applications with hierarchical navigation, performance optimization, and advanced state management. | react, flow | react, flow, architect, reactflow, applications, hierarchical, navigation, performance, optimization, state | +| `react-flow-node-ts` | Create React Flow node components following established patterns with proper TypeScript types and store integration. | react, flow, node, ts | react, flow, node, ts, components, following, established, proper, typescript, types, store, integration | +| `react-modernization` | Master React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation. | react, modernization | react, modernization, version, upgrades, class, hooks, migration, concurrent, features, adoption, codemods, automated | +| `react-native-architecture` | Production-ready patterns for React Native development with Expo, including navigation, state management, native modules, and offline-first architecture. | react, native, architecture | react, native, architecture, development, expo, including, navigation, state, modules, offline, first | | `react-nextjs-development` | React and Next.js 14+ application development with App Router, Server Components, TypeScript, Tailwind CSS, and modern frontend patterns. | react, nextjs | react, nextjs, development, next, js, 14, application, app, router, server, components, typescript | | `react-patterns` | Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices. | react | react, principles, hooks, composition, performance, typescript | | `react-state-management` | Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosin... | react, state | react, state, redux, toolkit, zustand, jotai, query, setting, up, global, managing, server | @@ -553,52 +558,51 @@ Total skills: 1273 | `ruby-pro` | Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing fram... | ruby | ruby, pro, write, idiomatic, code, metaprogramming, rails, performance, optimization, specializes, gem, development | | `rust-async-patterns` | Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing conc... | rust, async | rust, async, programming, tokio, traits, error, handling, concurrent, building, applications, implementing, debugging | | `rust-pro` | Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming. | rust | rust, pro, 75, async, type, features, programming | +| `scroll-experience` | You see scrolling as a narrative device, not just navigation. You create moments of delight as users scroll. You know when to use subtle animations and when ... | scroll, experience | scroll, experience, see, scrolling, narrative, device, just, navigation, moments, delight, users, know | +| `seaborn` | Seaborn is a Python visualization library for creating publication-quality statistical graphics. Use this skill for dataset-oriented plotting, multivariate a... | seaborn | seaborn, python, visualization, library, creating, publication, quality, statistical, graphics, skill, dataset, oriented | | `senior-frontend` | Frontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building React components, optimizing Next.js performance,... | senior, frontend | senior, frontend, development, skill, react, next, js, typescript, tailwind, css, applications, building | -| `senior-fullstack` | Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaf... | senior, fullstack | senior, fullstack, development, skill, building, complete, web, applications, react, next, js, node | -| `shopify-apps` | Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris co... | shopify, apps | shopify, apps, app, development, including, remix, react, router, embedded, bridge, webhook, handling | +| `shopify-apps` | Modern Shopify app template with React Router | shopify, apps | shopify, apps, app, react, router | | `shopify-development` | Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid. | shopify | shopify, development, apps, extensions, themes, graphql, admin, api, cli, polaris, ui, liquid | -| `slack-automation` | Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/us... | slack | slack, automation, automate, messaging, channel, search, reactions, threads, via, rube, mcp, composio | -| `slack-bot-builder` | Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event h... | slack, bot, builder | slack, bot, builder, apps, bolt, framework, python, javascript, java, covers, block, kit | | `sred-work-summary` | Go back through the previous year of work and create a Notion doc that groups relevant links into projects that can then be documented as SRED projects. | sred, work, summary | sred, work, summary, go, back, through, previous, year, notion, doc, groups, relevant | -| `statsmodels` | Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inf... | statsmodels | statsmodels, statistical, models, library, python, specific, model, classes, ols, glm, mixed, arima | +| `statsmodels` | Statsmodels is Python's premier library for statistical modeling, providing tools for estimation, inference, and diagnostics across a wide range of statistic... | statsmodels | statsmodels, python, premier, library, statistical, modeling, providing, estimation, inference, diagnostics, wide, range | | `sveltekit` | Build full-stack web applications with SvelteKit — file-based routing, SSR, SSG, API routes, and form actions in one framework. | svelte, sveltekit, fullstack, ssr, ssg, typescript | svelte, sveltekit, fullstack, ssr, ssg, typescript, full, stack, web, applications, file, routing | | `swiftui-expert-skill` | Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, and iOS 26+ Liquid Glass adoption. Use w... | swiftui, skill | swiftui, skill, write, review, improve, code, following, state, view, composition, performance, ios | -| `sympy` | Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations algebra... | sympy | sympy, skill, working, symbolic, mathematics, python, should, used, computation, tasks, including, solving | +| `sympy` | SymPy is a Python library for symbolic mathematics that enables exact computation using mathematical symbols rather than numerical approximations. | sympy | sympy, python, library, symbolic, mathematics, enables, exact, computation, mathematical, symbols, rather, than | | `systems-programming-rust-project` | You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo to... | programming, rust | programming, rust, architecture, specializing, scaffolding, applications, generate, complete, structures, cargo, tooling, proper | | `tavily-web` | Web search, content extraction, crawling, and research capabilities using Tavily API | tavily, web | tavily, web, search, content, extraction, crawling, research, capabilities, api | | `telegram` | Integracao completa com Telegram Bot API. Setup com BotFather, mensagens, webhooks, inline keyboards, grupos, canais. Boilerplates Node.js e Python. | messaging, telegram, bots, webhooks | messaging, telegram, bots, webhooks, integracao, completa, com, bot, api, setup, botfather, mensagens | -| `telegram-mini-app` | Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, ... | telegram, mini, app | telegram, mini, app, building, apps, twa, web, run, inside, native, like, experience | -| `temporal-python-testing` | Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development s... | temporal, python | temporal, python, testing, test, pytest, time, skipping, mocking, covers, unit, integration, replay | +| `temporal-python-testing` | Comprehensive testing approaches for Temporal workflows using pytest, progressive disclosure resources for specific testing scenarios. | temporal, python | temporal, python, testing, approaches, pytest, progressive, disclosure, resources, specific, scenarios | +| `trigger-dev` | You are a Trigger.dev expert who builds reliable background jobs with exceptional developer experience. You understand that Trigger.dev bridges the gap betwe... | trigger, dev | trigger, dev, who, reliable, background, jobs, exceptional, developer, experience, understand, bridges, gap | | `trpc-fullstack` | Build end-to-end type-safe APIs with tRPC — routers, procedures, middleware, subscriptions, and Next.js/React integration patterns. | typescript, trpc, api, fullstack, nextjs, react, type-safety | typescript, trpc, api, fullstack, nextjs, react, type-safety, type, safe, apis, routers, procedures | -| `twilio-communications` | Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simpl... | twilio, communications | twilio, communications, communication, features, sms, messaging, voice, calls, whatsapp, business, api, user | -| `typescript-advanced-types` | Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe app... | typescript, advanced, types | typescript, advanced, types, type, including, generics, conditional, mapped, literals, utility, building, safe | +| `typescript-advanced-types` | Comprehensive guidance for mastering TypeScript's advanced type system including generics, conditional types, mapped types, template literal types, and utili... | typescript, advanced, types | typescript, advanced, types, guidance, mastering, type, including, generics, conditional, mapped, literal, utility | | `typescript-expert` | TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and mode... | typescript | typescript, javascript, deep, knowledge, type, level, programming, performance, optimization, monorepo, migration, tooling | | `typescript-pro` | Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns. | typescript | typescript, pro, types, generics, strict, type, safety, complex, decorators, enterprise, grade | -| `ui-ux-pro-max` | UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwi... | ui, ux, max | ui, ux, max, pro, intelligence, 50, styles, 21, palettes, font, pairings, 20 | -| `uv-package-manager` | Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python pr... | uv, package, manager | uv, package, manager, fast, python, dependency, virtual, environments, setting, up, managing, dependencies | -| `viral-generator-builder` | Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers t... | viral, generator, builder | viral, generator, builder, building, shareable, go, name, generators, quiz, makers, avatar, creators | -| `webapp-testing` | Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing... | webapp | webapp, testing, toolkit, interacting, local, web, applications, playwright, supports, verifying, frontend, functionality | +| `uv-package-manager` | Comprehensive guide to using uv, an extremely fast Python package installer and resolver written in Rust, for modern Python project management and dependency... | uv, package, manager | uv, package, manager, extremely, fast, python, installer, resolver, written, rust, dependency | +| `webapp-testing` | To test local web applications, write native Python Playwright scripts. | webapp | webapp, testing, test, local, web, applications, write, native, python, playwright, scripts | | `zod-validation-expert` | Expert in Zod — TypeScript-first schema validation. Covers parsing, custom errors, refinements, type inference, and integration with React Hook Form, Next.js... | zod, validation | zod, validation, typescript, first, schema, covers, parsing, custom, errors, refinements, type, inference | -| `zustand-store-ts` | Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creati... | zustand, store, ts | zustand, store, ts, stores, typescript, subscribewithselector, middleware, proper, state, action, separation, building | +| `zustand-store-ts` | Create Zustand stores following established patterns with proper TypeScript types and middleware. | zustand, store, ts | zustand, store, ts, stores, following, established, proper, typescript, types, middleware | -## general (299) +## general (308) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | | `00-andruia-consultant` | Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español. | 00, andruia, consultant | 00, andruia, consultant, arquitecto, de, soluciones, principal, consultor, tecnol, gico, andru, ia | | `10-andruia-skill-smith` | Ingeniero de Sistemas de Andru.ia. Diseña, redacta y despliega nuevas habilidades (skills) dentro del repositorio siguiendo el Estándar de Diamante. | 10, andruia, skill, smith | 10, andruia, skill, smith, ingeniero, de, sistemas, andru, ia, dise, redacta, despliega | | `20-andruia-niche-intelligence` | Estratega de Inteligencia de Dominio de Andru.ia. Analiza el nicho específico de un proyecto para inyectar conocimientos, regulaciones y estándares únicos de... | 20, andruia, niche, intelligence | 20, andruia, niche, intelligence, estratega, de, inteligencia, dominio, andru, ia, analiza, el | +| `3d-web-experience` | You bring the third dimension to the web. You know when 3D enhances and when it's just showing off. You balance visual impact with performance. You make 3D a... | 3d, web, experience | 3d, web, experience, bring, third, dimension, know, enhances, just, showing, off, balance | | `address-github-comments` | Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI. | address, github, comments | address, github, comments, review, issue, open, pull, request, gh, cli | | `agent-manager-skill` | Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling. | agent, manager, skill | agent, manager, skill, multiple, local, cli, agents, via, tmux, sessions, start, stop | +| `agent-memory-systems` | You are a cognitive architect who understands that memory makes agents intelligent. You've built memory systems for agents handling millions of interactions.... | agent, memory | agent, memory, cognitive, architect, who, understands, makes, agents, intelligent, ve, built, handling | +| `agent-tool-builder` | You are an expert in the interface between LLMs and the outside world. You've seen tools that work beautifully and tools that cause agents to hallucinate, lo... | agent, builder | agent, builder, interface, between, llms, outside, world, ve, seen, work, beautifully, cause | | `agents-md` | This skill should be used when the user asks to "create AGENTS.md", "update AGENTS.md", "maintain agent docs", "set up CLAUDE.md", or needs to keep agent ins... | agents, md | agents, md, skill, should, used, user, asks, update, maintain, agent, docs, set | -| `algorithmic-art` | Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, gener... | algorithmic, art | algorithmic, art, creating, p5, js, seeded, randomness, interactive, parameter, exploration, users, request | +| `algorithmic-art` | Algorithmic philosophies are computational aesthetic movements that are then expressed through code. Output .md files (philosophy), .html files (interactive ... | algorithmic, art | algorithmic, art, philosophies, computational, aesthetic, movements, then, expressed, through, code, output, md | | `amazon-alexa` | Integracao completa com Amazon Alexa para criar skills de voz inteligentes, transformar Alexa em assistente com Claude como cerebro (projeto Auri) e integrar... | voice, alexa, aws, smart-home, iot | voice, alexa, aws, smart-home, iot, amazon, integracao, completa, com, para, criar, skills | | `angular-best-practices` | Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and... | angular, best, practices | angular, best, practices, performance, optimization, writing, reviewing, refactoring, code, optimal, bundle, size | -| `angular-migration` | Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applicat... | angular, migration | angular, migration, migrate, angularjs, hybrid, mode, incremental, component, rewriting, dependency, injection, updates | -| `anti-reversing-techniques` | Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti... | anti, reversing, techniques | anti, reversing, techniques, understand, obfuscation, protection, encountered, during, software, analysis, analyzing, protected | +| `angular-migration` | Master AngularJS to Angular migration, including hybrid apps, component conversion, dependency injection changes, and routing migration. | angular, migration | angular, migration, angularjs, including, hybrid, apps, component, conversion, dependency, injection, changes, routing | | `antigravity-design-expert` | Core UI/UX engineering skill for building highly interactive, spatial, weightless, and glassmorphism-based web interfaces using GSAP and 3D CSS. | antigravity | antigravity, core, ui, ux, engineering, skill, building, highly, interactive, spatial, weightless, glassmorphism | | `antigravity-skill-orchestrator` | A meta-skill that understands task requirements, dynamically selects appropriate skills, tracks successful skill combinations using agent-memory-mcp, and pre... | [orchestration, meta-skill, agent-memory, task-evaluation] | [orchestration, meta-skill, agent-memory, task-evaluation], antigravity, skill, orchestrator, meta, understands, task, requirements, dynamically | -| `apify-lead-generation` | Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find lead... | apify, lead, generation | apify, lead, generation, generates, b2b, b2c, leads, scraping, google, maps, websites, instagram | +| `apify-actorization` | Actorization converts existing software into reusable serverless applications compatible with the Apify platform. Actors are programs packaged as Docker imag... | apify, actorization | apify, actorization, converts, existing, software, reusable, serverless, applications, compatible, platform, actors, programs | +| `apify-lead-generation` | Scrape leads from multiple platforms using Apify Actors. | apify, lead, generation | apify, lead, generation, scrape, leads, multiple, platforms, actors | | `apify-trend-analysis` | Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy. | apify, trend | apify, trend, analysis, discover, track, emerging, trends, google, instagram, facebook, youtube, tiktok | | `app-builder` | Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordina... | app, builder | app, builder, main, application, building, orchestrator, creates, full, stack, applications, natural, language | | `app-builder/templates` | Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks. | app, builder/templates | app, builder/templates, scaffolding, new, applications, creating, scratch, contains, 12, various, tech, stacks | @@ -608,38 +612,40 @@ Total skills: 1273 | `avalonia-zafiro-development` | Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit. | avalonia, zafiro | avalonia, zafiro, development, mandatory, skills, conventions, behavioral, rules, ui, toolkit | | `aws-cost-cleanup` | Automated cleanup of unused AWS resources to reduce costs | aws, cost, cleanup | aws, cost, cleanup, automated, unused, resources, reduce, costs | | `aws-cost-optimizer` | Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer | aws, cost, optimizer | aws, cost, optimizer, analysis, optimization, recommendations, cli, explorer | -| `backtesting-frameworks` | Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developin... | backtesting, frameworks | backtesting, frameworks, robust, trading, proper, handling, look, ahead, bias, survivorship, transaction, costs | +| `aws-serverless` | Proper Lambda function structure with error handling | aws, serverless | aws, serverless, proper, lambda, function, structure, error, handling | +| `azure-appconfiguration-ts` | Centralized configuration management with feature flags and dynamic refresh. | azure, appconfiguration, ts | azure, appconfiguration, ts, centralized, configuration, feature, flags, dynamic, refresh | +| `azure-identity-ts` | Authenticate to Azure services with various credential types. | azure, identity, ts | azure, identity, ts, authenticate, various, credential, types | +| `azure-servicebus-ts` | Enterprise messaging with queues, topics, and subscriptions. | azure, servicebus, ts | azure, servicebus, ts, enterprise, messaging, queues, topics, subscriptions | +| `backtesting-frameworks` | Build robust, production-grade backtesting systems that avoid common pitfalls and produce reliable strategy performance estimates. | backtesting, frameworks | backtesting, frameworks, robust, grade, avoid, common, pitfalls, produce, reliable, performance, estimates | | `bazel-build-optimization` | Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise co... | bazel, build, optimization | bazel, build, optimization, optimize, large, scale, monorepos, configuring, implementing, remote, execution, optimizing | | `bill-gates` | Agente que simula Bill Gates — cofundador da Microsoft, arquiteto da industria de software comercial, estrategista tecnologico global, investidor sistemico e... | persona, business-strategy, technology, philanthropy | persona, business-strategy, technology, philanthropy, bill, gates, agente, que, simula, cofundador, da, microsoft | | `blockchain-developer` | Build production-ready Web3 applications, smart contracts, and decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockcha... | blockchain | blockchain, developer, web3, applications, smart, contracts, decentralized, implements, defi, protocols, nft, platforms | -| `blog-writing-guide` | Write, review, and improve blog posts for the Sentry engineering blog following Sentry's specific writing standards, voice, and quality bar. Use this skill w... | blog, writing | blog, writing, write, review, improve, posts, sentry, engineering, following, specific, standards, voice | +| `blockrun` | BlockRun works with Claude Code and Google Antigravity. | blockrun | blockrun, works, claude, code, google, antigravity | | `blueprint` | Turn a one-line objective into a step-by-step construction plan any coding agent can execute cold. Each step has a self-contained context brief — a fresh age... | blueprint | blueprint, turn, one, line, objective, step, construction, plan, any, coding, agent, execute | -| `brand-guidelines-anthropic` | Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand co... | brand, guidelines, anthropic | brand, guidelines, anthropic, applies, official, colors, typography, any, sort, artifact, may, benefit | -| `brand-guidelines-community` | Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand co... | brand, guidelines, community | brand, guidelines, community, applies, anthropic, official, colors, typography, any, sort, artifact, may | +| `brand-guidelines-anthropic` | To access Anthropic's official brand identity and style resources, use this skill. | brand, guidelines, anthropic | brand, guidelines, anthropic, access, official, identity, style, resources, skill | +| `brand-guidelines-community` | To access Anthropic's official brand identity and style resources, use this skill. | brand, guidelines, community | brand, guidelines, community, access, anthropic, official, identity, style, resources, skill | | `bug-hunter` | Systematically finds and fixes bugs using proven debugging techniques. Traces from symptoms to root cause, implements fixes, and prevents regression. | bug, hunter | bug, hunter, systematically, finds, fixes, bugs, proven, debugging, techniques, traces, symptoms, root | | `build` | build | build | build | | `busybox-on-windows` | How to use a Win32 build of BusyBox to run many of the standard UNIX command line tools on Windows. | busybox, on, windows | busybox, on, windows, how, win32, run, many, standard, unix, command, line | | `c-pro` | Write efficient C code with proper memory management, pointer | c | c, pro, write, efficient, code, proper, memory, pointer | -| `canvas-design` | Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art... | canvas | canvas, beautiful, visual, art, png, pdf, documents, philosophy, should, skill, user, asks | +| `canvas-design` | These are instructions for creating design philosophies - aesthetic movements that are then EXPRESSED VISUALLY. Output only .md files, .pdf files, and .png f... | canvas | canvas, these, instructions, creating, philosophies, aesthetic, movements, then, expressed, visually, output, md | | `carrier-relationship-management` | Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic ca... | carrier, relationship | carrier, relationship, codified, expertise, managing, portfolios, negotiating, freight, rates, tracking, performance, allocating | | `cc-skill-continuous-learning` | Development skill from everything-claude-code | cc, skill, continuous, learning | cc, skill, continuous, learning, development, everything, claude, code | | `cc-skill-project-guidelines-example` | Project Guidelines Skill (Example) | cc, skill, guidelines, example | cc, skill, guidelines, example | | `cc-skill-strategic-compact` | Development skill from everything-claude-code | cc, skill, strategic, compact | cc, skill, strategic, compact, development, everything, claude, code | -| `citation-management` | Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and gene... | citation | citation, academic, research, search, google, scholar, pubmed, papers, extract, accurate, metadata, validate | | `claude-ally-health` | A health assistant skill for medical information analysis, symptom tracking, and wellness guidance. | claude, ally, health | claude, ally, health, assistant, skill, medical, information, analysis, symptom, tracking, wellness, guidance | | `claude-code-expert` | Especialista profundo em Claude Code - CLI da Anthropic. Maximiza produtividade com atalhos, hooks, MCPs, configuracoes avancadas, workflows, CLAUDE.md, memo... | claude-code, productivity, cli, configuration | claude-code, productivity, cli, configuration, claude, code, especialista, profundo, em, da, anthropic, maximiza | -| `claude-code-guide` | Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies \\"Thinking\\" keywords, debugging techniques, and best ... | claude, code | claude, code, effectively, includes, configuration, prompting, thinking, keywords, debugging, techniques, interacting, wit | | `claude-in-chrome-troubleshooting` | Diagnose and fix Claude in Chrome MCP extension connectivity issues. Use when mcp__claude-in-chrome__* tools fail, return "Browser extension is not connected... | claude, in, chrome, troubleshooting | claude, in, chrome, troubleshooting, diagnose, fix, mcp, extension, connectivity, issues, fail, return | | `claude-scientific-skills` | Scientific research and analysis skills | claude, scientific, skills | claude, scientific, skills, research, analysis | | `claude-settings-audit` | Analyze a repository to generate recommended Claude Code settings.json permissions. Use when setting up a new project, auditing existing settings, or determi... | claude, settings, audit | claude, settings, audit, analyze, repository, generate, recommended, code, json, permissions, setting, up | | `claude-speed-reader` | -Speed read Claude's responses at 600+ WPM using RSVP with Spritz-style ORP highlighting | claude, speed, reader | claude, speed, reader, read, responses, 600, wpm, rsvp, spritz, style, orp, highlighting | | `claude-win11-speckit-update-skill` | Windows 11 system management | claude, win11, speckit, update, skill | claude, win11, speckit, update, skill, windows, 11 | -| `clean-code` | Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and... | clean, code | clean, code, applies, principles, robert, martin, skill, writing, reviewing, refactoring, high, quality | +| `clean-code` | This skill embodies the principles of "Clean Code" by Robert C. Martin (Uncle Bob). Use it to transform "code that works" into "code that is clean." | clean, code | clean, code, skill, embodies, principles, robert, martin, uncle, bob, transform, works | | `cloudflare-workers-expert` | Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage. | cloudflare, workers | cloudflare, workers, edge, computing, ecosystem, covers, wrangler, kv, d1, durable, objects, r2 | | `code-documentation-code-explain` | You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform dif... | code, documentation, explain | code, documentation, explain, education, specializing, explaining, complex, through, clear, narratives, visual, diagrams | | `code-refactoring-context-restore` | Use when working with code refactoring context restore | code, refactoring, restore | code, refactoring, restore, context, working | | `code-refactoring-tech-debt` | You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncov... | code, refactoring, tech, debt | code, refactoring, tech, debt, technical, specializing, identifying, quantifying, prioritizing, software, analyze, codebase | -| `code-review-excellence` | Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use wh... | code, excellence | code, excellence, review, effective, provide, constructive, feedback, catch, bugs, early, foster, knowledge | +| `code-review-excellence` | Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement. | code, excellence | code, excellence, review, transform, reviews, gatekeeping, knowledge, sharing, through, constructive, feedback, systematic | | `code-simplifier` | Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use when asked to "simplify code", "clean up co... | code, simplifier | code, simplifier, simplifies, refines, clarity, consistency, maintainability, while, preserving, all, functionality, asked | | `codebase-cleanup-tech-debt` | You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncov... | codebase, cleanup, tech, debt | codebase, cleanup, tech, debt, technical, specializing, identifying, quantifying, prioritizing, software, analyze, uncover | | `commit` | ALWAYS use this skill when committing code changes — never commit directly without it. Creates commits following Sentry conventions with proper conventional ... | commit | commit, always, skill, committing, code, changes, never, directly, without, creates, commits, following | @@ -647,25 +653,28 @@ Total skills: 1273 | `computer-vision-expert` | SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis. | computer, vision | computer, vision, sota, 2026, specialized, yolo26, segment, anything, sam, language, models, real | | `concise-planning` | Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist. | concise, planning | concise, planning, user, asks, plan, coding, task, generate, clear, actionable, atomic, checklist | | `context-agent` | Agente de contexto para continuidade entre sessoes. Salva resumos, decisoes, tarefas pendentes e carrega briefing automatico na sessao seguinte. | context, session-management, continuity, memory | context, session-management, continuity, memory, agent, agente, de, contexto, para, continuidade, entre, sessoes | -| `context-compression` | This skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentio... | compression | compression, context, skill, should, used, user, asks, compress, summarize, conversation, history, compaction | +| `context-compression` | When agent sessions generate millions of tokens of conversation history, compression becomes mandatory. The naive approach is aggressive compression to minim... | compression | compression, context, agent, sessions, generate, millions, tokens, conversation, history, becomes, mandatory, naive | +| `context-fundamentals` | Context is the complete state available to a language model at inference time. It includes everything the model can attend to when generating responses: syst... | fundamentals | fundamentals, context, complete, state, available, language, model, inference, time, includes, everything, attend | | `context-management-context-restore` | Use when working with context management context restore | restore | restore, context, working | | `context-management-context-save` | Use when working with context management context save | save | save, context, working | -| `context-optimization` | This skill should be used when the user asks to "optimize context", "reduce token costs", "improve context efficiency", "implement KV-cache optimization", "p... | optimization | optimization, context, skill, should, used, user, asks, optimize, reduce, token, costs, improve | +| `context-optimization` | Context optimization extends the effective capacity of limited context windows through strategic compression, masking, caching, and partitioning. The goal is... | optimization | optimization, context, extends, effective, capacity, limited, windows, through, strategic, compression, masking, caching | | `cpp-pro` | Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization. | cpp | cpp, pro, write, idiomatic, code, features, raii, smart, pointers, stl, algorithms, move | | `create-branch` | Create a git branch following Sentry naming conventions. Use when asked to "create a branch", "new branch", "start a branch", "make a branch", "switch to a n... | create, branch | create, branch, git, following, sentry, naming, conventions, asked, new, start, switch, starting | | `create-issue-gate` | Use when starting a new implementation task and an issue must be created with strict acceptance criteria gating before execution. | create, issue, gate | create, issue, gate, starting, new, task, must, created, strict, acceptance, criteria, gating | | `daily` | Documentation and capabilities reference for Daily | daily | daily, documentation, capabilities, reference | | `daily-news-report` | Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports. | daily, news, report | daily, news, report, scrapes, content, preset, url, list, filters, high, quality, technical | -| `debugging-strategies` | Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use ... | debugging, strategies | debugging, strategies, systematic, techniques, profiling, root, cause, analysis, efficiently, track, down, bugs | +| `debug-buttercup` | All pods run in namespace crs. Key services: | debug, buttercup | debug, buttercup, all, pods, run, namespace, crs, key | +| `debugging-strategies` | Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches. | debugging, strategies | debugging, strategies, transform, frustrating, guesswork, systematic, problem, solving, proven, powerful, methodical, approaches | | `debugging-toolkit-smart-debug` | Use when working with debugging toolkit smart debug | debugging, debug | debugging, debug, toolkit, smart, working | +| `deep-research` | Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports. | deep, research | deep, research, run, autonomous, tasks, plan, search, read, synthesize, information, reports | | `design-md` | Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files | md | md, analyze, stitch, synthesize, semantic, files | | `design-spells` | Curated micro-interactions and design details that add "magic" and personality to websites and apps. | spells | spells, curated, micro, interactions, details, add, magic, personality, websites, apps | | `diary` | Unified Diary System: A context-preserving automated logger for multi-project development. | diary | diary, unified, context, preserving, automated, logger, multi, development | | `dispatching-parallel-agents` | Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies | dispatching, parallel, agents | dispatching, parallel, agents, facing, independent, tasks, worked, without, shared, state, sequential, dependencies | -| `docx-official` | Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude ... | docx, official | docx, official, document, creation, editing, analysis, tracked, changes, comments, formatting, preservation, text | +| `docx-official` | A user may ask you to create, edit, or analyze the contents of a .docx file. A .docx file is essentially a ZIP archive containing XML files and other resourc... | docx, official | docx, official, user, may, ask, edit, analyze, contents, file, essentially, zip, archive | | `dx-optimizer` | Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when developme... | dx, optimizer | dx, optimizer, developer, experience, improves, tooling, setup, proactively, setting, up, new, after | | `elon-musk` | Agente que simula Elon Musk com profundidade psicologica e comunicacional de alta fidelidade. Ativado para: "fale como Elon", "simule Elon Musk", "o que Elon... | persona, first-principles, innovation, strategy | persona, first-principles, innovation, strategy, elon, musk, agente, que, simula, com, profundidade, psicologica | -| `email-sequence` | When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions... | email, sequence | email, sequence, user, wants, optimize, drip, campaign, automated, flow, lifecycle, program, mentions | +| `email-systems` | You are an email systems engineer who has maintained 99.9% deliverability across millions of emails. You've debugged SPF/DKIM/DMARC, dealt with blacklists, a... | email | email, engineer, who, maintained, 99, deliverability, millions, emails, ve, debugged, spf, dkim | | `emergency-card` | 生成紧急情况下快速访问的医疗信息摘要卡片。当用户需要旅行、就诊准备、紧急情况或询问"紧急信息"、"医疗卡片"、"急救信息"时使用此技能。提取关键信息（过敏、用药、急症、植入物），支持多格式输出（JSON、文本、二维码），用于急救或快速就医。 | emergency, card | emergency, card, json | | `energy-procurement` | Codified expertise for electricity and gas procurement, tariff optimisation, demand charge management, renewable PPA evaluation, and multi-facility energy co... | energy, procurement | energy, procurement, codified, expertise, electricity, gas, tariff, optimisation, demand, charge, renewable, ppa | | `enhance-prompt` | Transforms vague UI ideas into polished, Stitch-optimized prompts. Enhances specificity, adds UI/UX keywords, injects design system context, and structures o... | enhance, prompt | enhance, prompt, transforms, vague, ui, ideas, polished, stitch, optimized, prompts, enhances, specificity | @@ -673,7 +682,7 @@ Total skills: 1273 | `error-debugging-multi-agent-review` | Use when working with error debugging multi agent review | error, debugging, multi, agent | error, debugging, multi, agent, review, working | | `error-diagnostics-smart-debug` | Use when working with error diagnostics smart debug | error, diagnostics, debug | error, diagnostics, debug, smart, working | | `evaluation` | Build evaluation frameworks for agent systems | evaluation | evaluation, frameworks, agent | -| `evolution` | CRITICAL: Use for makepad-skills self-evolution and contribution. Triggers on: evolve, evolution, contribute, contribution, self-improve, self-improvement, a... | evolution | evolution, critical, makepad, skills, self, contribution, triggers, evolve, contribute, improve, improvement, add | +| `evolution` | This skill enables makepad-skills to self-improve continuously during development. | evolution | evolution, skill, enables, makepad, skills, self, improve, continuously, during, development | | `executing-plans` | Use when you have a written implementation plan to execute in a separate session with review checkpoints | executing, plans | executing, plans, written, plan, execute, separate, session, review, checkpoints | | `explain-like-socrates` | Explains concepts using Socratic-style dialogue. Use when the user asks to explain, teach or help understand a concept like socrates. | explain, like, socrates | explain, like, socrates, explains, concepts, socratic, style, dialogue, user, asks, teach, understand | | `expo-dev-client` | Build and distribute Expo development clients locally or via TestFlight | expo, dev, client | expo, dev, client, distribute, development, clients, locally, via, testflight | @@ -683,7 +692,8 @@ Total skills: 1273 | `family-health-analyzer` | 分析家族病史、评估遗传风险、识别家庭健康模式、提供个性化预防建议 | family, health, analyzer | family, health, analyzer | | `favicon` | Generate favicons from a source image | favicon | favicon, generate, favicons, source, image | | `ffuf-claude-skill` | Web fuzzing with ffuf | ffuf, claude, skill | ffuf, claude, skill, web, fuzzing | -| `file-organizer` | Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use when user wants ... | file, organizer | file, organizer, intelligently, organizes, files, folders, understanding, context, finding, duplicates, suggesting, better | +| `file-organizer` | 6. Reduces Clutter: Identifies old files you probably don't need anymore | file, organizer | file, organizer, reduces, clutter, identifies, old, files, probably, don, anymore | +| `file-path-traversal` | Identify and exploit file path traversal (directory traversal) vulnerabilities that allow attackers to read arbitrary files on the server, potentially includ... | file, path, traversal | file, path, traversal, identify, exploit, directory, vulnerabilities, allow, attackers, read, arbitrary, files | | `filesystem-context` | Use for file-based context management, dynamic context discovery, and reducing context window bloat. Offload context to files for just-in-time loading. | filesystem | filesystem, context, file, dynamic, discovery, reducing, window, bloat, offload, files, just, time | | `finishing-a-development-branch` | Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting s... | finishing, a, branch | finishing, a, branch, development, complete, all, tests, pass, decide, how, integrate, work | | `fitness-analyzer` | 分析运动数据、识别运动模式、评估健身进展，并提供个性化训练建议。支持与慢性病数据的关联分析。 | fitness, analyzer | fitness, analyzer | @@ -700,39 +710,42 @@ Total skills: 1273 | `game-development/pc-games` | PC and console game development principles. Engine selection, platform features, optimization strategies. | game, development/pc, games | game, development/pc, games, pc, console, development, principles, engine, selection, platform, features, optimization | | `game-development/vr-ar` | VR/AR development principles. Comfort, interaction, performance requirements. | game, development/vr, ar | game, development/vr, ar, vr, development, principles, comfort, interaction, performance, requirements | | `game-development/web-games` | Web browser game development principles. Framework selection, WebGPU, optimization, PWA. | game, development/web, games | game, development/web, games, web, browser, development, principles, framework, selection, webgpu, optimization, pwa | -| `geoffrey-hinton` | Agente que simula Geoffrey Hinton — Godfather of Deep Learning, Prêmio Turing 2018, criador do backpropagation e das Deep Belief Networks. Use quando quiser:... | persona, deep-learning, ai-safety, neural-networks | persona, deep-learning, ai-safety, neural-networks, geoffrey, hinton, agente, que, simula, godfather, deep, learning | +| `geoffrey-hinton` | Agente que simula Geoffrey Hinton — Godfather of Deep Learning, Prêmio Turing 2018, criador do backpropagation e das Deep Belief Networks. | persona, deep-learning, ai-safety, neural-networks | persona, deep-learning, ai-safety, neural-networks, geoffrey, hinton, agente, que, simula, godfather, deep, learning | | `gh-review-requests` | Fetch unread GitHub notifications for open PRs where review is requested from a specified team or opened by a team member. Use when asked to "find PRs I need... | gh, requests | gh, requests, review, fetch, unread, github, notifications, open, prs, where, requested, specified | -| `git-advanced-workflows` | Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use... | git, advanced | git, advanced, including, rebasing, cherry, picking, bisect, worktrees, reflog, maintain, clean, history | +| `git-advanced-workflows` | Master advanced Git techniques to maintain clean history, collaborate effectively, and recover from any situation with confidence. | git, advanced | git, advanced, techniques, maintain, clean, history, collaborate, effectively, recover, any, situation, confidence | | `git-pr-workflows-onboard` | You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, ... | git, pr, onboard | git, pr, onboard, onboarding, knowledge, transfer, architect, deep, experience, remote, first, organizations | | `git-pr-workflows-pr-enhance` | You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descri... | git, pr, enhance | git, pr, enhance, optimization, specializing, creating, high, quality, pull, requests, facilitate, efficient | -| `git-pushing` | Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to... | git, pushing | git, pushing, stage, commit, push, changes, conventional, messages, user, wants, mentions, remote | -| `github-issue-creator` | Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error me... | github, issue, creator | github, issue, creator, convert, raw, notes, error, logs, voice, dictation, screenshots, crisp | +| `git-pushing` | Stage all changes, create a conventional commit, and push to the remote branch. | git, pushing | git, pushing, stage, all, changes, conventional, commit, push, remote, branch | +| `github-issue-creator` | Transform messy input (error logs, voice notes, screenshots) into clean, actionable GitHub issues. | github, issue, creator | github, issue, creator, transform, messy, input, error, logs, voice, notes, screenshots, clean | | `goal-analyzer` | 分析健康目标数据、识别目标模式、评估目标进度,并提供个性化目标管理建议。支持与营养、运动、睡眠等健康数据的关联分析。 | goal, analyzer | goal, analyzer | | `godot-4-migration` | Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports. | godot, 4, migration | godot, 4, migration, specialized, migrating, gdscript, covering, syntax, changes, tweens, exports | +| `graphql` | You're a developer who has built GraphQL APIs at scale. You've seen the N+1 query problem bring down production servers. You've watched clients craft deeply ... | graphql | graphql, re, developer, who, built, apis, scale, ve, seen, query, problem, bring | | `haskell-pro` | Expert Haskell engineer specializing in advanced type systems, pure | haskell | haskell, pro, engineer, specializing, type, pure | | `health-trend-analyzer` | 分析一段时间内健康数据的趋势和模式。关联药物、症状、生命体征、化验结果和其他健康指标的变化。识别令人担忧的趋势、改善情况，并提供数据驱动的洞察。当用户询问健康趋势、模式、随时间的变化或"我的健康状况有什么变化？"时使用。支持多维度分析（体重/BMI、症状、药物依从性、化验结果、情绪睡眠），相关性分析，变化检测，以... | health, trend, analyzer | health, trend, analyzer, bmi, html, echarts | | `hierarchical-agent-memory` | Scoped CLAUDE.md memory system that reduces context token spend. Creates directory-level context files, tracks savings via dashboard, and routes agents to th... | hierarchical, agent, memory | hierarchical, agent, memory, scoped, claude, md, reduces, context, token, spend, creates, directory | | `hig-components-content` | Apple Human Interface Guidelines for content display components. | hig, components, content | hig, components, content, apple, human, interface, guidelines, display | -| `hig-components-controls` | Apple HIG guidance for selection and input controls including pickers, toggles, sliders, steppers, segmented controls, combo boxes, text fields, text views, ... | hig, components, controls | hig, components, controls, apple, guidance, selection, input, including, pickers, toggles, sliders, steppers | +| `hig-components-controls` | Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered. | hig, components, controls | hig, components, controls, check, claude, apple, context, md, before, asking, questions, existing | | `hig-components-dialogs` | Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views. | hig, components, dialogs | hig, components, dialogs, apple, guidance, presentation, including, alerts, action, sheets, popovers, digit | | `hig-components-layout` | Apple Human Interface Guidelines for layout and navigation components. | hig, components, layout | hig, components, layout, apple, human, interface, guidelines, navigation | -| `hig-components-menus` | Apple HIG guidance for menu and button components including menus, context menus, dock menus, edit menus, the menu bar, toolbars, action buttons, pop-up butt... | hig, components, menus | hig, components, menus, apple, guidance, menu, button, including, context, dock, edit, bar | +| `hig-components-menus` | Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered. | hig, components, menus | hig, components, menus, check, claude, apple, context, md, before, asking, questions, existing | | `hig-components-search` | Apple HIG guidance for navigation-related components including search fields, page controls, and path controls. | hig, components, search | hig, components, search, apple, guidance, navigation, related, including, fields, page, controls, path | | `hig-components-status` | Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings. | hig, components, status | hig, components, status, apple, guidance, progress, ui, including, indicators, bars, activity, rings | | `hig-components-system` | Apple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch face... | hig, components | hig, components, apple, guidance, experience, widgets, live, activities, notifications, complications, home, screen | | `hig-foundations` | Apple Human Interface Guidelines design foundations. | hig, foundations | hig, foundations, apple, human, interface, guidelines | +| `hig-inputs` | Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered. | hig, inputs | hig, inputs, check, claude, apple, context, md, before, asking, questions, existing, ask | | `hig-platforms` | Apple Human Interface Guidelines for platform-specific design. | hig, platforms | hig, platforms, apple, human, interface, guidelines, platform, specific | | `hig-project-context` | Create or update a shared Apple design context document that other HIG skills use to tailor guidance. | hig | hig, context, update, shared, apple, document, other, skills, tailor, guidance | +| `hig-technologies` | Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered. | hig, technologies | hig, technologies, check, claude, apple, context, md, before, asking, questions, existing, ask | | `hosted-agents` | Build background agents in sandboxed environments. Use for hosted coding agents, sandboxed VMs, Modal sandboxes, and remote coding environments. | hosted, agents | hosted, agents, background, sandboxed, environments, coding, vms, modal, sandboxes, remote | -| `hugging-face-cli` | Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create ... | hugging, face, cli | hugging, face, cli, execute, hub, operations, hf, user, download, models, datasets, spaces | -| `hugging-face-jobs` | This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, ... | hugging, face, jobs | hugging, face, jobs, skill, should, used, users, want, run, any, workload, infrastructure | -| `hugging-face-model-trainer` | This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastru... | hugging, face, model, trainer | hugging, face, model, trainer, skill, should, used, users, want, train, fine, tune | +| `hubspot-integration` | Authentication for single-account integrations | hubspot, integration | hubspot, integration, authentication, single, account, integrations | +| `hugging-face-cli` | The hf CLI provides direct terminal access to the Hugging Face Hub for downloading, uploading, and managing repositories, cache, and compute resources. | hugging, face, cli | hugging, face, cli, hf, provides, direct, terminal, access, hub, downloading, uploading, managing | | `hugging-face-paper-publisher` | Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating... | hugging, face, paper, publisher | hugging, face, paper, publisher, publish, research, papers, hub, supports, creating, pages, linking | | `ilya-sutskever` | Agente que simula Ilya Sutskever — co-fundador da OpenAI, ex-Chief Scientist, fundador da SSI. Use quando quiser perspectivas sobre: AGI safety-first, consci... | persona, agi, safety, scaling-laws, openai | persona, agi, safety, scaling-laws, openai, ilya, sutskever, agente, que, simula, co, fundador | | `infinite-gratitude` | Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies). | infinite, gratitude | infinite, gratitude, multi, agent, research, skill, parallel, execution, 10, agents, battle, tested | -| `interactive-portfolio` | Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, d... | interactive, portfolio | interactive, portfolio, building, portfolios, actually, land, jobs, clients, just, showing, work, creating | -| `internal-comms-anthropic` | A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenev... | internal, comms, anthropic | internal, comms, anthropic, set, resources, me, write, all, kinds, communications, formats, my | -| `internal-comms-community` | A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenev... | internal, comms, community | internal, comms, community, set, resources, me, write, all, kinds, communications, formats, my | +| `inngest` | You are an Inngest expert who builds reliable background processing without managing infrastructure. You understand that serverless doesn't mean you can't ha... | inngest | inngest, who, reliable, background, processing, without, managing, infrastructure, understand, serverless, doesn, mean | +| `interactive-portfolio` | You know a portfolio isn't a resume - it's a first impression that needs to convert. You balance creativity with usability. You understand that hiring manage... | interactive, portfolio | interactive, portfolio, know, isn, resume, first, impression, convert, balance, creativity, usability, understand | +| `internal-comms-anthropic` | To write internal communications, use this skill for: | internal, comms, anthropic | internal, comms, anthropic, write, communications, skill | +| `internal-comms-community` | To write internal communications, use this skill for: | internal, comms, community | internal, comms, community, write, communications, skill | | `interview-coach` | Full job search coaching system — JD decoding, resume, storybank, mock interviews, transcript analysis, comp negotiation. 23 commands, persistent state. | interview, job-search, coaching, career, storybank, negotiation | interview, job-search, coaching, career, storybank, negotiation, coach, full, job, search, jd, decoding | | `inventory-demand-planning` | Codified expertise for demand forecasting, safety stock optimisation, replenishment planning, and promotional lift estimation at multi-location retailers. | inventory, demand, planning | inventory, demand, planning, codified, expertise, forecasting, safety, stock, optimisation, replenishment, promotional, lift | | `issues` | Interact with GitHub issues - create, list, and view issues. | issues | issues, interact, github, list, view | @@ -745,9 +758,7 @@ Total skills: 1273 | `leiloeiro-mercado` | Analise de mercado imobiliario para leiloes. Liquidez, desagio tipico, ROI, estrategias de saida (flip/reforma/renda), Selic 2025 e benchmark CDI/FII. | market-analysis, real-estate, roi, brazilian | market-analysis, real-estate, roi, brazilian, leiloeiro, mercado, analise, de, imobiliario, para, leiloes, liquidez | | `lightning-factory-explainer` | Explain Bitcoin Lightning channel factories and the SuperScalar protocol — scalable Lightning onboarding using shared UTXOs, Decker-Wattenhofer trees, timeou... | lightning, factory, explainer | lightning, factory, explainer, explain, bitcoin, channel, factories, superscalar, protocol, scalable, onboarding, shared | | `linear-claude-skill` | Manage Linear issues, projects, and teams | linear, claude, skill | linear, claude, skill, issues, teams | -| `lint-and-validate` | Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Tri... | lint, and, validate | lint, and, validate, automatic, quality, control, linting, static, analysis, procedures, after, every | -| `linux-privilege-escalation` | This skill should be used when the user asks to "escalate privileges on Linux", "find privesc vectors on Linux systems", "exploit sudo misconfigurations", "a... | linux, privilege, escalation | linux, privilege, escalation, skill, should, used, user, asks, escalate, privileges, find, privesc | -| `linux-shell-scripting` | This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage users", or... | linux, shell, scripting | linux, shell, scripting, skill, should, used, user, asks, bash, scripts, automate, tasks | +| `lint-and-validate` | MANDATORY: Run appropriate validation tools after EVERY code change. Do not finish a task until the code is error-free. | lint, and, validate | lint, and, validate, mandatory, run, appropriate, validation, after, every, code, change, do | | `logistics-exception-management` | Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ year... | logistics, exception | logistics, exception, codified, expertise, handling, freight, exceptions, shipment, delays, damages, losses, carrier | | `magic-ui-generator` | Utilizes Magic by 21st.dev to generate, compare, and integrate multiple production-ready UI component variations. | magic, ui, generator | magic, ui, generator, utilizes, 21st, dev, generate, compare, integrate, multiple, component, variations | | `makepad-animation` | CRITICAL: Use for Makepad animation system. Triggers on: makepad animation, makepad animator, makepad hover, makepad state, makepad transition, "from: { all:... | makepad, animation | makepad, animation, critical, triggers, animator, hover, state, transition, all, forward, pressed | @@ -756,23 +767,21 @@ Total skills: 1273 | `makepad-font` | CRITICAL: Use for Makepad font and text rendering. Triggers on: makepad font, makepad text, makepad glyph, makepad typography, font atlas, text layout, font ... | makepad, font | makepad, font, critical, text, rendering, triggers, glyph, typography, atlas, layout, family, size | | `makepad-layout` | CRITICAL: Use for Makepad layout system. Triggers on: makepad layout, makepad width, makepad height, makepad flex, makepad padding, makepad margin, makepad f... | makepad, layout | makepad, layout, critical, triggers, width, height, flex, padding, margin, flow, align, fit | | `makepad-shaders` | CRITICAL: Use for Makepad shader system. Triggers on: makepad shader, makepad draw_bg, Sdf2d, makepad pixel, makepad glsl, makepad sdf, draw_quad, makepad gp... | makepad, shaders | makepad, shaders, critical, shader, triggers, draw, bg, sdf2d, pixel, glsl, sdf, quad | -| `makepad-widgets` | CRITICAL: Use for Makepad widgets and UI components. Triggers on: makepad widget, makepad View, makepad Button, makepad Label, makepad Image, makepad TextInp... | makepad, widgets | makepad, widgets, critical, ui, components, triggers, widget, view, button, label, image, textinput | +| `makepad-widgets` | Version: makepad-widgets (dev branch) \| Last Updated: 2026-01-19 > > Check for updates: https://crates.io/crates/makepad-widgets | makepad, widgets | makepad, widgets, version, dev, branch, last, updated, 2026, 01, 19, check, updates | | `matematico-tao` | Matemático ultra-avançado inspirado em Terence Tao. Análise rigorosa de código e arquitetura com teoria matemática profunda: teoria da informação, teoria dos... | mathematics, code-analysis, algorithms, formal-methods | mathematics, code-analysis, algorithms, formal-methods, matematico, tao, matem, tico, ultra, avan, ado, inspirado | -| `matplotlib` | Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating ... | matplotlib | matplotlib, low, level, plotting, library, full, customization, fine, grained, control, every, plot | -| `mcp-builder` | Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use whe... | mcp, builder | mcp, builder, creating, high, quality, model, context, protocol, servers, enable, llms, interact | -| `mcp-builder-ms` | Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use whe... | mcp, builder, ms | mcp, builder, ms, creating, high, quality, model, context, protocol, servers, enable, llms | +| `mcp-builder` | Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is ... | mcp, builder | mcp, builder, model, context, protocol, servers, enable, llms, interact, external, through, well | | `memory-systems` | Design short-term, long-term, and graph-based memory architectures | memory | memory, short, term, long, graph, architectures | | `mental-health-analyzer` | 分析心理健康数据、识别心理模式、评估心理健康状况、提供个性化心理健康建议。支持与睡眠、运动、营养等其他健康数据的关联分析。 | mental, health, analyzer | mental, health, analyzer | | `mermaid-expert` | Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling. | mermaid | mermaid, diagrams, flowcharts, sequences, erds, architectures, masters, syntax, all, diagram, types, styling | -| `micro-saas-launcher` | Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, p... | micro, saas, launcher | micro, saas, launcher, launching, small, products, fast, indie, hacker, approach, building, profitable | | `minecraft-bukkit-pro` | Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs. | minecraft, bukkit | minecraft, bukkit, pro, server, plugin, development, spigot, paper, apis | | `monetization` | Estrategia e implementacao de monetizacao para produtos digitais - Stripe, subscriptions, pricing experiments, freemium, upgrade flows, churn prevention, rev... | monetization, stripe, saas, pricing, subscriptions | monetization, stripe, saas, pricing, subscriptions, estrategia, implementacao, de, monetizacao, para, produtos, digitais | -| `monorepo-management` | Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependen... | monorepo | monorepo, turborepo, nx, pnpm, workspaces, efficient, scalable, multi, package, repositories, optimized, dependency | +| `monorepo-management` | Build efficient, scalable monorepos that enable code sharing, consistent tooling, and atomic changes across multiple packages and applications. | monorepo | monorepo, efficient, scalable, monorepos, enable, code, sharing, consistent, tooling, atomic, changes, multiple | | `multi-advisor` | Conselho de especialistas — consulta multiplos agentes do ecossistema em paralelo para analise multi-perspectiva de qualquer topico. Ativa personas, especial... | multi-agent, advisory, parallel-analysis, synthesis | multi-agent, advisory, parallel-analysis, synthesis, multi, advisor, conselho, de, especialistas, consulta, multiplos, agentes | -| `n8n-validation-expert` | Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, ... | n8n, validation | n8n, validation, interpret, errors, fixing, them, encountering, warnings, false, positives, operator, structure | +| `n8n-validation-expert` | Expert guide for interpreting and fixing n8n validation errors. | n8n, validation | n8n, validation, interpreting, fixing, errors | | `new-rails-project` | Create a new Rails project | new, rails | new, rails | -| `nft-standards` | Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, ... | nft, standards | nft, standards, erc, 721, 1155, proper, metadata, handling, minting, marketplace, integration, creating | +| `nft-standards` | Master ERC-721 and ERC-1155 NFT standards, metadata best practices, and advanced NFT features. | nft, standards | nft, standards, erc, 721, 1155, metadata, features | | `nosql-expert` | Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot ... | nosql | nosql, guidance, distributed, databases, cassandra, dynamodb, mental, models, query, first, modeling, single | +| `notebooklm` | Interact with Google NotebookLM to query documentation with Gemini's source-grounded answers. Each question opens a fresh browser session, retrieves the answ... | notebooklm | notebooklm, interact, google, query, documentation, gemini, source, grounded, answers, each, question, opens | | `nutrition-analyzer` | 分析营养数据、识别营养模式、评估营养状况，并提供个性化营养建议。支持与运动、睡眠、慢性病数据的关联分析。 | nutrition, analyzer | nutrition, analyzer | | `obsidian-clipper-template-creator` | Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format cli... | obsidian, clipper, creator | obsidian, clipper, creator, creating, web, want, new, clipping, understand, available, variables, format | | `occupational-health-analyzer` | 分析职业健康数据、识别工作相关健康风险、评估职业健康状况、提供个性化职业健康建议。支持与睡眠、运动、心理健康等其他健康数据的关联分析。 | occupational, health, analyzer | occupational, health, analyzer | @@ -783,60 +792,55 @@ Total skills: 1273 | `odoo-qweb-templates` | Expert in Odoo QWeb templating for PDF reports, email templates, and website pages. Covers t-if, t-foreach, t-field, and report actions. | odoo, qweb | odoo, qweb, templating, pdf, reports, email, website, pages, covers, foreach, field, report | | `odoo-upgrade-advisor` | Step-by-step Odoo version upgrade advisor: pre-upgrade checklist, community vs enterprise upgrade path, OCA module compatibility, and post-upgrade validation. | odoo, upgrade, advisor | odoo, upgrade, advisor, step, version, pre, checklist, community, vs, enterprise, path, oca | | `odoo-xml-views-builder` | Expert at building Odoo XML views: Form, List, Kanban, Search, Calendar, and Graph. Generates correct XML for Odoo 14-17 with proper visibility syntax. | odoo, xml, views, builder | odoo, xml, views, builder, building, form, list, kanban, search, calendar, graph, generates | -| `onboarding-cro` | When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding ... | onboarding, cro | onboarding, cro, user, wants, optimize, post, signup, activation, first, run, experience, time | +| `onboarding-cro` | You are an expert in user onboarding and activation. Your goal is to help users reach their "aha moment" as quickly as possible and establish habits that lea... | onboarding, cro | onboarding, cro, user, activation, goal, users, reach, aha, moment, quickly, possible, establish | | `oral-health-analyzer` | 分析口腔健康数据、识别口腔问题模式、评估口腔健康状况、提供个性化口腔健康建议。支持与营养、慢性病、用药等其他健康数据的关联分析。 | oral, health, analyzer | oral, health, analyzer | | `oss-hunter` | Automatically hunt for high-impact OSS contribution opportunities in trending repositories. | oss, hunter | oss, hunter, automatically, hunt, high, impact, contribution, opportunities, trending, repositories | | `page-cro` | Analyze and optimize individual pages for conversion performance. | page, cro | page, cro, analyze, optimize, individual, pages, conversion, performance | -| `paid-ads` | When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when ... | paid, ads | paid, ads, user, wants, advertising, campaigns, google, meta, facebook, instagram, linkedin, twitter | -| `paypal-integration` | Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processin... | paypal, integration | paypal, integration, integrate, payment, processing, express, checkout, subscriptions, refund, implementing, payments, online | -| `paywall-upgrade-cro` | When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgr... | paywall, upgrade, cro | paywall, upgrade, cro, user, wants, optimize, app, paywalls, screens, upsell, modals, feature | -| `pdf-official` | Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs ... | pdf, official | pdf, official, manipulation, toolkit, extracting, text, tables, creating, new, pdfs, merging, splitting | -| `pentest-commands` | This skill should be used when the user asks to "run pentest commands", "scan with nmap", "use metasploit exploits", "crack passwords with hydra or john", "s... | pentest, commands | pentest, commands, skill, should, used, user, asks, run, scan, nmap, metasploit, exploits | +| `paypal-integration` | Master PayPal payment integration including Express Checkout, IPN handling, recurring billing, and refund workflows. | paypal, integration | paypal, integration, payment, including, express, checkout, ipn, handling, recurring, billing, refund | +| `paywall-upgrade-cro` | You are an expert in in-app paywalls and upgrade flows. Your goal is to convert free users to paid, or upgrade users to higher tiers, at moments when they've... | paywall, upgrade, cro | paywall, upgrade, cro, app, paywalls, flows, goal, convert, free, users, paid, higher | +| `pentest-checklist` | Provide a comprehensive checklist for planning, executing, and following up on penetration tests. Ensure thorough preparation, proper scoping, and effective ... | pentest, checklist | pentest, checklist, provide, planning, executing, following, up, penetration, tests, thorough, preparation, proper | | `performance-optimizer` | Identifies and fixes performance bottlenecks in code, databases, and APIs. Measures before and after to prove improvements. | performance, optimizer | performance, optimizer, identifies, fixes, bottlenecks, code, databases, apis, measures, before, after, prove | | `performance-profiling` | Performance profiling principles. Measurement, analysis, and optimization techniques. | performance, profiling | performance, profiling, principles, measurement, analysis, optimization, techniques | -| `personal-tool-builder` | Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourse... | personal, builder | personal, builder, building, custom, solve, own, problems, first, products, often, start, scratch | +| `plaid-fintech` | Create a linktoken for Plaid Link, exchange publictoken for accesstoken. Link tokens are short-lived, one-time use. Access tokens don't expire but may need u... | plaid, fintech | plaid, fintech, linktoken, link, exchange, publictoken, accesstoken, tokens, short, lived, one, time | | `plan-writing` | Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work. | plan, writing | plan, writing, structured, task, planning, clear, breakdowns, dependencies, verification, criteria, implementing, features | -| `planning-with-files` | Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks,... | planning, with, files | planning, with, files, implements, manus, style, file, complex, tasks, creates, task, plan | +| `planning-with-files` | Work like Manus: Use persistent markdown files as your "working memory on disk." | planning, with, files | planning, with, files, work, like, manus, persistent, markdown, working, memory, disk | +| `playwright-skill` | IMPORTANT - Path Resolution: This skill can be installed in different locations (plugin system, manual installation, global, or project-specific). Before exe... | playwright, skill | playwright, skill, important, path, resolution, installed, different, locations, plugin, manual, installation, global | | `plotly` | Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presenta... | plotly | plotly, interactive, visualization, library, hover, info, zoom, pan, web, embeddable, charts, dashboards | | `posix-shell-pro` | Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (das... | posix, shell | posix, shell, pro, strict, sh, scripting, maximum, portability, unix, like, specializes, scripts | -| `pptx-official` | Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying o... | pptx, official | pptx, official, presentation, creation, editing, analysis, claude, work, presentations, files, creating, new | -| `pr-writer` | ALWAYS use this skill when creating or updating pull requests — never create or edit a PR directly without it. Follows Sentry conventions for PR titles, desc... | pr, writer | pr, writer, always, skill, creating, updating, pull, requests, never, edit, directly, without | -| `privilege-escalation-methods` | This skill should be used when the user asks to "escalate privileges", "get root access", "become administrator", "privesc techniques", "abuse sudo", "exploi... | privilege, escalation, methods | privilege, escalation, methods, skill, should, used, user, asks, escalate, privileges, get, root | +| `pptx-official` | A user may ask you to create, edit, or analyze the contents of a .pptx file. A .pptx file is essentially a ZIP archive containing XML files and other resourc... | pptx, official | pptx, official, user, may, ask, edit, analyze, contents, file, essentially, zip, archive | +| `pr-writer` | Create pull requests following Sentry's engineering practices. | pr, writer | pr, writer, pull, requests, following, sentry, engineering | | `production-scheduling` | Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufa... | production, scheduling | production, scheduling, codified, expertise, job, sequencing, line, balancing, changeover, optimisation, bottleneck, resolution | | `professional-proofreader` | Use when a user asks to "proofread", "review and correct", "fix grammar", "improve readability while keeping my voice", and to proofread a document file and ... | professional, proofreader | professional, proofreader, user, asks, proofread, review, correct, fix, grammar, improve, readability, while | | `prompt-engineer` | Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR, SOAP, CLEAR, GROW) | [prompt-engineering, optimization, frameworks, ai-enhancement] | [prompt-engineering, optimization, frameworks, ai-enhancement], prompt, engineer, transforms, user, prompts, optimized, rtf, risen | -| `prompt-library` | Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement techniques. Use... | prompt, library | prompt, library, curated, collection, high, quality, prompts, various, cases, includes, role, task | -| `qiskit` | IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for production workloads, or needing IBM optimization t... | qiskit | qiskit, ibm, quantum, computing, framework, targeting, hardware, working, runtime, workloads, needing, optimization | +| `prompt-library` | A comprehensive collection of battle-tested prompts inspired by [awesome-chatgpt-prompts](https://github.com/f/awesome-chatgpt-prompts) and community best pr... | prompt, library | prompt, library, collection, battle, tested, prompts, inspired, awesome, chatgpt, https, github, com | +| `qiskit` | Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on sim... | qiskit | qiskit, world, most, popular, open, source, quantum, computing, framework, 13m, downloads, circuits | | `quality-nonconformance` | Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated m... | quality, nonconformance | quality, nonconformance, codified, expertise, control, non, conformance, investigation, root, cause, analysis, corrective | -| `readme` | When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,'... | readme | readme, user, wants, update, md, file, says, write, document, documentation, asks, he | -| `receiving-code-review` | Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technic... | receiving, code | receiving, code, review, feedback, before, implementing, suggestions, especially, seems, unclear, technically, questionable | -| `red-team-tools` | This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt for XSS vulnera... | red, team | red, team, skill, should, used, user, asks, follow, methodology, perform, bug, bounty | -| `referral-program` | When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referr... | referral, program | referral, program, user, wants, optimize, analyze, affiliate, word, mouth, mentions, ambassador | +| `readme` | You are an expert technical writer creating comprehensive project documentation. Your goal is to write a README.md that is absurdly thorough—the kind of docu... | readme | readme, technical, writer, creating, documentation, goal, write, md, absurdly, thorough, kind, wish | +| `receiving-code-review` | Code review requires technical evaluation, not emotional performance. | receiving, code | receiving, code, review, requires, technical, evaluation, emotional, performance | | `rehabilitation-analyzer` | 分析康复训练数据、识别康复模式、评估康复进展，并提供个性化康复建议 | rehabilitation, analyzer | rehabilitation, analyzer | | `remotion` | Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays | remotion | remotion, generate, walkthrough, videos, stitch, smooth, transitions, zooming, text, overlays | | `requesting-code-review` | Use when completing tasks, implementing major features, or before merging to verify work meets requirements | requesting, code | requesting, code, review, completing, tasks, implementing, major, features, before, merging, verify, work | | `returns-reverse-logistics` | Codified expertise for returns authorisation, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management. | returns, reverse, logistics | returns, reverse, logistics, codified, expertise, authorisation, receipt, inspection, disposition, decisions, refund, processing | | `reverse-engineer` | Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and mod... | reverse | reverse, engineer, specializing, binary, analysis, disassembly, decompilation, software, masters, ida, pro, ghidra | | `robius-matrix-integration` | CRITICAL: Use for Matrix SDK integration with Makepad. Triggers on: Matrix SDK, sliding sync, MatrixRequest, timeline, matrix-sdk, matrix client, robrix, mat... | robius, matrix, integration | robius, matrix, integration, critical, sdk, makepad, triggers, sliding, sync, matrixrequest, timeline, client | -| `sam-altman` | Agente que simula Sam Altman — CEO da OpenAI, ex-presidente da Y Combinator, arquiteto da era AGI. Use quando quiser: perspectivas sobre startups e fundraisi... | persona, startups, agi, yc, fundraising | persona, startups, agi, yc, fundraising, sam, altman, agente, que, simula, ceo, da | -| `seaborn` | Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive def... | seaborn | seaborn, statistical, visualization, pandas, integration, quick, exploration, distributions, relationships, categorical, comparisons, attractive | +| `sam-altman` | Agente que simula Sam Altman — CEO da OpenAI, ex-presidente da Y Combinator, arquiteto da era AGI. | persona, startups, agi, yc, fundraising | persona, startups, agi, yc, fundraising, sam, altman, agente, que, simula, ceo, da | | `search-specialist` | Expert web researcher using advanced search techniques and | search | search, web, researcher, techniques | +| `senior-architect` | Complete toolkit for senior architect with modern tools and best practices. | senior | senior, architect, complete, toolkit | +| `senior-fullstack` | Complete toolkit for senior fullstack with modern tools and best practices. | senior, fullstack | senior, fullstack, complete, toolkit | | `sexual-health-analyzer` | Sexual Health Analyzer | sexual, health, analyzer | sexual, health, analyzer | | `shader-programming-glsl` | Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects. | shader, programming, glsl | shader, programming, glsl, writing, efficient, shaders, vertex, fragment, web, game, engines, covering | | `sharp-edges` | sharp-edges | sharp, edges | sharp, edges | | `shellcheck-configuration` | Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuri... | shellcheck, configuration | shellcheck, configuration, static, analysis, usage, shell, script, quality, setting, up, linting, infrastructure | -| `shodan-reconnaissance` | This skill should be used when the user asks to "search for exposed devices on the internet," "perform Shodan reconnaissance," "find vulnerable services usin... | shodan, reconnaissance | shodan, reconnaissance, skill, should, used, user, asks, search, exposed, devices, internet, perform | -| `signup-flow-cro` | When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "reg... | signup, flow, cro | signup, flow, cro, user, wants, optimize, registration, account, creation, trial, activation, flows | +| `signup-flow-cro` | You are an expert in optimizing signup and registration flows. Your goal is to reduce friction, increase completion rates, and set users up for successful ac... | signup, flow, cro | signup, flow, cro, optimizing, registration, flows, goal, reduce, friction, increase, completion, rates | | `skill-check` | Validate Claude Code skills against the agentskills specification. Catches structural, semantic, and naming issues before users do. | validation, linter, agentskills, skill-authoring, code-quality | validation, linter, agentskills, skill-authoring, code-quality, skill, check, validate, claude, code, skills, against | -| `skill-creator` | This skill should be used when the user asks to create a new skill, build a skill, make a custom skill, develop a CLI skill, or wants to extend the CLI with ... | [automation, scaffolding, skill-creation, meta-skill] | [automation, scaffolding, skill-creation, meta-skill], skill, creator, should, used, user, asks, new, custom | -| `skill-improver` | Iteratively reviews and fixes Claude Code skill quality issues until they meet standards. Runs automated fix-review cycles using the skill-reviewer agent. Us... | skill, improver | skill, improver, iteratively, reviews, fixes, claude, code, quality, issues, until, meet, standards | +| `skill-developer` | Comprehensive guide for creating and managing skills in Claude Code with auto-activation system, following Anthropic's official best practices including the ... | skill | skill, developer, creating, managing, skills, claude, code, auto, activation, following, anthropic, official | +| `skill-improver` | Iteratively improve a Claude Code skill using the skill-reviewer agent until it meets quality standards. | skill, improver | skill, improver, iteratively, improve, claude, code, reviewer, agent, until, meets, quality, standards | | `skill-rails-upgrade` | Analyze Rails apps and provide upgrade assessments | skill, rails, upgrade | skill, rails, upgrade, analyze, apps, provide, assessments | | `skill-router` | Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the insta... | skill, router | skill, router, user, unsure, which, where, start, interviews, targeted, questions, recommends, installed | | `skill-sentinel` | Auditoria e evolucao do ecossistema de skills. Qualidade de codigo, seguranca, custos, gaps, duplicacoes, dependencias e relatorios de saude. | governance, audit, quality, skill-health | governance, audit, quality, skill-health, skill, sentinel, auditoria, evolucao, do, ecossistema, de, skills | | `skill-writer` | Create and improve agent skills following the Agent Skills specification. Use when asked to create, write, or update skills. | skill, writer | skill, writer, improve, agent, skills, following, specification, asked, write, update | -| `slack-gif-creator` | Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users reques... | slack, gif, creator | slack, gif, creator, knowledge, utilities, creating, animated, gifs, optimized, provides, constraints, validation | +| `slack-gif-creator` | A toolkit providing utilities and knowledge for creating animated GIFs optimized for Slack. | slack, gif, creator | slack, gif, creator, toolkit, providing, utilities, knowledge, creating, animated, gifs, optimized | | `sleep-analyzer` | 分析睡眠数据、识别睡眠模式、评估睡眠质量，并提供个性化睡眠改善建议。支持与其他健康数据的关联分析。 | sleep, analyzer | sleep, analyzer | -| `social-content` | When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. A... | social, content | social, content, user, wants, creating, scheduling, optimizing, media, linkedin, twitter, instagram, tiktok | | `social-orchestrator` | Orquestrador unificado de canais sociais — coordena Instagram, Telegram e WhatsApp em um unico fluxo de trabalho. Publicacao cross-channel, metricas unificad... | social-media, cross-channel, scheduling, campaigns | social-media, cross-channel, scheduling, campaigns, social, orchestrator, orquestrador, unificado, de, canais, sociais, coordena | | `speckit-updater` | SpecKit Safe Update | speckit, updater | speckit, updater, safe, update | | `speed` | Launch RSVP speed reader for text | speed | speed, launch, rsvp, reader, text | @@ -845,8 +849,10 @@ Total skills: 1273 | `subagent-driven-development` | Use when executing implementation plans with independent tasks in the current session | subagent, driven | subagent, driven, development, executing, plans, independent, tasks, current, session | | `superpowers-lab` | Lab environment for Claude superpowers | superpowers, lab | superpowers, lab, environment, claude | | `tcm-constitution-analyzer` | 分析中医体质数据、识别体质类型、评估体质特征,并提供个性化养生建议。支持与营养、运动、睡眠等健康数据的关联分析。 | tcm, constitution, analyzer | tcm, constitution, analyzer | -| `team-composition-analysis` | This skill should be used when the user asks to \\\\\\"plan team structure", "determine hiring needs", "design org chart", "calculate compensation", "plan equit... | team, composition | team, composition, analysis, skill, should, used, user, asks, plan, structure, determine, hiring | -| `theme-factory` | Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors... | theme, factory | theme, factory, toolkit, styling, artifacts, these, slides, docs, reportings, html, landing, pages | +| `team-composition-analysis` | Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A. | team, composition | team, composition, analysis, optimal, structures, hiring, plans, compensation, equity, allocation, early, stage | +| `telegram-bot-builder` | You build bots that people actually use daily. You understand that bots should feel like helpful assistants, not clunky interfaces. You know the Telegram eco... | telegram, bot, builder | telegram, bot, builder, bots, people, actually, daily, understand, should, feel, like, helpful | +| `telegram-mini-app` | You build apps where 800M+ Telegram users already are. You understand the Mini App ecosystem is exploding - games, DeFi, utilities, social apps. You know TON... | telegram, mini, app | telegram, mini, app, apps, where, 800m, users, already, understand, ecosystem, exploding, games | +| `theme-factory` | This skill provides a curated collection of professional font and color themes themes, each with carefully selected color palettes and font pairings. Once a ... | theme, factory | theme, factory, skill, provides, curated, collection, professional, font, color, themes, each, carefully | | `threejs-animation` | Three.js animation - keyframe animation, skeletal animation, morph targets, animation mixing. Use when animating objects, playing GLTF animations, creating p... | threejs, animation | threejs, animation, three, js, keyframe, skeletal, morph, targets, mixing, animating, objects, playing | | `threejs-fundamentals` | Three.js scene setup, cameras, renderer, Object3D hierarchy, coordinate systems. Use when setting up 3D scenes, creating cameras, configuring renderers, mana... | threejs, fundamentals | threejs, fundamentals, three, js, scene, setup, cameras, renderer, object3d, hierarchy, coordinate, setting | | `threejs-geometry` | Three.js geometry creation - built-in shapes, BufferGeometry, custom geometry, instancing. Use when creating 3D shapes, working with vertices, building custo... | threejs, geometry | threejs, geometry, three, js, creation, built, shapes, buffergeometry, custom, instancing, creating, 3d | @@ -860,140 +866,131 @@ Total skills: 1273 | `tool-use-guardian` | FREE — Intelligent tool-call reliability wrapper. Monitors, retries, fixes, and learns from tool failures. Auto-recovers from truncated JSON, timeouts, rate ... | reliability, tool-use, error-handling, retries, recovery, agent-infrastructure | reliability, tool-use, error-handling, retries, recovery, agent-infrastructure, guardian, free, intelligent, call, wrapper, monitors | | `turborepo-caching` | Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing d... | turborepo, caching | turborepo, caching, configure, efficient, monorepo, local, remote, setting, up, optimizing, pipelines, implementing | | `tutorial-engineer` | Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples. | tutorial | tutorial, engineer, creates, step, tutorials, educational, content, code, transforms, complex, concepts, progressive | +| `twilio-communications` | Basic pattern for sending SMS messages with Twilio. Handles the fundamentals: phone number formatting, message delivery, and delivery status callbacks. | twilio, communications | twilio, communications, basic, sending, sms, messages, fundamentals, phone, number, formatting, message, delivery | | `ui-skills` | Opinionated, evolving constraints to guide agents when building interfaces | ui, skills | ui, skills, opinionated, evolving, constraints, agents, building, interfaces | | `ui-ux-designer` | Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools. | ui, ux, designer | ui, ux, designer, interface, designs, wireframes, masters, user, research, accessibility, standards | | `unsplash-integration` | Integration skill for searching and fetching high-quality, free-to-use professional photography from Unsplash. | unsplash, integration | unsplash, integration, skill, searching, fetching, high, quality, free, professional, photography | | `upgrading-expo` | Upgrade Expo SDK versions | upgrading, expo | upgrading, expo, upgrade, sdk, versions | -| `upstash-qstash` | Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash,... | upstash, qstash | upstash, qstash, serverless, message, queues, scheduled, jobs, reliable, http, task, delivery, without | -| `using-git-worktrees` | Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with sma... | using, git, worktrees | using, git, worktrees, starting, feature, work, isolation, current, workspace, before, executing, plans | +| `upstash-qstash` | You are an Upstash QStash expert who builds reliable serverless messaging without infrastructure management. You understand that QStash's simplicity is its p... | upstash, qstash | upstash, qstash, who, reliable, serverless, messaging, without, infrastructure, understand, simplicity, power, http | +| `using-git-worktrees` | Git worktrees create isolated workspaces sharing the same repository, allowing work on multiple branches simultaneously without switching. | using, git, worktrees | using, git, worktrees, isolated, workspaces, sharing, same, repository, allowing, work, multiple, branches | | `using-superpowers` | Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions | using, superpowers | using, superpowers, starting, any, conversation, establishes, how, find, skills, requiring, skill, invocation | -| `verification-before-completion` | Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output... | verification, before, completion | verification, before, completion, about, claim, work, complete, fixed, passing, committing, creating, prs | +| `varlock` | Secure-by-default environment variable management for Claude Code sessions. | varlock | varlock, secure, default, environment, variable, claude, code, sessions | +| `verification-before-completion` | Claiming work is complete without verification is dishonesty, not efficiency. | verification, before, completion | verification, before, completion, claiming, work, complete, without, dishonesty, efficiency | | `vexor-cli` | Semantic file discovery via `vexor`. Use whenever locating where something is implemented/loaded/defined in a medium or large repo, or when the file location... | vexor, cli | vexor, cli, semantic, file, discovery, via, whenever, locating, where, something, implemented, loaded | | `videodb` | Video and audio perception, indexing, and editing. Ingest files/URLs/live streams, build visual/spoken indexes, search with timestamps, edit timelines, add o... | [video, editing, transcription, subtitles, search, streaming, ai-generation, media, live-streams, desktop-capture] | [video, editing, transcription, subtitles, search, streaming, ai-generation, media, live-streams, desktop-capture], videodb, video | +| `viral-generator-builder` | You understand why people share things. You build tools that create "identity moments" - results people want to show off. You know the difference between a t... | viral, generator, builder | viral, generator, builder, understand, why, people, share, things, identity, moments, results, want | | `web-performance-optimization` | Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance | web, performance, optimization | web, performance, optimization, optimize, website, application, including, loading, speed, core, vitals, bundle | | `weightloss-analyzer` | 分析减肥数据、计算代谢率、追踪能量缺口、管理减肥阶段 | weightloss, analyzer | weightloss, analyzer | -| `wiki-architect` | Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate doc... | wiki | wiki, architect, analyzes, code, repositories, generates, hierarchical, documentation, structures, onboarding, guides, user | -| `wiki-changelog` | Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, o... | wiki, changelog | wiki, changelog, analyzes, git, commit, history, generates, structured, changelogs, categorized, change, type | -| `wiki-page-writer` | Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentati... | wiki, page, writer | wiki, page, writer, generates, rich, technical, documentation, pages, dark, mode, mermaid, diagrams | -| `wiki-vitepress` | Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Us... | wiki, vitepress | wiki, vitepress, packages, generated, markdown, static, site, dark, theme, mode, mermaid, diagrams | -| `windows-privilege-escalation` | This skill should be used when the user asks to "escalate privileges on Windows," "find Windows privesc vectors," "enumerate Windows for privilege escalation... | windows, privilege, escalation | windows, privilege, escalation, skill, should, used, user, asks, escalate, privileges, find, privesc | +| `wiki-architect` | You are a documentation architect that produces structured wiki catalogues and onboarding guides from codebases. | wiki | wiki, architect, documentation, produces, structured, catalogues, onboarding, guides, codebases | +| `wiki-changelog` | Generate structured changelogs from git history. | wiki, changelog | wiki, changelog, generate, structured, changelogs, git, history | +| `wiki-onboarding` | Generate two complementary onboarding documents that together give any engineer — from newcomer to principal — a complete understanding of a codebase. | wiki, onboarding | wiki, onboarding, generate, two, complementary, documents, together, give, any, engineer, newcomer, principal | +| `wiki-page-writer` | You are a senior documentation engineer that generates comprehensive technical documentation pages with evidence-based depth. | wiki, page, writer | wiki, page, writer, senior, documentation, engineer, generates, technical, pages, evidence, depth | +| `wiki-vitepress` | Transform generated wiki Markdown files into a polished VitePress static site with dark theme and interactive Mermaid diagrams. | wiki, vitepress | wiki, vitepress, transform, generated, markdown, files, polished, static, site, dark, theme, interactive | | `writing-plans` | Use when you have a spec or requirements for a multi-step task, before touching code | writing, plans | writing, plans, spec, requirements, multi, step, task, before, touching, code | | `writing-skills` | Use when creating, updating, or improving agent skills. | writing, skills | writing, skills, creating, updating, improving, agent | | `x-article-publisher-skill` | Publish articles to X/Twitter | x, article, publisher, skill | x, article, publisher, skill, publish, articles, twitter | +| `xlsx-official` | Unless otherwise stated by the user or existing template | xlsx, official | xlsx, official, unless, otherwise, stated, user, existing | | `yann-lecun-debate` | Sub-skill de debates e posições de Yann LeCun. Cobre críticas técnicas detalhadas aos LLMs, rivalidades intelectuais (LeCun vs Hinton, Sutskever, Russell, Yu... | persona, ai-debate, llm-criticism, open-source | persona, ai-debate, llm-criticism, open-source, yann, lecun, debate, sub, skill, de, debates, posi | -| `yann-lecun-filosofia` | Sub-skill filosófica e pedagógica de Yann LeCun. Cobre filosofia do open source (LLaMA, soberania tecnológica, analogia Linux), análise de incentivos Meta vs... | persona, ai-philosophy, open-source, education | persona, ai-philosophy, open-source, education, yann, lecun, filosofia, sub, skill, filos, fica, pedag | +| `yann-lecun-filosofia` | Sub-skill filosófica e pedagógica de Yann LeCun. | persona, ai-philosophy, open-source, education | persona, ai-philosophy, open-source, education, yann, lecun, filosofia, sub, skill, filos, fica, pedag | | `yann-lecun-tecnico` | Sub-skill técnica de Yann LeCun. Cobre CNNs, LeNet, backpropagation, JEPA (I-JEPA, V-JEPA, MC-JEPA), AMI (Advanced Machinery of Intelligence), Self-Supervise... | persona, cnn, jepa, self-supervised, pytorch | persona, cnn, jepa, self-supervised, pytorch, yann, lecun, tecnico, sub, skill, cnica, de | | `youtube-summarizer` | Extract transcripts from YouTube videos and generate comprehensive, detailed summaries using intelligent analysis frameworks | [video, summarization, transcription, youtube, content-analysis] | [video, summarization, transcription, youtube, content-analysis], summarizer, extract, transcripts, videos, generate, detailed, summaries | -## infrastructure (136) +## infrastructure (120) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | | `acceptance-orchestrator` | Use when a coding task should be driven end-to-end from issue intake through implementation, review, deployment, and acceptance verification with minimal hum... | acceptance, orchestrator | acceptance, orchestrator, coding, task, should, driven, issue, intake, through, review, deployment, verification | -| `agent-evaluation` | Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents... | agent, evaluation | agent, evaluation, testing, benchmarking, llm, agents, including, behavioral, capability, assessment, reliability, metrics | | `airflow-dag-patterns` | Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating wor... | airflow, dag | airflow, dag, apache, dags, operators, sensors, testing, deployment, creating, data, pipelines, orchestrating | | `api-testing-observability-api-mock` | You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and e... | api, observability, mock | api, observability, mock, testing, mocking, specializing, realistic, development, demos, mocks, simulate, real | -| `apify-actor-development` | Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifyin... | apify, actor | apify, actor, development, develop, debug, deploy, actors, serverless, cloud, programs, web, scraping | -| `apify-actorization` | Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context man... | apify, actorization | apify, actorization, convert, existing, actors, serverless, cloud, programs, actorize, javascript, typescript, sdk | -| `apify-brand-reputation-monitoring` | Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user a... | apify, brand, reputation, monitoring | apify, brand, reputation, monitoring, track, reviews, ratings, sentiment, mentions, google, maps, booking | +| `apify-brand-reputation-monitoring` | Scrape reviews, ratings, and brand mentions from multiple platforms using Apify Actors. | apify, brand, reputation, monitoring | apify, brand, reputation, monitoring, scrape, reviews, ratings, mentions, multiple, platforms, actors | | `application-performance-performance-optimization` | Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across... | application, performance, optimization | application, performance, optimization, optimize, profiling, observability, backend, frontend, tuning, coordinating, stack | -| `aws-serverless` | Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns... | aws, serverless | aws, serverless, specialized, skill, building, applications, covers, lambda, functions, api, gateway, dynamodb | +| `aws-penetration-testing` | Provide comprehensive techniques for penetration testing AWS cloud environments. Covers IAM enumeration, privilege escalation, SSRF to metadata endpoint, S3 ... | aws, penetration | aws, penetration, testing, provide, techniques, cloud, environments, covers, iam, enumeration, privilege, escalation | | `aws-skills` | AWS development with infrastructure automation and cloud architecture patterns | aws, skills | aws, skills, development, infrastructure, automation, cloud, architecture | -| `azd-deployment` | Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration... | azd, deployment | azd, deployment, deploy, containerized, applications, azure, container, apps, developer, cli, setting, up | +| `azd-deployment` | Deploy containerized frontend + backend applications to Azure Container Apps with remote builds, managed identity, and idempotent infrastructure. | azd, deployment | azd, deployment, deploy, containerized, frontend, backend, applications, azure, container, apps, remote, managed | | `azure-ai-anomalydetector-java` | Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-serie... | azure, ai, anomalydetector, java | azure, ai, anomalydetector, java, anomaly, detection, applications, detector, sdk, implementing, univariate, multivariate | | `azure-identity-dotnet` | Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service... | azure, identity, dotnet | azure, identity, dotnet, sdk, net, authentication, library, clients, microsoft, entra, id, defaultazurecredential | -| `azure-identity-java` | Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azu... | azure, identity, java | azure, identity, java, sdk, authentication, implementing, defaultazurecredential, managed, principal, any, applic | | `azure-identity-py` | Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching. | azure, identity, py | azure, identity, py, sdk, python, authentication, defaultazurecredential, managed, principals, token, caching | -| `azure-identity-ts` | Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, ma... | azure, identity, ts | azure, identity, ts, authenticate, sdk, javascript, configuring, authentication, defaultazurecredential, managed, principals | | `azure-messaging-webpubsubservice-py` | Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns. | azure, messaging, webpubsubservice, py | azure, messaging, webpubsubservice, py, web, pubsub, sdk, python, real, time, websocket, connections | | `azure-mgmt-applicationinsights-dotnet` | Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management. | azure, mgmt, applicationinsights, dotnet | azure, mgmt, applicationinsights, dotnet, application, insights, sdk, net, performance, monitoring, observability, resource | | `azure-mgmt-arizeaiobservabilityeval-dotnet` | Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). | azure, mgmt, arizeaiobservabilityeval, dotnet | azure, mgmt, arizeaiobservabilityeval, dotnet, resource, manager, sdk, arize, ai, observability, evaluation, net | | `azure-mgmt-botservice-dotnet` | Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, S... | azure, mgmt, botservice, dotnet | azure, mgmt, botservice, dotnet, resource, manager, sdk, bot, net, plane, operations, creating | | `azure-mgmt-botservice-py` | Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources. | azure, mgmt, botservice, py | azure, mgmt, botservice, py, bot, sdk, python, creating, managing, configuring, resources | | `azure-mgmt-weightsandbiases-dotnet` | Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketp... | azure, mgmt, weightsandbiases, dotnet | azure, mgmt, weightsandbiases, dotnet, weights, biases, sdk, net, ml, experiment, tracking, model | -| `azure-microsoft-playwright-testing-ts` | Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted b... | azure, microsoft, playwright, ts | azure, microsoft, playwright, ts, testing, run, tests, scale, workspaces, formerly, scaling, browser | -| `azure-monitor-opentelemetry-ts` | Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and... | azure, monitor, opentelemetry, ts | azure, monitor, opentelemetry, ts, instrument, applications, javascript, adding, distributed, tracing, metrics, logs | +| `azure-microsoft-playwright-testing-ts` | Run Playwright tests at scale with cloud-hosted browsers and integrated Azure portal reporting. | azure, microsoft, playwright, ts | azure, microsoft, playwright, ts, testing, run, tests, scale, cloud, hosted, browsers, integrated | +| `azure-monitor-opentelemetry-ts` | Auto-instrument Node.js applications with distributed tracing, metrics, and logs. | azure, monitor, opentelemetry, ts | azure, monitor, opentelemetry, ts, auto, instrument, node, js, applications, distributed, tracing, metrics | | `azure-servicebus-dotnet` | Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions. | azure, servicebus, dotnet | azure, servicebus, dotnet, bus, sdk, net, enterprise, messaging, queues, topics, subscriptions, sessions | | `azure-servicebus-py` | Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns. | azure, servicebus, py | azure, servicebus, py, bus, sdk, python, messaging, queues, topics, subscriptions, enterprise | -| `azure-servicebus-ts` | Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message ses... | azure, servicebus, ts | azure, servicebus, ts, messaging, applications, bus, sdk, javascript, implementing, queues, topics, subscriptions | | `azure-storage-file-share-py` | Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud. | azure, storage, file, share, py | azure, storage, file, share, py, sdk, python, smb, shares, directories, operations, cloud | | `backend-development-feature-development` | Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and servi... | backend | backend, development, feature, orchestrate, requirements, deployment, coordinating, multi, phase, delivery, teams | | `bash-defensive-patterns` | Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requir... | bash, defensive | bash, defensive, programming, techniques, grade, scripts, writing, robust, shell, ci, cd, pipelines | | `bash-pro` | Master of defensive Bash scripting for production automation, CI/CD pipelines, and system utilities. Expert in safe, portable, and testable shell scripts. | bash | bash, pro, defensive, scripting, automation, ci, cd, pipelines, utilities, safe, portable, testable | | `bats-testing-patterns` | Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring t... | bats | bats, testing, bash, automated, shell, script, writing, tests, scripts, ci, cd, pipelines | -| `box-automation` | Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (... | box | box, automation, automate, cloud, storage, operations, including, file, upload, download, search, folder | | `cdk-patterns` | Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 cons... | cdk | cdk, common, aws, constructs, building, cloud, infrastructure, typescript, python, java, designing, reusable | | `chrome-extension-developer` | Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication. | chrome, extension | chrome, extension, developer, building, extensions, manifest, v3, covers, background, scripts, workers, content | -| `cicd-automation-workflow-automate` | You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Desig... | cicd, automate | cicd, automate, automation, specializing, creating, efficient, ci, cd, pipelines, github, actions, automated | -| `claude-d3js-skill` | Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisati... | claude, d3js, skill | claude, d3js, skill, creating, interactive, data, visualisations, d3, js, should, used, custom | | `claude-monitor` | Monitor de performance do Claude Code e sistema local. Diagnostica lentidao, mede CPU/RAM/disco, verifica API latency e gera relatorios de saude do sistema. | monitoring, performance, diagnostics, system-health | monitoring, performance, diagnostics, system-health, claude, monitor, de, do, code, sistema, local, diagnostica | | `closed-loop-delivery` | Use when a coding task must be completed against explicit acceptance criteria with minimal user re-intervention across implementation, review feedback, deplo... | closed, loop, delivery | closed, loop, delivery, coding, task, must, completed, against, explicit, acceptance, criteria, minimal | | `cloud-architect` | Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and ... | cloud | cloud, architect, specializing, aws, azure, gcp, multi, infrastructure, iac, terraform, opentofu, cdk | | `cloud-devops` | Cloud infrastructure and DevOps workflow covering AWS, Azure, GCP, Kubernetes, Terraform, CI/CD, monitoring, and cloud-native development. | cloud, devops | cloud, devops, infrastructure, covering, aws, azure, gcp, kubernetes, terraform, ci, cd, monitoring | | `code-review-ai-ai-review` | You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Levera... | code, ai | code, ai, review, powered, combining, automated, static, analysis, intelligent, recognition, devops, leverage | -| `cost-optimization` | Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing... | cost, optimization | cost, optimization, optimize, cloud, costs, through, resource, rightsizing, tagging, reserved, instances, spending | +| `computer-use-agents` | The fundamental architecture of computer use agents: observe screen, reason about next action, execute action, repeat. This loop integrates vision models wit... | computer, use, agents | computer, use, agents, fundamental, architecture, observe, screen, reason, about, next, action, execute | +| `cost-optimization` | Strategies and patterns for optimizing cloud costs across AWS, Azure, and GCP. | cost, optimization | cost, optimization, optimizing, cloud, costs, aws, azure, gcp | | `data-engineer` | Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data pl... | data | data, engineer, scalable, pipelines, warehouses, real, time, streaming, architectures, implements, apache, spark | | `data-engineering-data-pipeline` | You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing. | data, engineering, pipeline | data, engineering, pipeline, architecture, specializing, scalable, reliable, cost, effective, pipelines, batch, streaming | | `database-admin` | Expert database administrator specializing in modern cloud databases, automation, and reliability engineering. | database, admin | database, admin, administrator, specializing, cloud, databases, automation, reliability, engineering | | `database-cloud-optimization-cost-optimize` | You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spendi... | database, cloud, optimization, cost, optimize | database, cloud, optimization, cost, optimize, specializing, reducing, infrastructure, expenses, while, maintaining, performance | | `database-migrations-migration-observability` | Migration monitoring, CDC, and observability infrastructure | database, cdc, debezium, kafka, prometheus, grafana, monitoring | database, cdc, debezium, kafka, prometheus, grafana, monitoring, migrations, migration, observability, infrastructure | -| `debug-buttercup` | Debugs the Buttercup CRS (Cyber Reasoning System) running on Kubernetes. Use when diagnosing pod crashes, restart loops, Redis failures, resource pressure, d... | debug, buttercup | debug, buttercup, debugs, crs, cyber, reasoning, running, kubernetes, diagnosing, pod, crashes, restart | | `deployment-engineer` | Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation. | deployment | deployment, engineer, specializing, ci, cd, pipelines, gitops, automation | +| `deployment-pipeline-design` | Architecture patterns for multi-stage CI/CD pipelines with approval gates and deployment strategies. | deployment, pipeline | deployment, pipeline, architecture, multi, stage, ci, cd, pipelines, approval, gates | | `deployment-procedures` | Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts. | deployment, procedures | deployment, procedures, principles, decision, making, safe, rollback, verification, teaches, thinking, scripts | | `deployment-validation-config-validate` | You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensi... | deployment, validation, config, validate | deployment, validation, config, validate, configuration, specializing, validating, testing, ensuring, correctness, application, configurations | -| `devops-deploy` | DevOps e deploy de aplicacoes — Docker, CI/CD com GitHub Actions, AWS Lambda, SAM, Terraform, infraestrutura como codigo e monitoramento. Ativar para: docker... | devops, docker, ci-cd, aws, terraform, github-actions | devops, docker, ci-cd, aws, terraform, github-actions, deploy, de, aplicacoes, ci, cd, com | +| `devops-deploy` | DevOps e deploy de aplicacoes — Docker, CI/CD com GitHub Actions, AWS Lambda, SAM, Terraform, infraestrutura como codigo e monitoramento. | devops, docker, ci-cd, aws, terraform, github-actions | devops, docker, ci-cd, aws, terraform, github-actions, deploy, de, aplicacoes, ci, cd, com | | `distributed-debugging-debug-trace` | You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging wo... | distributed, debugging, debug, trace | distributed, debugging, debug, trace, specializing, setting, up, environments, tracing, diagnostic, configure, solutions | -| `distributed-tracing` | Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microserv... | distributed, tracing | distributed, tracing, jaeger, tempo, track, requests, microservices, identify, performance, bottlenecks, debugging, analyzing | +| `distributed-tracing` | Implement distributed tracing with Jaeger and Tempo for request flow visibility across microservices. | distributed, tracing | distributed, tracing, jaeger, tempo, request, flow, visibility, microservices | | `django-pro` | Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment. | django | django, pro, async, views, drf, celery, channels, scalable, web, applications, proper, architecture | | `e2e-testing` | End-to-end testing workflow with Playwright for browser automation, visual regression, cross-browser testing, and CI/CD integration. | e2e | e2e, testing, playwright, browser, automation, visual, regression, cross, ci, cd, integration | -| `e2e-testing-patterns` | Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when... | e2e | e2e, testing, playwright, cypress, reliable, test, suites, catch, bugs, improve, confidence, enable | -| `earllm-build` | Build, maintain, and extend the EarLLM One Android project — a Kotlin/Compose app that connects Bluetooth earbuds to an LLM via voice pipeline. Use this skil... | android, kotlin, bluetooth, llm, voice | android, kotlin, bluetooth, llm, voice, earllm, maintain, extend, one, compose, app, connects | +| `earllm-build` | Build, maintain, and extend the EarLLM One Android project — a Kotlin/Compose app that connects Bluetooth earbuds to an LLM via voice pipeline. | android, kotlin, bluetooth, llm, voice | android, kotlin, bluetooth, llm, voice, earllm, maintain, extend, one, compose, app, connects | | `error-debugging-error-analysis` | You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehens... | error, debugging | error, debugging, analysis, deep, expertise, distributed, analyzing, incidents, implementing, observability, solutions | | `error-debugging-error-trace` | You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, conf... | error, debugging, trace | error, debugging, trace, tracking, observability, specializing, implementing, monitoring, solutions, set, up, configure | | `error-diagnostics-error-analysis` | You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehens... | error, diagnostics | error, diagnostics, analysis, deep, expertise, debugging, distributed, analyzing, incidents, implementing, observability, solutions | | `error-diagnostics-error-trace` | You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, conf... | error, diagnostics, trace | error, diagnostics, trace, tracking, observability, specializing, implementing, monitoring, solutions, set, up, configure | | `expo-cicd-workflows` | Helps understand and write EAS workflow YAML files for Expo projects. Use this skill when the user asks about CI/CD or workflows in an Expo or EAS context, m... | expo, cicd | expo, cicd, helps, understand, write, eas, yaml, files, skill, user, asks, about | | `expo-deployment` | Deploy Expo apps to production | expo, deployment | expo, deployment, deploy, apps | -| `file-uploads` | Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle l... | file, uploads | file, uploads, handling, cloud, storage, covers, s3, cloudflare, r2, presigned, urls, multipart | | `flutter-expert` | Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment. | flutter | flutter, development, dart, widgets, multi, platform, deployment | | `freshservice-automation` | Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools ... | freshservice | freshservice, automation, automate, itsm, tasks, via, rube, mcp, composio, update, tickets, bulk | | `game-development/game-art` | Game art principles. Visual style selection, asset pipeline, animation workflow. | game, development/game, art | game, development/game, art, principles, visual, style, selection, asset, pipeline, animation | -| `gcp-cloud-run` | Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven)... | gcp, cloud, run | gcp, cloud, run, specialized, skill, building, serverless, applications, covers, containerized, functions, event | +| `gcp-cloud-run` | When to use: ['Web applications and APIs', 'Need any runtime or library', 'Complex services with multiple endpoints', 'Stateless containerized workloads'] | gcp, cloud, run | gcp, cloud, run, web, applications, apis, any, runtime, library, complex, multiple, endpoints | | `git-hooks-automation` | Master Git hooks setup with Husky, lint-staged, pre-commit framework, and commitlint. Automate code quality gates, formatting, linting, and commit message en... | git, hooks | git, hooks, automation, setup, husky, lint, staged, pre, commit, framework, commitlint, automate | | `git-pr-workflows-git-workflow` | Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment r... | git, pr | git, pr, orchestrate, code, review, through, creation, leveraging, specialized, agents, quality, assurance | -| `github-actions-templates` | Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, ... | github, actions | github, actions, automated, testing, building, deploying, applications, setting, up, ci, cd, automating | | `github-automation` | Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code... | github | github, automation, automate, repositories, issues, pull, requests, branches, ci, cd, permissions, via | -| `github-workflow-automation` | Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows,... | github | github, automation, automate, ai, assistance, includes, pr, reviews, issue, triage, ci, cd | -| `gitlab-ci-patterns` | Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimi... | gitlab, ci | gitlab, ci, cd, pipelines, multi, stage, caching, distributed, runners, scalable, automation, implementing | -| `gitops-workflow` | Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOp... | gitops | gitops, argocd, flux, automated, declarative, kubernetes, deployments, continuous, reconciliation, implementing, automating, deplo | -| `grafana-dashboards` | Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visua... | grafana, dashboards | grafana, dashboards, real, time, visualization, application, metrics, building, monitoring, visualizing, creating, operational | -| `helm-chart-scaffolding` | Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, pa... | helm, chart | helm, chart, scaffolding, organize, charts, templating, packaging, kubernetes, applications, reusable, configurations, creating | +| `github-workflow-automation` | Patterns for automating GitHub workflows with AI assistance, inspired by [Gemini CLI](https://github.com/google-gemini/gemini-cli) and modern DevOps practices. | github | github, automation, automating, ai, assistance, inspired, gemini, cli, https, com, google, devops | +| `gitlab-ci-patterns` | Comprehensive GitLab CI/CD pipeline patterns for automated testing, building, and deployment. | gitlab, ci | gitlab, ci, cd, pipeline, automated, testing, building, deployment | +| `gitops-workflow` | Complete guide to implementing GitOps workflows with ArgoCD and Flux for automated Kubernetes deployments. | gitops | gitops, complete, implementing, argocd, flux, automated, kubernetes, deployments | +| `grafana-dashboards` | Create and manage production-ready Grafana dashboards for comprehensive system observability. | grafana, dashboards | grafana, dashboards, observability | +| `helm-chart-scaffolding` | Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications. | helm, chart | helm, chart, scaffolding, guidance, creating, organizing, managing, charts, packaging, deploying, kubernetes, applications | +| `hugging-face-jobs` | Run any workload on fully managed Hugging Face infrastructure. No local setup required—jobs run on cloud CPUs, GPUs, or TPUs and can persist results to the H... | hugging, face, jobs | hugging, face, jobs, run, any, workload, fully, managed, infrastructure, no, local, setup | +| `hugging-face-model-trainer` | Train language models using TRL (Transformer Reinforcement Learning) on fully managed Hugging Face infrastructure. No local GPU setup required—models train o... | hugging, face, model, trainer | hugging, face, model, trainer, train, language, models, trl, transformer, reinforcement, learning, fully | | `hybrid-cloud-architect` | Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware). | hybrid, cloud | hybrid, cloud, architect, specializing, complex, multi, solutions, aws, azure, gcp, private, clouds | -| `hybrid-cloud-networking` | Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building... | hybrid, cloud, networking | hybrid, cloud, networking, configure, secure, high, performance, connectivity, between, premises, infrastructure, platforms | -| `istio-traffic-management` | Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic po... | istio, traffic | istio, traffic, configure, including, routing, load, balancing, circuit, breakers, canary, deployments, implementing | +| `hybrid-cloud-networking` | Configure secure, high-performance connectivity between on-premises and cloud environments using VPN, Direct Connect, and ExpressRoute. | hybrid, cloud, networking | hybrid, cloud, networking, configure, secure, high, performance, connectivity, between, premises, environments, vpn | +| `istio-traffic-management` | Comprehensive guide to Istio traffic management for production service mesh deployments. | istio, traffic | istio, traffic, mesh, deployments | | `iterate-pr` | Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automa... | iterate, pr | iterate, pr, until, ci, passes, fix, failures, address, review, feedback, continuously, push | | `java-pro` | Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Proj... | java | java, pro, 21, features, like, virtual, threads, matching, spring, boot, latest, ecosystem | | `k6-load-testing` | Comprehensive k6 load testing skill for API, browser, and scalability testing. Write realistic load scenarios, analyze results, and integrate with CI/CD. | k6, load-testing, performance, api-testing, ci-cd | k6, load-testing, performance, api-testing, ci-cd, load, testing, skill, api, browser, scalability, write | -| `kpi-dashboard-design` | Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboard... | kpi, dashboard | kpi, dashboard, effective, dashboards, metrics, selection, visualization, real, time, monitoring, building, business | | `kubernetes-architect` | Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration. | kubernetes | kubernetes, architect, specializing, cloud, native, infrastructure, gitops, argocd, flux, enterprise, container, orchestration | | `kubernetes-deployment` | Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations. | kubernetes, deployment | kubernetes, deployment, container, orchestration, helm, charts, mesh, k8s, configurations | -| `langfuse` | Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, Lla... | langfuse | langfuse, open, source, llm, observability, platform, covers, tracing, prompt, evaluation, datasets, integration | +| `langfuse` | You are an expert in LLM observability and evaluation. You think in terms of traces, spans, and metrics. You know that LLM applications need monitoring just ... | langfuse | langfuse, llm, observability, evaluation, think, terms, traces, spans, metrics, know, applications, monitoring | | `lightning-channel-factories` | Technical reference on Lightning Network channel factories, multi-party channels, LSP architectures, and Bitcoin Layer 2 scaling without soft forks. Covers D... | lightning, channel, factories | lightning, channel, factories, technical, reference, network, multi, party, channels, lsp, architectures, bitcoin | | `linux-troubleshooting` | Linux system troubleshooting workflow for diagnosing and resolving system issues, performance problems, and service failures. | linux, troubleshooting | linux, troubleshooting, diagnosing, resolving, issues, performance, problems, failures | -| `llm-app-patterns` | Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI... | llm, app | llm, app, building, applications, covers, rag, pipelines, agent, architectures, prompt, ides, llmops | | `machine-learning-ops-ml-pipeline` | Design and implement a complete ML pipeline for: $ARGUMENTS | machine, learning, ops, ml, pipeline | machine, learning, ops, ml, pipeline, complete, arguments | | `makepad-deployment` | CRITICAL: Use for Makepad packaging and deployment. Triggers on: deploy, package, APK, IPA, 打包, 部署, cargo-packager, cargo-makepad, WASM, Android, iOS, distri... | makepad, deployment | makepad, deployment, critical, packaging, triggers, deploy, package, apk, ipa, cargo, packager, wasm | | `manifest` | Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin. | manifest | manifest, install, configure, observability, plugin, agents, setting, up, telemetry, configuring, api, keys | -| `microservices-patterns` | Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decom... | microservices | microservices, architectures, boundaries, event, driven, communication, resilience, building, distributed, decomposing, monoliths, implementing | +| `microservices-patterns` | Master microservices architecture patterns including service boundaries, inter-service communication, data management, and resilience patterns for building d... | microservices | microservices, architecture, including, boundaries, inter, communication, data, resilience, building, distributed | | `ml-engineer` | Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. | ml | ml, engineer, pytorch, tensorflow, frameworks, implements, model, serving, feature, engineering, testing, monitoring | -| `ml-pipeline-workflow` | Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, impleme... | ml, pipeline | ml, pipeline, mlops, pipelines, data, preparation, through, model, training, validation, deployment, creating | -| `moodle-external-api-development` | Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom p... | moodle, external, api | moodle, external, api, development, custom, web, apis, lms, implementing, course, user, tracking | -| `multi-cloud-architecture` | Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud system... | multi, cloud, architecture | multi, cloud, architecture, architectures, decision, framework, select, integrate, aws, azure, gcp, building | +| `ml-pipeline-workflow` | Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment. | ml, pipeline | ml, pipeline, complete, mlops, orchestration, data, preparation, through, model, deployment | +| `moodle-external-api-development` | This skill guides you through creating custom external web service APIs for Moodle LMS, following Moodle's external API framework and coding standards. | moodle, external, api | moodle, external, api, development, skill, guides, through, creating, custom, web, apis, lms | +| `multi-cloud-architecture` | Decision framework and patterns for architecting applications across AWS, Azure, and GCP. | multi, cloud, architecture | multi, cloud, architecture, decision, framework, architecting, applications, aws, azure, gcp | | `native-data-fetching` | Use when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React Query, SWR, error handling, caching, offline supp... | native, data, fetching | native, data, fetching, implementing, debugging, any, network, request, api, call, covers, fetch | -| `network-101` | This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB shares", "test n... | network, 101 | network, 101, skill, should, used, user, asks, set, up, web, server, configure | -| `networkx` | Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, an... | networkx | networkx, toolkit, creating, analyzing, visualizing, complex, networks, graphs, python, working, network, graph | | `observability-monitoring-monitor-setup` | You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing... | observability, monitoring, monitor, setup | observability, monitoring, monitor, setup, specializing, implementing, solutions, set, up, metrics, collection, distributed | -| `observability-monitoring-slo-implement` | You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, d... | observability, monitoring, slo, implement | observability, monitoring, slo, implement, level, objective, specializing, implementing, reliability, standards, error, budget | +| `observability-monitoring-slo-implement` | You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices. Design compr... | observability, monitoring, slo, implement | observability, monitoring, slo, implement, level, objective, specializing, implementing, reliability, standards, error, budget | | `odoo-automated-tests` | Write and run Odoo automated tests using TransactionCase, HttpCase, and browser tour tests. Covers test data setup, mocking, and CI integration. | odoo, automated, tests | odoo, automated, tests, write, run, transactioncase, httpcase, browser, tour, covers, test, data | | `odoo-backup-strategy` | Complete Odoo backup and restore strategy: database dumps, filestore backup, automated scheduling, cloud storage upload, and tested restore procedures. | odoo, backup | odoo, backup, complete, restore, database, dumps, filestore, automated, scheduling, cloud, storage, upload | | `odoo-docker-deployment` | Production-ready Docker and docker-compose setup for Odoo with PostgreSQL, persistent volumes, environment-based configuration, and Nginx reverse proxy. | odoo, docker, deployment | odoo, docker, deployment, compose, setup, postgresql, persistent, volumes, environment, configuration, nginx, reverse | @@ -1002,53 +999,48 @@ Total skills: 1273 | `performance-testing-review-ai-review` | You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Levera... | performance, ai | performance, ai, testing, review, powered, code, combining, automated, static, analysis, intelligent, recognition | | `pipedrive-automation` | Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search... | pipedrive | pipedrive, automation, automate, crm, operations, including, deals, contacts, organizations, activities, notes, pipeline | | `progressive-web-app` | Build Progressive Web Apps (PWAs) with offline support, installability, and caching strategies. Trigger whenever the user mentions PWA, service workers, web ... | pwa, web-dev, service-worker, frontend, offline, caching | pwa, web-dev, service-worker, frontend, offline, caching, progressive, web, app, apps, pwas, installability | -| `project-development` | This skill should be used when the user asks to "start an LLM project", "design batch pipeline", "evaluate task-model fit", "structure agent project", or men... | | development, skill, should, used, user, asks, start, llm, batch, pipeline, evaluate, task | -| `prometheus-configuration` | Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, ... | prometheus, configuration | prometheus, configuration, set, up, metric, collection, storage, monitoring, infrastructure, applications, implementing, metrics | -| `protocol-reverse-engineering` | Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network tra... | protocol, reverse, engineering | protocol, reverse, engineering, network, including, packet, analysis, dissection, custom, documentation, analyzing, traffic | +| `prometheus-configuration` | Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules. | prometheus, configuration | prometheus, configuration, complete, setup, metric, collection, scrape, recording, rules | | `pubmed-database` | Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopyth... | pubmed, database | pubmed, database, direct, rest, api, access, boolean, mesh, queries, utilities, batch, processing | -| `scanpy` | Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, an... | scanpy | scanpy, standard, single, cell, rna, seq, analysis, pipeline, qc, normalization, dimensionality, reduction | +| `salesforce-development` | Use @wire decorator for reactive data binding with Lightning Data Service or Apex methods. @wire fits LWC's reactive architecture and enables Salesforce perf... | salesforce | salesforce, development, wire, decorator, reactive, data, binding, lightning, apex, methods, fits, lwc | | `server-management` | Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands. | server | server, principles, decision, making, process, monitoring, scaling, decisions, teaches, thinking, commands | -| `service-mesh-observability` | Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debu... | service, mesh, observability | service, mesh, observability, meshes, including, distributed, tracing, metrics, visualization, setting, up, monitoring | +| `service-mesh-observability` | Complete guide to observability patterns for Istio, Linkerd, and service mesh deployments. | service, mesh, observability | service, mesh, observability, complete, istio, linkerd, deployments | | `skill-installer` | Instala, valida, registra e verifica novas skills no ecossistema. 10 checks de seguranca, copia, registro no orchestrator e verificacao pos-instalacao. | skill-management, deployment, validation, installation | skill-management, deployment, validation, installation, skill, installer, instala, valida, registra, verifica, novas, skills | -| `slo-implementation` | Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability t... | slo | slo, define, level, indicators, slis, objectives, slos, error, budgets, alerting, establishing, reliability | +| `slo-implementation` | Framework for defining and implementing Service Level Indicators (SLIs), Service Level Objectives (SLOs), and error budgets. | slo | slo, framework, defining, implementing, level, indicators, slis, objectives, slos, error, budgets | | `sql-pro` | Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid... | sql | sql, pro, cloud, native, databases, oltp, olap, optimization, query, techniques, performance, tuning | | `temporal-python-pro` | Master Temporal workflow orchestration with Python SDK. Implements durable workflows, saga patterns, and distributed transactions. Covers async/await, testin... | temporal, python | temporal, python, pro, orchestration, sdk, implements, durable, saga, distributed, transactions, covers, async | | `terraform-aws-modules` | Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure. | terraform, aws, modules | terraform, aws, modules, module, creation, reusable, state, hcl, building, reviewing, infrastructure | | `terraform-infrastructure` | Terraform infrastructure as code workflow for provisioning cloud resources, creating reusable modules, and managing infrastructure at scale. | terraform, infrastructure | terraform, infrastructure, code, provisioning, cloud, resources, creating, reusable, modules, managing, scale | -| `terraform-module-library` | Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure mod... | terraform, module, library | terraform, module, library, reusable, modules, aws, azure, gcp, infrastructure, following, code, creating | +| `terraform-module-library` | Production-ready Terraform module patterns for AWS, Azure, and GCP infrastructure. | terraform, module, library | terraform, module, library, aws, azure, gcp, infrastructure | | `terraform-skill` | Terraform infrastructure as code best practices | terraform, skill | terraform, skill, infrastructure, code | | `terraform-specialist` | Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns. | terraform | terraform, opentofu, mastering, iac, automation, state, enterprise, infrastructure | | `test-automator` | Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with a... | automator | automator, test, ai, powered, automation, frameworks, self, healing, tests, quality, engineering, scalable | | `unity-developer` | Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform de... | unity | unity, developer, games, optimized, scripts, efficient, rendering, proper, asset, masters, lts, urp | | `vercel-deployment` | Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production. | vercel, deployment | vercel, deployment, knowledge, deploying, next, js, deploy, hosting | | `whatsapp-cloud-api` | Integracao com WhatsApp Business Cloud API (Meta). Mensagens, templates, webhooks HMAC-SHA256, automacao de atendimento. Boilerplates Node.js e Python. | messaging, whatsapp, meta, webhooks | messaging, whatsapp, meta, webhooks, cloud, api, integracao, com, business, mensagens, hmac, sha256 | -| `wireshark-analysis` | This skill should be used when the user asks to "analyze network traffic with Wireshark", "capture packets for troubleshooting", "filter PCAP files", "follow... | wireshark | wireshark, analysis, skill, should, used, user, asks, analyze, network, traffic, capture, packets | -| `workflow-automation` | Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost... | | automation, infrastructure, makes, ai, agents, reliable, without, durable, execution, network, hiccup, during | +| `wiki-researcher` | You are an expert software engineer and systems analyst. Your job is to deeply understand codebases, tracing actual code paths and grounding every claim in e... | wiki, researcher | wiki, researcher, software, engineer, analyst, job, deeply, understand, codebases, tracing, actual, code | | `x-twitter-scraper` | X (Twitter) data platform skill — tweet search, user lookup, follower extraction, engagement metrics, giveaway draws, monitoring, webhooks, 19 extraction too... | [twitter, x-api, scraping, mcp, social-media, data-extraction, giveaway, monitoring, webhooks] | [twitter, x-api, scraping, mcp, social-media, data-extraction, giveaway, monitoring, webhooks], twitter, scraper, data | -## security (151) +## security (159) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | | `007` | Security audit, hardening, threat modeling (STRIDE/PASTA), Red/Blue Team, OWASP checks, code review, incident response, and infrastructure security for any p... | security, audit, owasp, threat-modeling, hardening, pentest | security, audit, owasp, threat-modeling, hardening, pentest, 007, threat, modeling, stride, pasta, red | | `accessibility-compliance-accessibility-audit` | You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers,... | accessibility, compliance, audit | accessibility, compliance, audit, specializing, wcag, inclusive, assistive, technology, compatibility, conduct, audits, identify | -| `active-directory-attacks` | This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound enumeration"... | active, directory, attacks | active, directory, attacks, skill, should, used, user, asks, attack, exploit, ad, kerberoasting | -| `agent-memory-systems` | Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-te... | agent, memory | agent, memory, cornerstone, intelligent, agents, without, every, interaction, starts, zero, skill, covers | | `agentic-actions-auditor` | Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI... | agentic, actions, auditor | agentic, actions, auditor, audits, github, security, vulnerabilities, ai, agent, integrations, including, claude | | `ai-engineering-toolkit` | 6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-... | prompt-engineering, rag, security, evaluation, ai-engineering, llm | prompt-engineering, rag, security, evaluation, ai-engineering, llm, ai, engineering, toolkit, prompt, dimension, scoring | | `ai-md` | Convert human-written CLAUDE.md into AI-native structured-label format. Battle-tested across 4 models. Same rules, fewer tokens, higher compliance. | ai, md | ai, md, convert, human, written, claude, native, structured, label, format, battle, tested | +| `anti-reversing-techniques` | AUTHORIZED USE ONLY: This skill contains dual-use security techniques. Before proceeding with any bypass or analysis: > 1. | anti, reversing, techniques | anti, reversing, techniques, authorized, skill, contains, dual, security, before, proceeding, any, bypass | | `antigravity-workflows` | Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA. | antigravity | antigravity, orchestrate, multiple, skills, through, guided, saas, mvp, delivery, security, audits, ai | | `api-endpoint-builder` | Builds production-ready REST API endpoints with validation, error handling, authentication, and documentation. Follows best practices for security and scalab... | api, endpoint, builder | api, endpoint, builder, rest, endpoints, validation, error, handling, authentication, documentation, follows, security | -| `api-fuzzing-bug-bounty` | This skill should be used when the user asks to "test API security", "fuzz APIs", "find IDOR vulnerabilities", "test REST API", "test GraphQL", "API penetrat... | api, fuzzing, bug, bounty | api, fuzzing, bug, bounty, skill, should, used, user, asks, test, security, fuzz | +| `api-fuzzing-bug-bounty` | Provide comprehensive techniques for testing REST, SOAP, and GraphQL APIs during bug bounty hunting and penetration testing engagements. Covers vulnerability... | api, fuzzing, bug, bounty | api, fuzzing, bug, bounty, provide, techniques, testing, rest, soap, graphql, apis, during | | `api-security-best-practices` | Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities | api, security, best, practices | api, security, best, practices, secure, including, authentication, authorization, input, validation, rate, limiting | | `api-security-testing` | API security testing workflow for REST and GraphQL APIs covering authentication, authorization, rate limiting, input validation, and security best practices. | api, security | api, security, testing, rest, graphql, apis, covering, authentication, authorization, rate, limiting, input | | `astro` | Build content-focused websites with Astro — zero JS by default, islands architecture, multi-framework components, and Markdown/MDX support. | astro, ssg, ssr, islands, content, markdown, mdx, performance | astro, ssg, ssr, islands, content, markdown, mdx, performance, websites, zero, js, default | | `attack-tree-construction` | Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to s... | attack, tree, construction | attack, tree, construction, trees, visualize, threat, paths, mapping, scenarios, identifying, defense, gaps | | `audit-context-building` | Enables ultra-granular, line-by-line code analysis to build deep architectural context before vulnerability or bug finding. | audit, building | audit, building, context, enables, ultra, granular, line, code, analysis, deep, architectural, before | | `audit-skills` | Expert security auditor for AI Skills and Bundles. Performs non-intrusive static analysis to identify malicious patterns, data leaks, system stability risks,... | security, audit, skills, bundles, cross-platform | security, audit, skills, bundles, cross-platform, auditor, ai, performs, non, intrusive, static, analysis | -| `auth-implementation-patterns` | Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use wh... | auth | auth, authentication, authorization, including, jwt, oauth2, session, rbac, secure, scalable, access, control | -| `aws-penetration-testing` | This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalatio... | aws, penetration | aws, penetration, testing, skill, should, used, user, asks, pentest, test, security, enumerate | -| `azure-cosmos-db-py` | Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (Def... | azure, cosmos, db, py | azure, cosmos, db, py, nosql, python, fastapi, following, grade, implementing, database, client | +| `auth-implementation-patterns` | Build secure, scalable authentication and authorization systems using industry-standard patterns and modern best practices. | auth | auth, secure, scalable, authentication, authorization, industry, standard | +| `azure-cosmos-db-py` | Build production-grade Azure Cosmos DB NoSQL services following clean code, security best practices, and TDD principles. | azure, cosmos, db, py | azure, cosmos, db, py, grade, nosql, following, clean, code, security, tdd, principles | | `azure-keyvault-py` | Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage. | azure, keyvault, py | azure, keyvault, py, key, vault, sdk, python, secrets, keys, certificates, secure, storage | | `azure-keyvault-secrets-rust` | Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. Triggers: "keyvault secrets rust", "SecretClient rust"... | azure, keyvault, secrets, rust | azure, keyvault, secrets, rust, key, vault, sdk, storing, retrieving, passwords, api, keys | | `azure-keyvault-secrets-ts` | Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configurati... | azure, keyvault, secrets, ts | azure, keyvault, secrets, ts, key, vault, sdk, javascript, storing, retrieving, application, configuration | @@ -1056,98 +1048,103 @@ Total skills: 1273 | `azure-security-keyvault-keys-java` | Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify ope... | azure, security, keyvault, keys, java | azure, security, keyvault, keys, java, key, vault, sdk, cryptographic, creating, managing, rsa | | `azure-security-keyvault-secrets-java` | Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive... | azure, security, keyvault, secrets, java | azure, security, keyvault, secrets, java, key, vault, sdk, secret, storing, retrieving, managing | | `backend-security-coder` | Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementa... | backend, security, coder | backend, security, coder, secure, coding, specializing, input, validation, authentication, api, proactively, implementations | -| `broken-authentication` | This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential s... | broken, authentication | broken, authentication, skill, should, used, user, asks, test, vulnerabilities, assess, session, security | -| `burp-suite-testing` | This skill should be used when the user asks to "intercept HTTP traffic", "modify web requests", "use Burp Suite for testing", "perform web vulnerability sca... | burp, suite | burp, suite, testing, skill, should, used, user, asks, intercept, http, traffic, modify | +| `broken-authentication` | Identify and exploit authentication and session management vulnerabilities in web applications. Broken authentication consistently ranks in the OWASP Top 10 ... | broken, authentication | broken, authentication, identify, exploit, session, vulnerabilities, web, applications, consistently, ranks, owasp, top | +| `browser-extension-builder` | You extend the browser to give users superpowers. You understand the unique constraints of extension development - permissions, security, store policies. You... | browser, extension, builder | browser, extension, builder, extend, give, users, superpowers, understand, unique, constraints, development, permissions | +| `burp-suite-testing` | Execute comprehensive web application security testing using Burp Suite's integrated toolset, including HTTP traffic interception and modification, request a... | burp, suite | burp, suite, testing, execute, web, application, security, integrated, toolset, including, http, traffic | | `burpsuite-project-parser` | Searches and explores Burp Suite project files (.burp) from the command line. Use when searching response headers or bodies with regex patterns, extracting s... | burpsuite, parser | burpsuite, parser, searches, explores, burp, suite, files, command, line, searching, response, headers | -| `cc-skill-security-review` | Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Pro... | cc, skill, security | cc, skill, security, review, adding, authentication, handling, user, input, working, secrets, creating | +| `cc-skill-security-review` | This skill ensures all code follows security best practices and identifies potential vulnerabilities. | cc, skill, security | cc, skill, security, review, ensures, all, code, follows, identifies, potential, vulnerabilities | +| `cicd-automation-workflow-automate` | You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Desig... | cicd, automate | cicd, automate, automation, specializing, creating, efficient, ci, cd, pipelines, github, actions, automated | | `clerk-auth` | Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentic... | clerk, auth | clerk, auth, middleware, organizations, webhooks, user, sync, adding, authentication, sign, up | -| `cloud-penetration-testing` | This skill should be used when the user asks to "perform cloud penetration testing", "assess Azure or AWS or GCP security", "enumerate cloud resources", "exp... | cloud, penetration | cloud, penetration, testing, skill, should, used, user, asks, perform, assess, azure, aws | +| `cloud-penetration-testing` | Conduct comprehensive security assessments of cloud infrastructure across Microsoft Azure, Amazon Web Services (AWS), and Google Cloud Platform (GCP). | cloud, penetration | cloud, penetration, testing, conduct, security, assessments, infrastructure, microsoft, azure, amazon, web, aws | | `code-review-checklist` | Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability | code, checklist | code, checklist, review, conducting, thorough, reviews, covering, functionality, security, performance, maintainability | | `codebase-audit-pre-push` | Deep audit before GitHub push: removes junk files, dead code, security holes, and optimization issues. Checks every file line-by-line for production readiness. | codebase, audit, pre, push | codebase, audit, pre, push, deep, before, github, removes, junk, files, dead, code | | `codebase-cleanup-deps-audit` | You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for ... | codebase, cleanup, deps, audit | codebase, cleanup, deps, audit, dependency, security, specializing, vulnerability, scanning, license, compliance, supply | | `comfyui-gateway` | REST API gateway for ComfyUI servers. Workflow management, job queuing, webhooks, caching, auth, rate limiting, and image delivery (URL + base64). | comfyui, api-gateway, image-generation, typescript | comfyui, api-gateway, image-generation, typescript, gateway, rest, api, servers, job, queuing, webhooks, caching | | `comprehensive-review-pr-enhance` | Generate structured PR descriptions from diffs, add review checklists, risk assessments, and test coverage summaries. Use when the user says "write a PR desc... | comprehensive, pr, enhance | comprehensive, pr, enhance, review, generate, structured, descriptions, diffs, add, checklists, risk, assessments | -| `constant-time-analysis` | Detects timing side-channel vulnerabilities in cryptographic code. Use when implementing or reviewing crypto code, encountering division on secrets, secret-d... | constant, time | constant, time, analysis, detects, timing, side, channel, vulnerabilities, cryptographic, code, implementing, reviewing | | `context-guardian` | Guardiao de contexto que preserva dados criticos antes da compactacao automatica. Snapshots, verificacao de integridade e zero perda de informacao. | context, data-integrity, snapshots, verification | context, data-integrity, snapshots, verification, guardian, guardiao, de, contexto, que, preserva, dados, criticos | | `convex` | Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment. | convex | convex, reactive, backend, schema, typescript, functions, real, time, subscriptions, auth, file, storage | -| `cred-omega` | CISO operacional enterprise para gestao total de credenciais e segredos. Descobre, classifica, protege e governa TODAS as API keys, tokens, secrets, service ... | credentials, secrets, security, api-keys, vault | credentials, secrets, security, api-keys, vault, cred, omega, ciso, operacional, enterprise, para, gestao | -| `crypto-bd-agent` | Autonomous crypto business development patterns — multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain... | crypto, bd, agent | crypto, bd, agent, autonomous, business, development, multi, chain, token, discovery, 100, point | +| `cred-omega` | CISO operacional enterprise para gestao total de credenciais e segredos. | credentials, secrets, security, api-keys, vault | credentials, secrets, security, api-keys, vault, cred, omega, ciso, operacional, enterprise, para, gestao | | `customs-trade-compliance` | Codified expertise for customs documentation, tariff classification, duty optimisation, restricted party screening, and regulatory compliance across multiple... | customs, trade, compliance | customs, trade, compliance, codified, expertise, documentation, tariff, classification, duty, optimisation, restricted, party | -| `database-migration` | Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databas... | database, migration | database, migration, execute, migrations, orms, platforms, zero, downtime, data, transformation, rollback, procedures | +| `database-migration` | Master database schema and data migrations across ORMs (Sequelize, TypeORM, Prisma), including rollback strategies and zero-downtime deployments. | database, migration | database, migration, schema, data, migrations, orms, sequelize, typeorm, prisma, including, rollback, zero | | `database-migrations-sql-migrations` | SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans. | database, migrations, sql | database, migrations, sql, zero, downtime, postgresql, mysql, server, data, integrity, rollback, plans | | `dependency-management-deps-audit` | You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for ... | dependency, deps, audit | dependency, deps, audit, security, specializing, vulnerability, scanning, license, compliance, supply, chain, analyze | -| `deployment-pipeline-design` | Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up... | deployment, pipeline | deployment, pipeline, multi, stage, ci, cd, pipelines, approval, gates, security, checks, orchestration | | `devops-troubleshooter` | Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. | devops, troubleshooter | devops, troubleshooter, specializing, rapid, incident, response, debugging, observability | -| `differential-review` | Performs security-focused differential review of code changes (PRs, commits, diffs). Adapts analysis depth to codebase size, uses git history for context, ca... | differential | differential, review, performs, security, code, changes, prs, commits, diffs, adapts, analysis, depth | -| `docker-expert` | Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and productio... | docker | docker, containerization, deep, knowledge, multi, stage, image, optimization, container, security, compose, orchestration | +| `differential-review` | Security-focused code review for PRs, commits, and diffs. | differential | differential, review, security, code, prs, commits, diffs | +| `docker-expert` | You are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage builds,... | docker | docker, containerization, practical, knowledge, container, optimization, security, hardening, multi, stage, orchestration, deployment | | `dotnet-backend` | Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns. | dotnet, backend | dotnet, backend, asp, net, core, ef, auth, background, jobs, api | -| `ethical-hacking-methodology` | This skill should be used when the user asks to "learn ethical hacking", "understand penetration testing lifecycle", "perform reconnaissance", "conduct secur... | ethical, hacking, methodology | ethical, hacking, methodology, skill, should, used, user, asks, learn, understand, penetration, testing | +| `ethical-hacking-methodology` | Master the complete penetration testing lifecycle from reconnaissance through reporting. This skill covers the five stages of ethical hacking methodology, es... | ethical, hacking, methodology | ethical, hacking, methodology, complete, penetration, testing, lifecycle, reconnaissance, through, reporting, skill, covers | | `fda-food-safety-auditor` | Expert AI auditor for FDA Food Safety (FSMA), HACCP, and PCQI compliance. Reviews food facility records and preventive controls. | fda, food, safety, auditor | fda, food, safety, auditor, ai, fsma, haccp, pcqi, compliance, reviews, facility, records | | `fda-medtech-compliance-auditor` | Expert AI auditor for Medical Device (SaMD) compliance, IEC 62304, and 21 CFR Part 820. Reviews DHFs, technical files, and software validation. | fda, medtech, compliance, auditor | fda, medtech, compliance, auditor, ai, medical, device, samd, iec, 62304, 21, cfr | +| `file-uploads` | Careful about security and performance. Never trusts file extensions. Knows that large uploads need special handling. Prefers presigned URLs over server prox... | file, uploads | file, uploads, careful, about, security, performance, never, trusts, extensions, knows, large, special | | `find-bugs` | Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit ... | find, bugs | find, bugs, security, vulnerabilities, code, quality, issues, local, branch, changes, asked, review | -| `firebase` | Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules a... | firebase | firebase, gives, complete, backend, minutes, auth, database, storage, functions, hosting, ease, setup | +| `firebase` | You're a developer who has shipped dozens of Firebase projects. You've seen the "easy" path lead to security breaches, runaway costs, and impossible migratio... | firebase | firebase, re, developer, who, shipped, dozens, ve, seen, easy, path, lead, security | | `firmware-analyst` | Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering. | firmware, analyst | firmware, analyst, specializing, embedded, iot, security, hardware, reverse, engineering | | `fixing-accessibility` | Audit and fix HTML accessibility issues including ARIA labels, keyboard navigation, focus management, color contrast, and form errors. Use when adding intera... | fixing, accessibility | fixing, accessibility, audit, fix, html, issues, including, aria, labels, keyboard, navigation, color | | `framework-migration-deps-upgrade` | You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal r... | framework, migration, deps, upgrade | framework, migration, deps, upgrade, dependency, specializing, safe, incremental, upgrades, dependencies, plan, execute | | `frontend-mobile-security-xss-scan` | You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanill... | frontend, mobile, security, xss, scan | frontend, mobile, security, xss, scan, focusing, cross, site, scripting, vulnerability, detection, prevention | | `frontend-security-coder` | Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns. | frontend, security, coder | frontend, security, coder, secure, coding, specializing, xss, prevention, output, sanitization, client, side | -| `gdpr-data-handling` | Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU persona... | gdpr, data, handling | gdpr, data, handling, compliant, consent, subject, rights, privacy, building, process, eu, personal | -| `gha-security-review` | GitHub Actions security review for workflow exploitation vulnerabilities. Use when asked to "review GitHub Actions", "audit workflows", "check CI security", ... | gha, security | gha, security, review, github, actions, exploitation, vulnerabilities, asked, audit, check, ci, pwn | +| `gdpr-data-handling` | Practical implementation guide for GDPR-compliant data processing, consent management, and privacy controls. | gdpr, data, handling | gdpr, data, handling, practical, compliant, processing, consent, privacy, controls | +| `gha-security-review` | Find exploitable vulnerabilities in GitHub Actions workflows. Every finding MUST include a concrete exploitation scenario — if you can't build the attack, do... | gha, security | gha, security, review, find, exploitable, vulnerabilities, github, actions, every, finding, must, include | | `graphql-architect` | Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real... | graphql | graphql, architect, federation, performance, optimization, enterprise, security, scalable, schemas, caching, real, time | | `grpc-golang` | Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure ser... | grpc, golang | grpc, golang, go, mtls, streaming, observability, designing, protobuf, contracts, buf, implementing, secure | +| `html-injection-testing` | Identify and exploit HTML injection vulnerabilities that allow attackers to inject malicious HTML content into web applications. This vulnerability enables a... | html, injection | html, injection, testing, identify, exploit, vulnerabilities, allow, attackers, inject, malicious, content, web | | `incident-responder` | Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management. | incident, responder | incident, responder, sre, specializing, rapid, problem, resolution, observability | | `incident-response-incident-response` | Use when working with incident response incident response | incident, response | incident, response, working | | `incident-response-smart-fix` | [Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability p... | incident, response, fix | incident, response, fix, smart, extended, thinking, implements, sophisticated, debugging, resolution, pipeline, leverages | -| `incident-runbook-templates` | Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use when building runbooks, responding to ... | incident, runbook | incident, runbook, structured, response, runbooks, step, procedures, escalation, paths, recovery, actions, building | -| `k8s-manifest-generator` | Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when gen... | k8s, manifest, generator | k8s, manifest, generator, kubernetes, manifests, deployments, configmaps, secrets, following, security, standards, generating | -| `k8s-security-policies` | Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clust... | k8s, security, policies | k8s, security, policies, kubernetes, including, networkpolicy, podsecuritypolicy, rbac, grade, securing, clusters, implementing | +| `incident-runbook-templates` | Production-ready templates for incident response runbooks covering detection, triage, mitigation, resolution, and communication. | incident, runbook | incident, runbook, response, runbooks, covering, detection, triage, mitigation, resolution, communication | +| `k8s-manifest-generator` | Step-by-step guidance for creating production-ready Kubernetes manifests including Deployments, Services, ConfigMaps, Secrets, and PersistentVolumeClaims. | k8s, manifest, generator | k8s, manifest, generator, step, guidance, creating, kubernetes, manifests, including, deployments, configmaps, secrets | +| `k8s-security-policies` | Comprehensive guide for implementing NetworkPolicy, PodSecurityPolicy, RBAC, and Pod Security Standards in Kubernetes. | k8s, security, policies | k8s, security, policies, implementing, networkpolicy, podsecuritypolicy, rbac, pod, standards, kubernetes | | `laravel-expert` | Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and m... | laravel | laravel, senior, engineer, role, grade, maintainable, idiomatic, solutions, clean, architecture, security, performance | | `laravel-security-audit` | Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel sec... | laravel, security, audit | laravel, security, audit, auditor, applications, analyzes, code, vulnerabilities, misconfigurations, insecure, owasp, standards | | `legal-advisor` | Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements. | legal, advisor | legal, advisor, draft, privacy, policies, terms, disclaimers, notices, creates, gdpr, compliant, texts | | `leiloeiro-edital` | Analise e auditoria de editais de leilao judicial e extrajudicial. Riscos ocultos, clausulas perigosas, debitos, ocupante e classificacao da oportunidade. | auction, legal-analysis, risk, brazilian | auction, legal-analysis, risk, brazilian, leiloeiro, edital, analise, auditoria, de, editais, leilao, judicial | | `lex` | Centralized 'Truth Engine' for cross-jurisdictional legal context (US, EU, CA) and contract scaffolding. | legal, context, cross-jurisdictional, compliance, scaffolding | legal, context, cross-jurisdictional, compliance, scaffolding, lex, centralized, truth, engine, cross, jurisdictional, us | | `lightning-architecture-review` | Review Bitcoin Lightning Network protocol designs, compare channel factory approaches, and analyze Layer 2 scaling tradeoffs. Covers trust models, on-chain f... | lightning, architecture | lightning, architecture, review, bitcoin, network, protocol, designs, compare, channel, factory, approaches, analyze | -| `linkerd-patterns` | Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies... | linkerd | linkerd, mesh, lightweight, security, deployments, setting, up, configuring, traffic, policies, implementing, zero | +| `linkerd-patterns` | Production patterns for Linkerd service mesh - the lightweight, security-first service mesh for Kubernetes. | linkerd | linkerd, mesh, lightweight, security, first, kubernetes | +| `linux-privilege-escalation` | Execute systematic privilege escalation assessments on Linux systems to identify and exploit misconfigurations, vulnerable services, and security weaknesses ... | linux, privilege, escalation | linux, privilege, escalation, execute, systematic, assessments, identify, exploit, misconfigurations, vulnerable, security, weaknesses | +| `linux-shell-scripting` | Provide production-ready shell script templates for common Linux system administration tasks including backups, monitoring, user management, log analysis, an... | linux, shell, scripting | linux, shell, scripting, provide, script, common, administration, tasks, including, backups, monitoring, user | | `local-llm-expert` | Master local LLM inference, model selection, VRAM optimization, and local deployment using Ollama, llama.cpp, vLLM, and LM Studio. Expert in quantization for... | local, llm | local, llm, inference, model, selection, vram, optimization, deployment, ollama, llama, cpp, vllm | -| `loki-mode` | Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security... | loki, mode | loki, mode, multi, agent, autonomous, startup, claude, code, triggers, orchestrates, 100, specialized | +| `loki-mode` | Version 2.35.0 \| PRD to Production \| Zero Human Intervention > Research-enhanced: OpenAI SDK, DeepMind, Anthropic, AWS Bedrock, Agent SDK, HN Production (2025) | loki, mode | loki, mode, version, 35, prd, zero, human, intervention, research, enhanced, openai, sdk | | `m365-agents-dotnet` | Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-base... | m365, agents, dotnet | m365, agents, dotnet, microsoft, 365, sdk, net, multichannel, teams, copilot, studio, asp | | `m365-agents-py` | Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming respon... | m365, agents, py | m365, agents, py, microsoft, 365, sdk, python, multichannel, teams, copilot, studio, aiohttp | | `malware-analyst` | Expert malware analyst specializing in defensive malware research, threat intelligence, and incident response. Masters sandbox analysis, behavioral analysis,... | malware, analyst | malware, analyst, specializing, defensive, research, threat, intelligence, incident, response, masters, sandbox, analysis | -| `memory-forensics` | Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analy... | memory, forensics | memory, forensics, techniques, including, acquisition, process, analysis, artifact, extraction, volatility, related, analyzing | +| `memory-forensics` | Comprehensive techniques for acquiring, analyzing, and extracting artifacts from memory dumps for incident response and malware analysis. | memory, forensics | memory, forensics, techniques, acquiring, analyzing, extracting, artifacts, dumps, incident, response, malware, analysis | +| `metasploit-framework` | ⚠️ AUTHORIZED USE ONLY > This skill is for educational purposes or authorized security assessments only. > You must have explicit, written permission from th... | metasploit, framework | metasploit, framework, authorized, skill, educational, purposes, security, assessments, must, explicit, written, permission | | `mobile-security-coder` | Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns. | mobile, security, coder | mobile, security, coder, secure, coding, specializing, input, validation, webview, specific | | `mtls-configuration` | Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing... | mtls, configuration | mtls, configuration, configure, mutual, tls, zero, trust, communication, implementing, networking, certificate, securing | -| `nestjs-expert` | Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mo... | nestjs | nestjs, nest, js, framework, specializing, module, architecture, dependency, injection, middleware, guards, interceptors | +| `network-101` | Configure and test common network services (HTTP, HTTPS, SNMP, SMB) for penetration testing lab environments. Enable hands-on practice with service enumerati... | network, 101 | network, 101, configure, test, common, http, https, snmp, smb, penetration, testing, lab | | `network-engineer` | Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization. | network | network, engineer, specializing, cloud, networking, security, architectures, performance, optimization | | `nextjs-supabase-auth` | Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected ... | nextjs, supabase, auth | nextjs, supabase, auth, integration, next, js, app, router, authentication, login, middleware, protected | | `nodejs-best-practices` | Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying. | nodejs, best, practices | nodejs, best, practices, node, js, development, principles, decision, making, framework, selection, async | -| `notebooklm` | Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automati... | notebooklm | notebooklm, skill, query, google, notebooks, directly, claude, code, source, grounded, citation, backed | | `observability-engineer` | Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response... | observability | observability, engineer, monitoring, logging, tracing, implements, sli, slo, incident, response | | `odoo-l10n-compliance` | Country-specific Odoo localization: tax configuration, e-invoicing (CFDI, FatturaPA, SAF-T), fiscal reporting, and country chart of accounts setup. | odoo, l10n, compliance | odoo, l10n, compliance, country, specific, localization, tax, configuration, invoicing, cfdi, fatturapa, saf | | `odoo-security-rules` | Expert in Odoo access control: ir.model.access.csv, record rules (ir.rule), groups, and multi-company security patterns. | odoo, security, rules | odoo, security, rules, access, control, ir, model, csv, record, rule, groups, multi | +| `on-call-handoff-patterns` | Effective patterns for on-call shift transitions, ensuring continuity, context transfer, and reliable incident response across shifts. | on, call, handoff | on, call, handoff, effective, shift, transitions, ensuring, continuity, context, transfer, reliable, incident | | `openapi-spec-generation` | Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs... | openapi, spec, generation | openapi, spec, generation, generate, maintain, specifications, code, first, specs, validation, creating, api | | `openclaw-github-repo-commander` | 7-stage super workflow for GitHub repo audit, cleanup, PR review, and competitor analysis | github, git, repository, audit, cleanup, workflow, devtools, automation, code-review, security | github, git, repository, audit, cleanup, workflow, devtools, automation, code-review, security, openclaw, repo | | `payment-integration` | Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing paym... | payment, integration | payment, integration, integrate, stripe, paypal, processors, checkout, flows, subscriptions, webhooks, pci, compliance | -| `pci-compliance` | Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI c... | pci, compliance | pci, compliance, dss, requirements, secure, handling, payment, card, data, securing, processing, achieving | -| `pentest-checklist` | This skill should be used when the user asks to "plan a penetration test", "create a security assessment checklist", "prepare for penetration testing", "defi... | pentest, checklist | pentest, checklist, skill, should, used, user, asks, plan, penetration, test, security, assessment | -| `plaid-fintech` | Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handlin... | plaid, fintech | plaid, fintech, api, integration, including, link, token, flows, transactions, sync, identity, verification | +| `pci-compliance` | Master PCI DSS (Payment Card Industry Data Security Standard) compliance for secure payment processing and handling of cardholder data. | pci, compliance | pci, compliance, dss, payment, card, industry, data, security, standard, secure, processing, handling | +| `pentest-commands` | Provide a comprehensive command reference for penetration testing tools including network scanning, exploitation, password cracking, and web application test... | pentest, commands | pentest, commands, provide, command, reference, penetration, testing, including, network, scanning, exploitation, password | | `popup-cro` | Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust. | popup, cro | popup, cro, optimize, popups, modals, overlays, slide, ins, banners, increase, conversions, without | -| `postmortem-writing` | Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documen... | postmortem, writing | postmortem, writing, write, effective, blameless, postmortems, root, cause, analysis, timelines, action, items | +| `postmortem-writing` | Comprehensive guide to writing effective, blameless postmortems that drive organizational learning and prevent incident recurrence. | postmortem, writing | postmortem, writing, effective, blameless, postmortems, drive, organizational, learning, prevent, incident, recurrence | | `privacy-by-design` | Use when building apps that collect user data. Ensures privacy protections are built in from the start—data minimization, consent, encryption. | privacy, by | privacy, by, building, apps, collect, user, data, ensures, protections, built, start, minimization | | `product-manager` | Senior PM agent with 6 knowledge domains, 30+ frameworks, 12 templates, and 32 SaaS metrics with formulas. Pure Markdown, zero scripts. | product-management, saas, frameworks, metrics, strategy | product-management, saas, frameworks, metrics, strategy, product, manager, senior, pm, agent, knowledge, domains | +| `protocol-reverse-engineering` | Comprehensive techniques for capturing, analyzing, and documenting network protocols for security research, interoperability, and debugging. | protocol, reverse, engineering | protocol, reverse, engineering, techniques, capturing, analyzing, documenting, network, protocols, security, research, interoperability | | `quant-analyst` | Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. | quant, analyst | quant, analyst, financial, models, backtest, trading, analyze, market, data, implements, risk, metrics | | `red-team-tactics` | Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting. | red, team, tactics | red, team, tactics, principles, mitre, att, ck, attack, phases, detection, evasion, reporting | +| `red-team-tools` | Implement proven methodologies and tool workflows from top security researchers for effective reconnaissance, vulnerability discovery, and bug bounty hunting... | red, team | red, team, proven, methodologies, top, security, researchers, effective, reconnaissance, vulnerability, discovery, bug | | `risk-manager` | Monitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses. | risk, manager | risk, manager, monitor, portfolio, multiples, position, limits, creates, hedging, calculates, expectancy, implements | | `risk-metrics-calculation` | Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or... | risk, metrics, calculation | risk, metrics, calculation, calculate, portfolio, including, var, cvar, sharpe, sortino, drawdown, analysis | | `saas-mvp-launcher` | Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist. | saas, mvp, launcher | saas, mvp, launcher, planning, building, scratch, provides, structured, roadmap, covering, tech, stack | -| `sast-configuration` | Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, ... | sast, configuration | sast, configuration, configure, static, application, security, testing, automated, vulnerability, detection, code, setting | -| `scanning-tools` | This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan wi... | scanning | scanning, skill, should, used, user, asks, perform, vulnerability, scan, networks, open, ports | -| `secrets-management` | Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentia... | secrets | secrets, secure, ci, cd, pipelines, vault, aws, manager, native, platform, solutions, handling | +| `sast-configuration` | Static Application Security Testing (SAST) tool setup, configuration, and custom rule creation for comprehensive security scanning across multiple programmin... | sast, configuration | sast, configuration, static, application, security, testing, setup, custom, rule, creation, scanning, multiple | +| `scanning-tools` | Master essential security scanning tools for network discovery, vulnerability assessment, web application testing, wireless security, and compliance validati... | scanning | scanning, essential, security, network, discovery, vulnerability, assessment, web, application, testing, wireless, compliance | +| `secrets-management` | Secure secrets management practices for CI/CD pipelines using Vault, AWS Secrets Manager, and other tools. | secrets | secrets, secure, ci, cd, pipelines, vault, aws, manager, other | | `security-audit` | Comprehensive security auditing workflow covering web application testing, API security, penetration testing, vulnerability scanning, and security hardening. | security, audit | security, audit, auditing, covering, web, application, testing, api, penetration, vulnerability, scanning, hardening | | `security-auditor` | Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks. | security, auditor | security, auditor, specializing, devsecops, cybersecurity, compliance, frameworks | -| `security-bluebook-builder` | Create or refine a concise, normative security policy ("Blue Book") for sensitive applications. Use when users need a threat model, data classification rules... | security, bluebook, builder | security, bluebook, builder, refine, concise, normative, policy, blue, book, sensitive, applications, users | +| `security-bluebook-builder` | Build a minimal but real security policy for sensitive apps. The output is a single, coherent Blue Book document using MUST/SHOULD/CAN language, with explici... | security, bluebook, builder | security, bluebook, builder, minimal, real, policy, sensitive, apps, output, single, coherent, blue | | `security-compliance-compliance-check` | You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. ... | security, compliance, check | security, compliance, check, specializing, regulatory, requirements, software, including, gdpr, hipaa, soc2, pci | | `security-requirement-extraction` | Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stori... | security, requirement, extraction | security, requirement, extraction, derive, requirements, threat, models, business, context, translating, threats, actionable | -| `security-scanning-security-dependencies` | You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across eco... | security, scanning, dependencies | security, scanning, dependencies, specializing, dependency, vulnerability, analysis, sbom, generation, supply, chain, scan | +| `security-scanning-security-dependencies` | You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across mul... | security, scanning, dependencies | security, scanning, dependencies, specializing, dependency, vulnerability, analysis, sbom, generation, supply, chain, scan | | `security-scanning-security-hardening` | Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls. | security, scanning, hardening | security, scanning, hardening, coordinate, multi, layer, application, infrastructure, compliance, controls | | `security-scanning-security-sast` | Static Application Security Testing (SAST) for code vulnerability analysis across multiple languages and frameworks | security, scanning, sast | security, scanning, sast, static, application, testing, code, vulnerability, analysis, multiple, languages, frameworks | | `security/aws-compliance-checker` | Automated compliance checking against CIS, PCI-DSS, HIPAA, and SOC 2 benchmarks | [aws, compliance, audit, cis, pci-dss, hipaa, kiro-cli] | [aws, compliance, audit, cis, pci-dss, hipaa, kiro-cli], aws, checker, automated, checking, against | @@ -1158,31 +1155,36 @@ Total skills: 1273 | `seo-authority-builder` | Analyzes content for E-E-A-T signals and suggests improvements to build authority and trust. Identifies missing credibility elements. Use PROACTIVELY for YMY... | seo, authority, builder | seo, authority, builder, analyzes, content, signals, suggests, improvements, trust, identifies, missing, credibility | | `seo-forensic-incident-response` | Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan. | seo, forensic, incident, response | seo, forensic, incident, response, investigate, sudden, drops, organic, traffic, rankings, run, structured | | `service-mesh-expert` | Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observabil... | service, mesh | service, mesh, architect, specializing, istio, linkerd, cloud, native, networking, masters, traffic, security | -| `skill-scanner` | Scan agent skills for security issues. Use when asked to "scan a skill", "audit a skill", "review skill security", "check skill for injection", "validate SKI... | skill, scanner | skill, scanner, scan, agent, skills, security, issues, asked, audit, review, check, injection | -| `solidity-security` | Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, aud... | solidity, security | solidity, security, smart, contract, prevent, common, vulnerabilities, secure, writing, contracts, auditing, existing | +| `skill-creator` | To create new CLI skills following Anthropic's official best practices with zero manual configuration. This skill automates brainstorming, template applicati... | [automation, scaffolding, skill-creation, meta-skill] | [automation, scaffolding, skill-creation, meta-skill], skill, creator, new, cli, skills, following, anthropic, official | +| `skill-scanner` | Scan agent skills for security issues before adoption. Detects prompt injection, malicious code, excessive permissions, secret exposure, and supply chain risks. | skill, scanner | skill, scanner, scan, agent, skills, security, issues, before, adoption, detects, prompt, injection | +| `smtp-penetration-testing` | Conduct comprehensive security assessments of SMTP (Simple Mail Transfer Protocol) servers to identify vulnerabilities including open relays, user enumeratio... | smtp, penetration | smtp, penetration, testing, conduct, security, assessments, simple, mail, transfer, protocol, servers, identify | +| `solidity-security` | Master smart contract security best practices, vulnerability prevention, and secure Solidity development patterns. | solidity, security | solidity, security, smart, contract, vulnerability, prevention, secure, development | | `spec-to-code-compliance` | Verifies code implements exactly what documentation specifies for blockchain audits. Use when comparing code against whitepapers, finding gaps between specs ... | spec, to, code, compliance | spec, to, code, compliance, verifies, implements, exactly, what, documentation, specifies, blockchain, audits | +| `sql-injection-testing` | Execute comprehensive SQL injection vulnerability assessments on web applications to identify database security flaws, demonstrate exploitation techniques, a... | sql, injection | sql, injection, testing, execute, vulnerability, assessments, web, applications, identify, database, security, flaws | +| `ssh-penetration-testing` | Conduct comprehensive SSH security assessments including enumeration, credential attacks, vulnerability exploitation, tunneling techniques, and post-exploita... | ssh, penetration | ssh, penetration, testing, conduct, security, assessments, including, enumeration, credential, attacks, vulnerability, exploitation | | `stride-analysis-patterns` | Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security do... | stride | stride, analysis, apply, methodology, systematically, identify, threats, analyzing, security, conducting, threat, modeling | -| `stripe-integration` | Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe paym... | stripe, integration | stripe, integration, payment, processing, robust, pci, compliant, flows, including, checkout, subscriptions, webhooks | +| `stripe-integration` | Master Stripe payment processing integration for robust, PCI-compliant payment flows including checkout, subscriptions, webhooks, and refunds. | stripe, integration | stripe, integration, payment, processing, robust, pci, compliant, flows, including, checkout, subscriptions, webhooks | | `supply-chain-risk-auditor` | Identifies dependencies at heightened risk of exploitation or takeover. Use when assessing supply chain attack surface, evaluating dependency health, or scop... | supply, chain, risk, auditor | supply, chain, risk, auditor, identifies, dependencies, heightened, exploitation, takeover, assessing, attack, surface | | `temporal-golang-pro` | Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns. | temporal, golang | temporal, golang, pro, building, durable, distributed, go, sdk, covers, deterministic, rules, mtls | | `threat-mitigation-mapping` | Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validatin... | threat, mitigation, mapping | threat, mitigation, mapping, map, identified, threats, appropriate, security, controls, mitigations, prioritizing, investments | | `threat-modeling-expert` | Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement ext... | threat, modeling | threat, modeling, methodologies, security, architecture, review, risk, assessment, masters, stride, pasta, attack | -| `top-web-vulnerabilities` | This skill should be used when the user asks to "identify web application vulnerabilities", "explain common security flaws", "understand vulnerability catego... | top, web, vulnerabilities | top, web, vulnerabilities, skill, should, used, user, asks, identify, application, explain, common | +| `top-web-vulnerabilities` | Provide a comprehensive, structured reference for the 100 most critical web application vulnerabilities organized by category. This skill enables systematic ... | top, web, vulnerabilities | top, web, vulnerabilities, provide, structured, reference, 100, most, critical, application, organized, category | | `ui-visual-validator` | Rigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification. | ui, visual, validator | ui, visual, validator, rigorous, validation, specializing, testing, compliance, accessibility, verification | +| `using-neon` | Neon is a serverless Postgres platform that separates compute and storage to offer autoscaling, branching, instant restore, and scale-to-zero. It's fully com... | using, neon | using, neon, serverless, postgres, platform, separates, compute, storage, offer, autoscaling, branching, instant | | `variant-analysis` | Find similar vulnerabilities and bugs across codebases using pattern-based analysis. Use when hunting bug variants, building CodeQL/Semgrep queries, analyzin... | variant | variant, analysis, find, similar, vulnerabilities, bugs, codebases, hunting, bug, variants, building, codeql | -| `varlock` | Secure environment variable management with Varlock. Use when handling secrets, API keys, credentials, or any sensitive configuration. Ensures secrets are ne... | varlock | varlock, secure, environment, variable, handling, secrets, api, keys, credentials, any, sensitive, configuration | | `varlock-claude-skill` | Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits | varlock, claude, skill | varlock, claude, skill, secure, environment, variable, ensuring, secrets, never, exposed, sessions, terminals | | `vibers-code-review` | Human review workflow for AI-generated GitHub projects with spec-based feedback, security review, and follow-up PRs from the Vibers service. | vibers, code | vibers, code, review, human, ai, generated, github, spec, feedback, security, follow, up | | `vulnerability-scanner` | Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization. | vulnerability, scanner | vulnerability, scanner, analysis, principles, owasp, 2025, supply, chain, security, attack, surface, mapping | -| `web-design-guidelines` | Review UI code for Web Interface Guidelines compliance. Use when asked to \\"review my UI\\", \\"check accessibility\\", \\"audit design\\", \\"review UX\\", or \\"ch... | web, guidelines | web, guidelines, review, ui, code, interface, compliance, asked, my, check, accessibility, audit | +| `web-design-guidelines` | Review files for compliance with Web Interface Guidelines. | web, guidelines | web, guidelines, review, files, compliance, interface | | `web-security-testing` | Web application security testing workflow for OWASP Top 10 vulnerabilities including injection, XSS, authentication flaws, and access control issues. | web, security | web, security, testing, application, owasp, top, 10, vulnerabilities, including, injection, xss, authentication | -| `wiki-onboarding` | Generates two complementary onboarding guides — a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants... | wiki, onboarding | wiki, onboarding, generates, two, complementary, guides, principal, level, architectural, deep, dive, zero | -| `wiki-researcher` | Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis. Use when the user wants an in-dept... | wiki, researcher | wiki, researcher, conducts, multi, turn, iterative, deep, research, specific, topics, within, codebase | +| `wireshark-analysis` | Execute comprehensive network traffic analysis using Wireshark to capture, filter, and examine network packets for security investigations, performance optim... | wireshark | wireshark, analysis, execute, network, traffic, capture, filter, examine, packets, security, investigations, performance | | `wordpress` | Complete WordPress development workflow covering theme development, plugin creation, WooCommerce integration, performance optimization, and security hardening. | wordpress | wordpress, complete, development, covering, theme, plugin, creation, woocommerce, integration, performance, optimization, security | +| `wordpress-penetration-testing` | Conduct comprehensive security assessments of WordPress installations including enumeration of users, themes, and plugins, vulnerability scanning, credential... | wordpress, penetration | wordpress, penetration, testing, conduct, security, assessments, installations, including, enumeration, users, themes, plugins | | `wordpress-plugin-development` | WordPress plugin development workflow covering plugin architecture, hooks, admin interfaces, REST API, and security best practices. | wordpress, plugin | wordpress, plugin, development, covering, architecture, hooks, admin, interfaces, rest, api, security | +| `xss-html-injection` | Execute comprehensive client-side injection vulnerability assessments on web applications to identify XSS and HTML injection flaws, demonstrate exploitation ... | xss, html, injection | xss, html, injection, execute, client, side, vulnerability, assessments, web, applications, identify, flaws | | `zeroize-audit` | Detects missing zeroization of sensitive data in source code and identifies zeroization removed by compiler optimizations, with assembly-level analysis, and ... | zeroize, audit | zeroize, audit, detects, missing, zeroization, sensitive, data, source, code, identifies, removed, compiler | -## testing (35) +## testing (29) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | @@ -1191,21 +1193,17 @@ Total skills: 1273 | `conductor-implement` | Execute tasks from a track's implementation plan following TDD workflow | conductor, implement | conductor, implement, execute, tasks, track, plan, following, tdd | | `conductor-revert` | Git-aware undo by logical work unit (track, phase, or task) | conductor, revert | conductor, revert, git, aware, undo, logical, work, unit, track, phase, task | | `debugger` | Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues. | debugger | debugger, debugging, errors, test, failures, unexpected, behavior, proactively, encountering, any, issues | -| `dependency-upgrade` | Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updat... | dependency, upgrade | dependency, upgrade, major, version, upgrades, compatibility, analysis, staged, rollout, testing, upgrading, framework | +| `dependency-upgrade` | Master major dependency version upgrades, compatibility analysis, staged upgrade strategies, and comprehensive testing approaches. | dependency, upgrade | dependency, upgrade, major, version, upgrades, compatibility, analysis, staged, testing, approaches | +| `doc-coauthoring` | This skill provides a structured workflow for guiding users through collaborative document creation. Act as an active guide, walking users through three stag... | doc, coauthoring | doc, coauthoring, skill, provides, structured, guiding, users, through, collaborative, document, creation, act | | `ffuf-web-fuzzing` | Expert guidance for ffuf web fuzzing during penetration testing, including authenticated fuzzing with raw requests, auto-calibration, and result analysis | ffuf, web, fuzzing | ffuf, web, fuzzing, guidance, during, penetration, testing, including, authenticated, raw, requests, auto | -| `file-path-traversal` | This skill should be used when the user asks to "test for directory traversal", "exploit path traversal vulnerabilities", "read arbitrary files through web a... | file, path, traversal | file, path, traversal, skill, should, used, user, asks, test, directory, exploit, vulnerabilities | -| `html-injection-testing` | This skill should be used when the user asks to "test for HTML injection", "inject HTML into web pages", "perform HTML injection attacks", "deface web applic... | html, injection | html, injection, testing, skill, should, used, user, asks, test, inject, web, pages | -| `idor-testing` | This skill should be used when the user asks to "test for insecure direct object references," "find IDOR vulnerabilities," "exploit broken access control," "... | idor | idor, testing, skill, should, used, user, asks, test, insecure, direct, object, references | +| `idor-testing` | Provide systematic methodologies for identifying and exploiting Insecure Direct Object Reference (IDOR) vulnerabilities in web applications. | idor | idor, testing, provide, systematic, methodologies, identifying, exploiting, insecure, direct, object, reference, vulnerabilities | | `leiloeiro-risco` | Analise de risco em leiloes de imoveis. Score 36 pontos, riscos juridicos/financeiros/operacionais, stress test 4 cenarios e ROI ponderado por risco. | risk-analysis, scoring, stress-test, brazilian | risk-analysis, scoring, stress-test, brazilian, leiloeiro, risco, analise, de, em, leiloes, imoveis, score | -| `metasploit-framework` | This skill should be used when the user asks to "use Metasploit for penetration testing", "exploit vulnerabilities with msfconsole", "create payloads with ms... | metasploit, framework | metasploit, framework, skill, should, used, user, asks, penetration, testing, exploit, vulnerabilities, msfconsole | | `performance-testing-review-multi-agent-review` | Use when working with performance testing review multi agent review | performance, multi, agent | performance, multi, agent, testing, review, working | -| `playwright-skill` | Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check res... | playwright, skill | playwright, skill, complete, browser, automation, auto, detects, dev, servers, writes, clean, test | +| `privilege-escalation-methods` | Provide comprehensive techniques for escalating privileges from a low-privileged user to root/administrator access on compromised Linux and Windows systems. ... | privilege, escalation, methods | privilege, escalation, methods, provide, techniques, escalating, privileges, low, privileged, user, root, administrator | | `pypict-skill` | Pairwise test generation | pypict, skill | pypict, skill, pairwise, test, generation | -| `screen-reader-testing` | Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issue... | screen, reader | screen, reader, testing, test, web, applications, readers, including, voiceover, nvda, jaws, validating | +| `screen-reader-testing` | Practical guide to testing web applications with screen readers for comprehensive accessibility validation. | screen, reader | screen, reader, testing, practical, web, applications, readers, accessibility, validation | | `semgrep-rule-variant-creator` | Creates language variants of existing Semgrep rules. Use when porting a Semgrep rule to specified target languages. Takes an existing rule and target languag... | semgrep, rule, variant, creator | semgrep, rule, variant, creator, creates, language, variants, existing, rules, porting, specified, target | -| `smtp-penetration-testing` | This skill should be used when the user asks to "perform SMTP penetration testing", "enumerate email users", "test for open mail relays", "grab SMTP banners"... | smtp, penetration | smtp, penetration, testing, skill, should, used, user, asks, perform, enumerate, email, users | -| `ssh-penetration-testing` | This skill should be used when the user asks to "pentest SSH services", "enumerate SSH configurations", "brute force SSH credentials", "exploit SSH vulnerabi... | ssh, penetration | ssh, penetration, testing, skill, should, used, user, asks, pentest, enumerate, configurations, brute | -| `startup-metrics-framework` | This skill should be used when the user asks about \\\\\\"key startup metrics", "SaaS metrics", "CAC and LTV", "unit economics", "burn multiple", "rule of 40", ... | startup, metrics, framework | startup, metrics, framework, skill, should, used, user, asks, about, key, saas, cac | +| `shodan-reconnaissance` | Provide systematic methodologies for leveraging Shodan as a reconnaissance tool during penetration testing engagements. | shodan, reconnaissance | shodan, reconnaissance, provide, systematic, methodologies, leveraging, during, penetration, testing, engagements | | `systematic-debugging` | Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes | systematic, debugging | systematic, debugging, encountering, any, bug, test, failure, unexpected, behavior, before, proposing, fixes | | `tdd-orchestrator` | Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices. | tdd, orchestrator | tdd, orchestrator, specializing, red, green, refactor, discipline, multi, agent, coordination, test, driven | | `tdd-workflow` | Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle. | tdd | tdd, test, driven, development, principles, red, green, refactor, cycle | @@ -1214,15 +1212,13 @@ Total skills: 1273 | `tdd-workflows-tdd-red` | Generate failing tests for the TDD red phase to define expected behavior and edge cases. | tdd, red | tdd, red, generate, failing, tests, phase, define, expected, behavior, edge, cases | | `tdd-workflows-tdd-refactor` | Use when working with tdd workflows tdd refactor | tdd, refactor | tdd, refactor, working | | `test-driven-development` | Use when implementing any feature or bugfix, before writing implementation code | driven | driven, test, development, implementing, any, feature, bugfix, before, writing, code | -| `test-fixing` | Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test sui... | fixing | fixing, test, run, tests, systematically, fix, all, failing, smart, error, grouping, user | +| `test-fixing` | Systematically identify and fix all failing tests using smart grouping strategies. | fixing | fixing, test, systematically, identify, fix, all, failing, tests, smart, grouping | | `testing-qa` | Comprehensive testing and QA workflow covering unit testing, integration testing, E2E testing, browser automation, and quality assurance. | qa | qa, testing, covering, unit, integration, e2e, browser, automation, quality, assurance | | `unit-testing-test-generate` | Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus. | unit, generate | unit, generate, testing, test, maintainable, tests, languages, strong, coverage, edge, case | -| `web3-testing` | Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, ... | web3 | web3, testing, test, smart, contracts, comprehensively, hardhat, foundry, unit, tests, integration, mainnet | -| `wiki-qa` | Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a comp... | wiki, qa | wiki, qa, answers, questions, about, code, repository, source, file, analysis, user, asks | -| `wordpress-penetration-testing` | This skill should be used when the user asks to "pentest WordPress sites", "scan WordPress for vulnerabilities", "enumerate WordPress users, themes, or plugi... | wordpress, penetration | wordpress, penetration, testing, skill, should, used, user, asks, pentest, sites, scan, vulnerabilities | -| `xss-html-injection` | This skill should be used when the user asks to "test for XSS vulnerabilities", "perform cross-site scripting attacks", "identify HTML injection flaws", "exp... | xss, html, injection | xss, html, injection, skill, should, used, user, asks, test, vulnerabilities, perform, cross | +| `wiki-qa` | Answer repository questions grounded entirely in source code evidence. | wiki, qa | wiki, qa, answer, repository, questions, grounded, entirely, source, code, evidence | +| `windows-privilege-escalation` | Provide systematic methodologies for discovering and exploiting privilege escalation vulnerabilities on Windows systems during penetration testing engagements. | windows, privilege, escalation | windows, privilege, escalation, provide, systematic, methodologies, discovering, exploiting, vulnerabilities, during, penetration, testing | -## workflow (95) +## workflow (99) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | @@ -1234,15 +1230,17 @@ Total skills: 1273 | `amplitude-automation` | Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas. | amplitude | amplitude, automation, automate, tasks, via, rube, mcp, composio, events, user, activity, cohorts | | `apify-influencer-discovery` | Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok. | apify, influencer, discovery | apify, influencer, discovery, find, evaluate, influencers, brand, partnerships, verify, authenticity, track, collaboration | | `asana-automation` | Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas. | asana | asana, automation, automate, tasks, via, rube, mcp, composio, sections, teams, workspaces, always | +| `azure-functions` | Modern .NET execution model with process isolation | azure, functions | azure, functions, net, execution, model, process, isolation | | `bamboohr-automation` | Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas. | bamboohr | bamboohr, automation, automate, tasks, via, rube, mcp, composio, employees, time, off, benefits | | `basecamp-automation` | Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current sc... | basecamp | basecamp, automation, automate, dos, messages, people, do, list, organization, via, rube, mcp | -| `billing-automation` | Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing... | billing | billing, automation, automated, recurring, payments, invoicing, subscription, lifecycle, dunning, implementing, automating, managing | -| `biopython` | Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access ... | biopython | biopython, molecular, biology, toolkit, sequence, manipulation, file, parsing, fasta, genbank, pdb, phylogenetics | +| `billing-automation` | Master automated billing systems including recurring billing, invoice generation, dunning management, proration, and tax calculation. | billing | billing, automation, automated, including, recurring, invoice, generation, dunning, proration, tax, calculation | | `bitbucket-automation` | Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current sch... | bitbucket | bitbucket, automation, automate, repositories, pull, requests, branches, issues, workspace, via, rube, mcp | -| `brevo-automation` | Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Al... | brevo | brevo, automation, automate, sendinblue, tasks, via, rube, mcp, composio, email, campaigns, edit | +| `box-automation` | Automate Box operations including file upload/download, content search, folder management, collaboration, metadata queries, and sign requests through Composi... | box | box, automation, automate, operations, including, file, upload, download, content, search, folder, collaboration | +| `browser-automation` | You are a browser automation expert who has debugged thousands of flaky tests and built scrapers that run for years without breaking. You've seen the evoluti... | browser | browser, automation, who, debugged, thousands, flaky, tests, built, scrapers, run, years, without | | `cal-com-automation` | Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for curr... | cal, com | cal, com, automation, automate, tasks, via, rube, mcp, composio, bookings, check, availability | | `canva-automation` | Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas. | canva | canva, automation, automate, tasks, via, rube, mcp, composio, designs, exports, folders, brand | | `changelog-automation` | Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release no... | changelog | changelog, automation, automate, generation, commits, prs, releases, following, keep, format, setting, up | +| `citation-management` | Manage citations systematically throughout the research and writing process. | citation | citation, citations, systematically, throughout, research, writing, process | | `clickup-automation` | Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first... | clickup | clickup, automation, automate, including, tasks, spaces, folders, lists, comments, team, operations, via | | `close-automation` | Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas. | close | close, automation, automate, crm, tasks, via, rube, mcp, composio, leads, calls, sms | | `coda-automation` | Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current s... | coda | coda, automation, automate, tasks, via, rube, mcp, composio, docs, pages, tables, rows | @@ -1254,7 +1252,6 @@ Total skills: 1273 | `confluence-automation` | Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for ... | confluence | confluence, automation, automate, page, creation, content, search, space, labels, hierarchy, navigation, via | | `convertkit-automation` | Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current sch... | convertkit | convertkit, automation, automate, kit, tasks, via, rube, mcp, composio, subscribers, tags, broadcasts | | `create-pr` | Alias for sentry-skills:pr-writer. Use when users explicitly ask for "create-pr" or reference the legacy skill name. Redirects to the canonical PR writing wo... | create, pr | create, pr, alias, sentry, skills, writer, users, explicitly, ask, reference, legacy, skill | -| `crewai` | Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definiti... | crewai | crewai, leading, role, multi, agent, framework, used, 60, fortune, 500, companies, covers | | `datadog-automation` | Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools firs... | datadog | datadog, automation, automate, tasks, via, rube, mcp, composio, query, metrics, search, logs | | `design-orchestration` | Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order. | | orchestration, orchestrates, routing, work, through, brainstorming, multi, agent, review, execution, readiness, correct | | `discord-automation` | Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas. | discord | discord, automation, automate, tasks, via, rube, mcp, composio, messages, channels, roles, webhooks | @@ -1264,10 +1261,12 @@ Total skills: 1273 | `freshdesk-automation` | Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for curr... | freshdesk | freshdesk, automation, automate, helpdesk, operations, including, tickets, contacts, companies, notes, replies, via | | `full-stack-orchestration-full-stack-feature` | Use when working with full stack orchestration full stack feature | full, stack | full, stack, orchestration, feature, working | | `gitlab-automation` | Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for c... | gitlab | gitlab, automation, automate, issues, merge, requests, pipelines, branches, user, operations, via, rube | -| `gmail-automation` | Interact with Gmail - search emails, read messages, send emails, create drafts, and manage labels. Use when user asks to: search email, read email, send emai... | gmail | gmail, automation, interact, search, emails, read, messages, send, drafts, labels, user, asks | -| `google-docs-automation` | Interact with Google Docs - create documents, search by title, read content, and edit text. Use when user asks to: create a Google Doc, find a document, read... | google, docs | google, docs, automation, interact, documents, search, title, read, content, edit, text, user | -| `google-drive-automation` | Interact with Google Drive - search files, find folders, list contents, download files, upload files, create folders, move, copy, rename, and trash files. Us... | google, drive | google, drive, automation, interact, search, files, find, folders, list, contents, download, upload | -| `google-slides-automation` | Read and write Google Slides presentations - get text, find presentations, create presentations, add slides, replace text, and manage slide content. Use when... | google, slides | google, slides, automation, read, write, presentations, get, text, find, add, replace, slide | +| `gmail-automation` | Lightweight Gmail integration with standalone OAuth authentication. No MCP server required. | gmail | gmail, automation, lightweight, integration, standalone, oauth, authentication, no, mcp, server, required | +| `google-calendar-automation` | Lightweight Google Calendar integration with standalone OAuth authentication. No MCP server required. | google, calendar | google, calendar, automation, lightweight, integration, standalone, oauth, authentication, no, mcp, server, required | +| `google-docs-automation` | Lightweight Google Docs integration with standalone OAuth authentication. No MCP server required. | google, docs | google, docs, automation, lightweight, integration, standalone, oauth, authentication, no, mcp, server, required | +| `google-drive-automation` | Lightweight Google Drive integration with standalone OAuth authentication. No MCP server required. Full read/write access. | google, drive | google, drive, automation, lightweight, integration, standalone, oauth, authentication, no, mcp, server, required | +| `google-sheets-automation` | Lightweight Google Sheets integration with standalone OAuth authentication. No MCP server required. Full read/write access. | google, sheets | google, sheets, automation, lightweight, integration, standalone, oauth, authentication, no, mcp, server, required | +| `google-slides-automation` | Lightweight Google Slides integration with standalone OAuth authentication. No MCP server required. Full read/write access. | google, slides | google, slides, automation, lightweight, integration, standalone, oauth, authentication, no, mcp, server, required | | `helpdesk-automation` | Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for... | helpdesk | helpdesk, automation, automate, tasks, via, rube, mcp, composio, list, tickets, views, canned | | `hubspot-automation` | Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration. | hubspot | hubspot, automation, automate, crm, operations, contacts, companies, deals, tickets, properties, via, rube | | `instagram-automation` | Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for c... | instagram | instagram, automation, automate, tasks, via, rube, mcp, composio, posts, carousels, media, get | @@ -1299,13 +1298,13 @@ Total skills: 1273 | `reddit-automation` | Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for curren... | reddit | reddit, automation, automate, tasks, via, rube, mcp, composio, search, subreddits, posts, comments | | `render-automation` | Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas. | render | render, automation, automate, tasks, via, rube, mcp, composio, deployments, always, search, first | | `salesforce-automation` | Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas. | salesforce | salesforce, automation, automate, tasks, via, rube, mcp, composio, leads, contacts, accounts, opportunities | -| `scientific-writing` | Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) sect... | scientific, writing | scientific, writing, core, skill, deep, research, write, manuscripts, full, paragraphs, never, bullet | | `segment-automation` | Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first... | segment | segment, automation, automate, tasks, via, rube, mcp, composio, track, events, identify, users | | `sentry-automation` | Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first ... | sentry | sentry, automation, automate, tasks, via, rube, mcp, composio, issues, events, configure, alerts | | `shopify-automation` | Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas. | shopify | shopify, automation, automate, tasks, via, rube, mcp, composio, products, orders, customers, inventory | +| `slack-automation` | Automate Slack workspace operations including messaging, search, channel management, and reaction workflows through Composio's Slack toolkit. | slack | slack, automation, automate, workspace, operations, including, messaging, search, channel, reaction, through, composio | | `square-automation` | Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas. | square | square, automation, automate, tasks, via, rube, mcp, composio, payments, orders, invoices, locations | | `stripe-automation` | Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas. | stripe | stripe, automation, automate, tasks, via, rube, mcp, composio, customers, charges, subscriptions, invoices | -| `task-intelligence` | Protocolo de Inteligência Pré-Tarefa — ativa TODOS os agentes relevantes do ecossistema ANTES de executar qualquer tarefa solicitada pelo usuário. Enriquece ... | planning, pre-task, risk-analysis, orchestration | planning, pre-task, risk-analysis, orchestration, task, intelligence, protocolo, de, intelig, ncia, pr, tarefa | +| `task-intelligence` | Protocolo de Inteligência Pré-Tarefa — ativa TODOS os agentes relevantes do ecossistema ANTES de executar qualquer tarefa solicitada pelo usuário. | planning, pre-task, risk-analysis, orchestration | planning, pre-task, risk-analysis, orchestration, task, intelligence, protocolo, de, intelig, ncia, pr, tarefa | | `team-collaboration-issue` | You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your ... | team, collaboration, issue | team, collaboration, issue, github, resolution, specializing, systematic, bug, investigation, feature, collaborative, development | | `telegram-automation` | Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for ... | telegram | telegram, automation, automate, tasks, via, rube, mcp, composio, send, messages, chats, share | | `tiktok-automation` | Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first fo... | tiktok | tiktok, automation, automate, tasks, via, rube, mcp, composio, upload, publish, videos, post | @@ -1317,6 +1316,7 @@ Total skills: 1273 | `web-scraper` | Web scraping inteligente multi-estrategia. Extrai dados estruturados de paginas web (tabelas, listas, precos). Paginacao, monitoramento e export CSV/JSON. | scraping, data-extraction, automation, csv | scraping, data-extraction, automation, csv, web, scraper, inteligente, multi, estrategia, extrai, dados, estruturados | | `webflow-automation` | Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first fo... | webflow | webflow, automation, automate, cms, collections, site, publishing, page, asset, uploads, ecommerce, orders | | `wordpress-woocommerce-development` | WooCommerce store development workflow covering store setup, payment integration, shipping configuration, and customization. | wordpress, woocommerce | wordpress, woocommerce, development, store, covering, setup, payment, integration, shipping, configuration, customization | +| `workflow-automation` | You are a workflow automation architect who has seen both the promise and the pain of these platforms. You've migrated teams from brittle cron jobs to durabl... | | automation, architect, who, seen, both, promise, pain, these, platforms, ve, migrated, teams | | `wrike-automation` | Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first ... | wrike | wrike, automation, automate, via, rube, mcp, composio, tasks, folders, assign, work, track | | `zendesk-automation` | Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas. | zendesk | zendesk, automation, automate, tasks, via, rube, mcp, composio, tickets, users, organizations, replies | | `zoho-crm-automation` | Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for curre... | zoho, crm | zoho, crm, automation, automate, tasks, via, rube, mcp, composio, update, records, search | diff --git a/data/bundles.json b/data/bundles.json index be637d15..b69f2d92 100644 --- a/data/bundles.json +++ b/data/bundles.json @@ -4,11 +4,9 @@ "core-dev": { "description": "Core development skills across languages, frameworks, and backend/frontend fundamentals.", "skills": [ - "3d-web-experience", "agent-framework-azure-ai-py", "agentmail", "algolia-search", - "alpha-vantage", "android-jetpack-compose-expert", "android_ui_verification", "animejs-animation", @@ -22,7 +20,6 @@ "api-security-best-practices", "api-security-testing", "api-testing-observability-api-mock", - "apify-actorization", "app-store-optimization", "appdeploy", "application-performance-performance-optimization", @@ -30,8 +27,8 @@ "astropy", "async-python-patterns", "audit-skills", - "aws-serverless", "awt-e2e-testing", + "azd-deployment", "azure-ai-agents-persistent-java", "azure-ai-anomalydetector-java", "azure-ai-contentsafety-java", @@ -40,17 +37,12 @@ "azure-ai-formrecognizer-java", "azure-ai-ml-py", "azure-ai-projects-java", - "azure-ai-projects-py", - "azure-ai-projects-ts", "azure-ai-transcription-py", - "azure-ai-translation-ts", "azure-ai-vision-imageanalysis-java", "azure-ai-voicelive-java", - "azure-ai-voicelive-py", "azure-ai-voicelive-ts", "azure-appconfiguration-java", "azure-appconfiguration-py", - "azure-appconfiguration-ts", "azure-communication-callautomation-java", "azure-communication-callingserver-java", "azure-communication-chat-java", @@ -58,7 +50,6 @@ "azure-communication-sms-java", "azure-compute-batch-java", "azure-containerregistry-py", - "azure-cosmos-db-py", "azure-cosmos-java", "azure-cosmos-py", "azure-cosmos-rust", @@ -70,12 +61,9 @@ "azure-eventhub-java", "azure-eventhub-py", "azure-eventhub-rust", - "azure-eventhub-ts", - "azure-functions", "azure-identity-java", "azure-identity-py", "azure-identity-rust", - "azure-identity-ts", "azure-keyvault-certificates-rust", "azure-keyvault-keys-rust", "azure-keyvault-keys-ts", @@ -100,11 +88,9 @@ "azure-monitor-query-py", "azure-postgres-ts", "azure-search-documents-py", - "azure-search-documents-ts", "azure-security-keyvault-keys-java", "azure-security-keyvault-secrets-java", "azure-servicebus-py", - "azure-servicebus-ts", "azure-speech-to-text-rest-py", "azure-storage-blob-java", "azure-storage-blob-py", @@ -115,28 +101,25 @@ "azure-storage-file-share-ts", "azure-storage-queue-py", "azure-storage-queue-ts", - "azure-web-pubsub-ts", "backend-architect", "backend-dev-guidelines", "backend-development-feature-development", "backend-security-coder", "baseline-ui", "bevy-ecs-expert", + "biopython", "bullmq-specialist", "bun-development", "cc-skill-backend-patterns", "cc-skill-coding-standards", "cc-skill-frontend-patterns", - "cc-skill-security-review", "cdk-patterns", "claude-monitor", "code-documentation-doc-generate", "comfyui-gateway", - "constant-time-analysis", "context7-auto-research", "convex", "copilot-sdk", - "cred-omega", "dbos-golang", "dbos-python", "dbos-typescript", @@ -161,7 +144,6 @@ "fastapi-pro", "fastapi-router-py", "fastapi-templates", - "firebase", "firecrawl-scraper", "flutter-expert", "fp-async", @@ -194,7 +176,6 @@ "goldrush-api", "grpc-golang", "hono", - "hubspot-integration", "hugging-face-dataset-viewer", "hugging-face-evaluation", "hugging-face-tool-builder", @@ -208,15 +189,15 @@ "junta-leiloeiros", "k6-load-testing", "landing-page-generator", - "launch-strategy", "m365-agents-py", "m365-agents-ts", "makepad-deployment", "makepad-platform", - "makepad-reference", "makepad-skills", "manifest", - "memory-safety-patterns", + "matplotlib", + "mcp-builder-ms", + "micro-saas-launcher", "mobile-design", "mobile-developer", "mobile-security-coder", @@ -227,8 +208,8 @@ "n8n-code-python", "n8n-expression-syntax", "n8n-node-configuration", - "n8n-workflow-patterns", "native-data-fetching", + "nestjs-expert", "networkx", "nextjs-app-router-patterns", "nextjs-best-practices", @@ -241,12 +222,12 @@ "odoo-woocommerce-bridge", "openapi-spec-generation", "pakistan-payments-stack", + "pdf-official", "php-pro", "pipecat-friday-agent", - "plaid-fintech", "playwright-java", + "podcast-generation", "polars", - "product-manager-toolkit", "progressive-web-app", "pubmed-database", "pydantic-ai", @@ -273,16 +254,15 @@ "rust-async-patterns", "rust-pro", "sankhya-dashboard-html-jsp-custom-best-pratices", + "scanpy", "scikit-learn", + "scroll-experience", + "seaborn", "security-audit", "security/aws-secrets-rotation", - "senior-architect", "senior-frontend", - "senior-fullstack", "shopify-apps", "shopify-development", - "slack-automation", - "slack-bot-builder", "spline-3d-integration", "sred-work-summary", "stability-ai", @@ -295,24 +275,18 @@ "tanstack-query-expert", "tavily-web", "telegram", - "telegram-bot-builder", - "telegram-mini-app", "temporal-golang-pro", "temporal-python-pro", "temporal-python-testing", "trigger-dev", "trpc-fullstack", - "twilio-communications", "typescript-advanced-types", "typescript-expert", "typescript-pro", "ui-ux-pro-max", "uniprot-database", "uv-package-manager", - "varlock", "vercel-ai-sdk-expert", - "viral-generator-builder", - "voice-ai-development", "web-artifacts-builder", "webapp-testing", "whatsapp-cloud-api", @@ -330,6 +304,7 @@ "agentic-actions-auditor", "ai-engineering-toolkit", "ai-md", + "anti-reversing-techniques", "antigravity-workflows", "api-endpoint-builder", "api-fuzzing-bug-bounty", @@ -339,7 +314,6 @@ "audit-context-building", "audit-skills", "auth-implementation-patterns", - "aws-penetration-testing", "azure-cosmos-db-py", "azure-keyvault-py", "azure-keyvault-secrets-rust", @@ -349,9 +323,11 @@ "azure-security-keyvault-secrets-java", "backend-security-coder", "broken-authentication", + "browser-extension-builder", "burp-suite-testing", "burpsuite-project-parser", "cc-skill-security-review", + "cicd-automation-workflow-automate", "clerk-auth", "cloud-penetration-testing", "code-review-checklist", @@ -359,18 +335,17 @@ "codebase-cleanup-deps-audit", "comfyui-gateway", "comprehensive-review-pr-enhance", - "constant-time-analysis", "convex", "cred-omega", "customs-trade-compliance", "dependency-management-deps-audit", - "deployment-pipeline-design", "differential-review", "docker-expert", "dotnet-backend", "ethical-hacking-methodology", "fda-food-safety-auditor", "fda-medtech-compliance-auditor", + "file-uploads", "find-bugs", "firebase", "firmware-analyst", @@ -381,6 +356,7 @@ "gdpr-data-handling", "gha-security-review", "graphql-architect", + "html-injection-testing", "k8s-manifest-generator", "k8s-security-policies", "laravel-expert", @@ -389,27 +365,29 @@ "leiloeiro-edital", "lex", "linkerd-patterns", + "linux-privilege-escalation", + "linux-shell-scripting", "local-llm-expert", - "loki-mode", "m365-agents-dotnet", "m365-agents-py", "malware-analyst", + "metasploit-framework", "mobile-security-coder", - "nestjs-expert", + "network-101", "network-engineer", "nextjs-supabase-auth", "nodejs-best-practices", - "notebooklm", "odoo-l10n-compliance", "odoo-security-rules", "openapi-spec-generation", "openclaw-github-repo-commander", "payment-integration", "pci-compliance", - "pentest-checklist", - "plaid-fintech", + "pentest-commands", "privacy-by-design", + "protocol-reverse-engineering", "quant-analyst", + "red-team-tools", "risk-manager", "risk-metrics-calculation", "saas-mvp-launcher", @@ -431,8 +409,11 @@ "semgrep-rule-creator", "service-mesh-expert", "skill-scanner", + "smtp-penetration-testing", "solidity-security", "spec-to-code-compliance", + "sql-injection-testing", + "ssh-penetration-testing", "stride-analysis-patterns", "stripe-integration", "supply-chain-risk-auditor", @@ -441,35 +422,31 @@ "top-web-vulnerabilities", "ui-visual-validator", "variant-analysis", - "varlock", "varlock-claude-skill", "vibers-code-review", "vulnerability-scanner", "web-design-guidelines", "web-security-testing", + "wireshark-analysis", "wordpress", + "wordpress-penetration-testing", "wordpress-plugin-development", + "xss-html-injection", "zeroize-audit" ] }, "k8s-core": { "description": "Kubernetes and service mesh essentials.", "skills": [ - "azure-cosmos-db-py", "azure-identity-dotnet", - "azure-identity-java", "azure-identity-py", - "azure-identity-ts", "azure-messaging-webpubsubservice-py", "azure-mgmt-botservice-dotnet", "azure-mgmt-botservice-py", "azure-servicebus-dotnet", "azure-servicebus-py", - "azure-servicebus-ts", "chrome-extension-developer", "cloud-devops", - "cred-omega", - "debug-buttercup", "freshservice-automation", "gitops-workflow", "grpc-golang", @@ -485,12 +462,15 @@ "microservices-patterns", "moodle-external-api-development", "mtls-configuration", + "network-101", "observability-monitoring-slo-implement", "progressive-web-app", "pubmed-database", + "salesforce-development", "service-mesh-expert", "service-mesh-observability", "slo-implementation", + "ssh-penetration-testing", "vibers-code-review" ] }, @@ -502,7 +482,6 @@ "analytics-product", "analytics-tracking", "angular-ui-patterns", - "apify-actor-development", "apify-content-analytics", "apify-ecommerce", "apify-ultimate-scraper", @@ -512,7 +491,6 @@ "azure-ai-document-intelligence-dotnet", "azure-ai-document-intelligence-ts", "azure-ai-textanalytics-py", - "azure-cosmos-db-py", "azure-cosmos-java", "azure-cosmos-py", "azure-cosmos-rust", @@ -533,13 +511,14 @@ "azure-resource-manager-sql-dotnet", "azure-security-keyvault-secrets-java", "azure-storage-file-datalake-py", - "blockrun", + "biopython", "burpsuite-project-parser", "business-analyst", "cc-skill-backend-patterns", "cc-skill-clickhouse-io", "claimable-postgres", "claude-d3js-skill", + "constant-time-analysis", "content-marketer", "data-engineer", "data-engineering-data-driven-feature", @@ -561,7 +540,6 @@ "django-perf-review", "drizzle-orm-expert", "dwarf-expert", - "firebase", "fixing-metadata", "food-database-query", "fp-data-transforms", @@ -569,32 +547,25 @@ "fp-pipe-ref", "fp-react", "fp-ts-react", - "frontend-dev-guidelines", "frontend-ui-dark-ts", "gdpr-data-handling", "goldrush-api", "google-analytics-automation", - "google-sheets-automation", "googlesheets-automation", - "graphql", "hugging-face-datasets", - "hugging-face-tool-builder", "instagram", "ios-developer", - "kpi-dashboard-design", "legal-advisor", "libreoffice/base", "libreoffice/calc", - "loki-mode", "mailchimp-automation", + "microservices-patterns", "ml-pipeline-workflow", "n8n-expression-syntax", "native-data-fetching", "neon-postgres", - "networkx", - "nextjs-app-router-patterns", + "nestjs-expert", "nextjs-best-practices", - "nodejs-backend-patterns", "odoo-automated-tests", "odoo-backup-strategy", "odoo-edi-connector", @@ -609,18 +580,18 @@ "privacy-by-design", "programmatic-seo", "pubmed-database", - "pydantic-models-py", "quant-analyst", "rag-implementation", "react-ui-patterns", + "referral-program", "robius-state-management", + "salesforce-development", "sankhya-dashboard-html-jsp-custom-best-pratices", "scala-pro", + "scanpy", "schema-markup", - "security-bluebook-builder", "segment-cdp", "sendgrid-automation", - "senior-architect", "skin-health-analyzer", "spark-optimization", "sql-injection-testing", @@ -629,14 +600,15 @@ "sqlmap-database-pentesting", "supabase-automation", "tanstack-query-expert", + "ui-ux-pro-max", "uniprot-database", "unity-ecs-patterns", "using-neon", "vector-database-engineer", "wellally-tech", "x-twitter-scraper", - "xlsx-official", "youtube-automation", + "zapier-make-patterns", "zeroize-audit" ] }, @@ -645,19 +617,16 @@ "skills": [ "007", "acceptance-orchestrator", - "agent-evaluation", "ai-engineering-toolkit", "airflow-dag-patterns", "api-testing-observability-api-mock", "apify-brand-reputation-monitoring", "application-performance-performance-optimization", - "aws-serverless", "azd-deployment", "azure-ai-anomalydetector-java", "azure-mgmt-applicationinsights-dotnet", "azure-mgmt-arizeaiobservabilityeval-dotnet", "azure-mgmt-weightsandbiases-dotnet", - "azure-microsoft-playwright-testing-ts", "azure-monitor-opentelemetry-ts", "backend-development-feature-development", "cicd-automation-workflow-automate", @@ -665,6 +634,7 @@ "closed-loop-delivery", "cloud-devops", "code-review-ai-ai-review", + "computer-use-agents", "convex", "data-engineering-data-pipeline", "database-migrations-migration-observability", @@ -678,7 +648,6 @@ "distributed-tracing", "django-pro", "docker-expert", - "e2e-testing-patterns", "earllm-build", "error-debugging-error-analysis", "error-debugging-error-trace", @@ -689,6 +658,7 @@ "flutter-expert", "game-development/game-art", "git-pr-workflows-git-workflow", + "github-workflow-automation", "gitlab-ci-patterns", "gitops-workflow", "grafana-dashboards", @@ -697,17 +667,16 @@ "incident-response-incident-response", "incident-response-smart-fix", "incident-runbook-templates", - "kpi-dashboard-design", "kubernetes-architect", "kubernetes-deployment", "langfuse", - "llm-app-patterns", + "linux-shell-scripting", "local-llm-expert", - "loki-mode", "machine-learning-ops-ml-pipeline", "makepad-deployment", "malware-analyst", "manifest", + "memory-forensics", "ml-engineer", "ml-pipeline-workflow", "observability-engineer", @@ -715,15 +684,13 @@ "observability-monitoring-slo-implement", "odoo-docker-deployment", "odoo-sales-crm-expert", + "on-call-handoff-patterns", "performance-engineer", "performance-testing-review-ai-review", "pipedrive-automation", "postmortem-writing", - "project-development", "prometheus-configuration", "risk-metrics-calculation", - "scanpy", - "security-bluebook-builder", "seo-forensic-incident-response", "server-management", "service-mesh-expert", @@ -733,12 +700,14 @@ "temporal-python-pro", "unity-developer", "vercel-deployment", + "wiki-researcher", "x-twitter-scraper" ] }, "automation-core": { "description": "Automation platforms, workflow tooling, and business systems.", "skills": [ + "3d-web-experience", "activecampaign-automation", "agent-orchestrator", "ai-agent-development", @@ -747,18 +716,16 @@ "amplitude-automation", "api-documentation", "api-security-testing", - "apify-actor-development", "asana-automation", - "autonomous-agent-patterns", "aws-skills", "azure-communication-callautomation-java", + "azure-communication-callingserver-java", "azure-mgmt-botservice-dotnet", "bamboohr-automation", "basecamp-automation", "bash-pro", "bash-scripting", "billing-automation", - "biopython", "bitbucket-automation", "box-automation", "brevo-automation", @@ -776,8 +743,8 @@ "comfyui-gateway", "conductor-implement", "confluence-automation", + "context-optimization", "convertkit-automation", - "copy-editing", "create-branch", "create-pr", "database", @@ -791,19 +758,19 @@ "docusign-automation", "dropbox-automation", "e2e-testing", + "email-sequence", "expo-cicd-workflows", "fal-workflow", "figma-automation", "freshdesk-automation", "freshservice-automation", "game-development/game-art", - "gha-security-review", "git-hooks-automation", "git-pr-workflows-git-workflow", + "github-actions-templates", "github-automation", "github-workflow-automation", "gitlab-automation", - "gitlab-ci-patterns", "gitops-workflow", "gmail-automation", "go-playwright", @@ -821,15 +788,18 @@ "hubspot-integration", "incident-response-smart-fix", "instagram-automation", + "interactive-portfolio", "intercom-automation", "jira-automation", "klaviyo-automation", "kubernetes-deployment", + "langgraph", "libreoffice/calc", "libreoffice/impress", "libreoffice/writer", "linear-automation", "linkedin-automation", + "linux-shell-scripting", "linux-troubleshooting", "mailchimp-automation", "make-automation", @@ -848,7 +818,6 @@ "n8n-workflow-patterns", "nerdzao-elite", "nerdzao-elite-gemini-high", - "notebooklm", "notion-automation", "notion-template-business", "odoo-ecommerce-configurator", @@ -864,17 +833,16 @@ "pagerduty-automation", "payment-integration", "pipedrive-automation", - "playwright-skill", "plotly", "postgresql-optimization", "posthog-automation", "postmark-automation", - "pr-writer", + "rag-engineer", "rag-implementation", - "react-flow-node-ts", "reddit-automation", "render-automation", "salesforce-automation", + "scroll-experience", "security-audit", "security/aws-secrets-rotation", "segment-automation", @@ -883,7 +851,6 @@ "shopify-apps", "shopify-automation", "shopify-development", - "skill-creator", "slack-automation", "slack-bot-builder", "slack-gif-creator", @@ -896,7 +863,6 @@ "tdd-workflow", "tdd-workflows-tdd-green", "telegram-automation", - "telegram-bot-builder", "temporal-golang-pro", "temporal-python-pro", "terraform-infrastructure", @@ -914,7 +880,6 @@ "web-security-testing", "webflow-automation", "whatsapp-automation", - "wiki-vitepress", "wordpress", "wordpress-plugin-development", "wordpress-theme-development", @@ -1056,6 +1021,8 @@ "cloud-architect", "cloud-devops", "cloud-penetration-testing", + "cost-optimization", + "database-cloud-optimization-cost-optimize", "hosted-agents-v2-py", "hybrid-cloud-architect", "microsoft-azure-webjobs-extensions-authentication-events-dotnet", @@ -1069,8 +1036,8 @@ "description": "Commerce, payments, and revenue operations skills.", "skills": [ "apify-ecommerce", + "azure-mgmt-mongodbatlas-dotnet", "billing-automation", - "browser-extension-builder", "close-automation", "growth-engine", "hubspot-automation", @@ -1111,7 +1078,6 @@ "shopify-development", "stripe-automation", "stripe-integration", - "telegram-bot-builder", "webflow-automation", "wordpress", "wordpress-woocommerce-development", @@ -1128,7 +1094,6 @@ "awt-e2e-testing", "building-native-ui", "development", - "docker-expert", "earllm-build", "expo-api-routes", "expo-cicd-workflows", @@ -1152,7 +1117,6 @@ "native-data-fetching", "odoo-docker-deployment", "react-native-architecture", - "senior-architect", "stitch-ui-design", "swiftui-expert-skill", "ui-ux-pro-max", @@ -1165,16 +1129,15 @@ "agent-orchestrator", "analyze-project", "antigravity-skill-orchestrator", - "competitor-alternatives", + "apify-actor-development", "content-creator", "content-marketer", "convex", "database-architect", "database-design", + "database-migration", "drizzle-orm-expert", "fixing-metadata", - "free-tool-strategy", - "graphql", "growth-engine", "hybrid-search-implementation", "keyword-extractor", @@ -1182,7 +1145,6 @@ "llm-structured-output", "local-legal-seo-audit", "odoo-ecommerce-configurator", - "paid-ads", "postgres-best-practices", "postgresql", "prisma-expert", @@ -1203,7 +1165,6 @@ "seo-structure-architect", "whatsapp-cloud-api", "yann-lecun", - "yann-lecun-filosofia", "zod-validation-expert" ] }, @@ -1216,22 +1177,20 @@ "docx-official", "firecrawl-scraper", "frontend-slides", - "google-sheets-automation", "google-slides-automation", "libreoffice/base", "libreoffice/calc", "libreoffice/draw", "libreoffice/impress", "libreoffice/writer", - "matplotlib", "odoo-qweb-templates", "office-productivity", "pdf-official", "pptx-official", "pr-writer", + "readme", "seo-content-writer", "skill-writer", - "theme-factory", "wiki-page-writer", "xlsx-official" ] diff --git a/data/catalog.json b/data/catalog.json index 7f526a67..931cde68 100644 --- a/data/catalog.json +++ b/data/catalog.json @@ -114,8 +114,8 @@ { "id": "3d-web-experience", "name": "3d-web-experience", - "description": "Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ...", - "category": "development", + "description": "You bring the third dimension to the web. You know when 3D enhances and when it's just showing off. You balance visual impact with performance. You make 3D accessible to users who've never touched a 3D app. You create moments of wonder without sacrificing usability.", + "category": "general", "tags": [ "3d", "web", @@ -125,15 +125,15 @@ "3d", "web", "experience", - "building", - "experiences", - "three", - "js", - "react", - "fiber", - "spline", - "webgl", - "interactive" + "bring", + "third", + "dimension", + "know", + "enhances", + "just", + "showing", + "off", + "balance" ], "path": "skills/3d-web-experience/SKILL.md" }, @@ -216,8 +216,8 @@ { "id": "active-directory-attacks", "name": "active-directory-attacks", - "description": "This skill should be used when the user asks to \"attack Active Directory\", \"exploit AD\", \"Kerberoasting\", \"DCSync\", \"pass-the-hash\", \"BloodHound enumeration\", \"Golden Ticket\", ...", - "category": "security", + "description": "Provide comprehensive techniques for attacking Microsoft Active Directory environments. Covers reconnaissance, credential harvesting, Kerberos attacks, lateral movement, privilege escalation, and domain dominance for red team operations and penetration testing.", + "category": "architecture", "tags": [ "active", "directory", @@ -227,15 +227,15 @@ "active", "directory", "attacks", - "skill", - "should", - "used", - "user", - "asks", - "attack", - "exploit", - "ad", - "kerberoasting" + "provide", + "techniques", + "attacking", + "microsoft", + "environments", + "covers", + "reconnaissance", + "credential", + "harvesting" ], "path": "skills/active-directory-attacks/SKILL.md" }, @@ -369,8 +369,8 @@ { "id": "agent-evaluation", "name": "agent-evaluation", - "description": "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on re...", - "category": "infrastructure", + "description": "You're a quality engineer who has seen agents that aced benchmarks fail spectacularly in production. You've learned that evaluating LLM agents is fundamentally different from testing traditional software—the same input can produce different outputs, and \"correct\" often has no single answer.", + "category": "data-ai", "tags": [ "agent", "evaluation" @@ -378,23 +378,23 @@ "triggers": [ "agent", "evaluation", - "testing", - "benchmarking", - "llm", + "re", + "quality", + "engineer", + "who", + "seen", "agents", - "including", - "behavioral", - "capability", - "assessment", - "reliability", - "metrics" + "aced", + "benchmarks", + "fail", + "spectacularly" ], "path": "skills/agent-evaluation/SKILL.md" }, { "id": "agent-framework-azure-ai-py", "name": "agent-framework-azure-ai-py", - "description": "Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int...", + "description": "Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.", "category": "data-ai", "tags": [ "agent", @@ -409,13 +409,12 @@ "azure", "ai", "py", - "foundry", + "persistent", "agents", + "foundry", "microsoft", "python", - "sdk", - "creating", - "persistent" + "sdk" ], "path": "skills/agent-framework-azure-ai-py/SKILL.md" }, @@ -474,8 +473,8 @@ { "id": "agent-memory-systems", "name": "agent-memory-systems", - "description": "Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s...", - "category": "security", + "description": "You are a cognitive architect who understands that memory makes agents intelligent. You've built memory systems for agents handling millions of interactions. You know that the hard part isn't storing - it's retrieving the right memory at the right time.", + "category": "general", "tags": [ "agent", "memory" @@ -483,16 +482,16 @@ "triggers": [ "agent", "memory", - "cornerstone", - "intelligent", + "cognitive", + "architect", + "who", + "understands", + "makes", "agents", - "without", - "every", - "interaction", - "starts", - "zero", - "skill", - "covers" + "intelligent", + "ve", + "built", + "handling" ], "path": "skills/agent-memory-systems/SKILL.md" }, @@ -577,8 +576,8 @@ { "id": "agent-tool-builder", "name": "agent-tool-builder", - "description": "Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar...", - "category": "data-ai", + "description": "You are an expert in the interface between LLMs and the outside world. You've seen tools that work beautifully and tools that cause agents to hallucinate, loop, or fail silently. The difference is almost always in the design, not the implementation.", + "category": "general", "tags": [ "agent", "builder" @@ -586,16 +585,16 @@ "triggers": [ "agent", "builder", - "how", - "ai", - "agents", - "interact", - "world", - "well", - "designed", - "difference", + "interface", "between", - "works" + "llms", + "outside", + "world", + "ve", + "seen", + "work", + "beautifully", + "cause" ], "path": "skills/agent-tool-builder/SKILL.md" }, @@ -748,7 +747,7 @@ { "id": "ai-agents-architect", "name": "ai-agents-architect", - "description": "Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...", + "description": "I build AI systems that can act autonomously while remaining controllable. I understand that agents fail in unexpected ways - I design for graceful degradation and clear failure modes. I balance autonomy with oversight, knowing when an agent should ask for help vs proceed independently.", "category": "data-ai", "tags": [ "ai", @@ -758,15 +757,15 @@ "ai", "agents", "architect", - "designing", - "building", - "autonomous", - "masters", - "memory", - "planning", - "multi", - "agent", - "orchestration" + "act", + "autonomously", + "while", + "remaining", + "controllable", + "understand", + "fail", + "unexpected", + "ways" ], "path": "skills/ai-agents-architect/SKILL.md" }, @@ -917,7 +916,7 @@ { "id": "ai-product", "name": "ai-product", - "description": "Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ...", + "description": "You are an AI product engineer who has shipped LLM features to millions of users. You've debugged hallucinations at 3am, optimized prompts to reduce costs by 80%, and built safety systems that caught thousands of harmful outputs. You know that demos are easy and production is hard.", "category": "data-ai", "tags": [ "ai", @@ -926,16 +925,16 @@ "triggers": [ "ai", "product", - "every", - "powered", - "question", - "whether", - "ll", - "right", - "ship", - "demo", - "falls", - "apart" + "engineer", + "who", + "shipped", + "llm", + "features", + "millions", + "users", + "ve", + "debugged", + "hallucinations" ], "path": "skills/ai-product/SKILL.md" }, @@ -969,7 +968,7 @@ { "id": "ai-wrapper-product", "name": "ai-wrapper-product", - "description": "Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov...", + "description": "You know AI wrappers get a bad rap, but the good ones solve real problems. You build products where AI is the engine, not the gimmick. You understand prompt engineering is product development. You balance costs with user experience. You create AI products people actually pay for and use daily.", "category": "data-ai", "tags": [ "ai", @@ -980,15 +979,15 @@ "ai", "wrapper", "product", - "building", - "products", - "wrap", - "apis", - "openai", - "anthropic", - "etc", - "people", - "pay" + "know", + "wrappers", + "get", + "bad", + "rap", + "good", + "ones", + "solve", + "real" ], "path": "skills/ai-wrapper-product/SKILL.md" }, @@ -1067,7 +1066,7 @@ { "id": "algorithmic-art", "name": "algorithmic-art", - "description": "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,...", + "description": "Algorithmic philosophies are computational aesthetic movements that are then expressed through code. Output .md files (philosophy), .html files (interactive viewer), and .js files (generative algorithms).", "category": "general", "tags": [ "algorithmic", @@ -1076,23 +1075,23 @@ "triggers": [ "algorithmic", "art", - "creating", - "p5", - "js", - "seeded", - "randomness", - "interactive", - "parameter", - "exploration", - "users", - "request" + "philosophies", + "computational", + "aesthetic", + "movements", + "then", + "expressed", + "through", + "code", + "output", + "md" ], "path": "skills/algorithmic-art/SKILL.md" }, { "id": "alpha-vantage", "name": "alpha-vantage", - "description": "Access real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic indicators, and 50+ technical indicators via the Alpha Vantage API. Use when fetching stock prices (OHLCV), company fundamentals (income statement, balance sheet, cash...", + "description": "Access 20+ years of global financial data: equities, options, forex, crypto, commodities, economic indicators, and 50+ technical indicators.", "category": "data-ai", "tags": [ "alpha", @@ -1102,22 +1101,22 @@ "alpha", "vantage", "access", - "real", - "time", - "historical", - "stock", - "market", + "20", + "years", + "global", + "financial", "data", + "equities", + "options", "forex", - "rates", - "cryptocurrency" + "crypto" ], "path": "skills/alpha-vantage/SKILL.md" }, { "id": "amazon-alexa", "name": "amazon-alexa", - "description": "Integracao completa com Amazon Alexa para criar skills de voz inteligentes, transformar Alexa em assistente com Claude como cerebro (projeto Auri) e integrar com AWS ecosystem (Lambda, DynamoDB,...", + "description": "Integracao completa com Amazon Alexa para criar skills de voz inteligentes, transformar Alexa em assistente com Claude como cerebro (projeto Auri) e integrar com AWS ecosystem (Lambda, DynamoDB, Polly, Transcribe, Lex, Smart Home).", "category": "general", "tags": [ "voice", @@ -1169,7 +1168,7 @@ { "id": "analytics-product", "name": "analytics-product", - "description": "Analytics de produto — PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto. Ativar para: configurar tracking de eventos, criar funil de...", + "description": "Analytics de produto — PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto.", "category": "data-ai", "tags": [ "analytics", @@ -1247,7 +1246,7 @@ { "id": "andrej-karpathy", "name": "andrej-karpathy", - "description": "Agente que simula Andrej Karpathy — ex-Director of AI da Tesla, co-fundador da OpenAI, fundador da Eureka Labs, e o maior educador de deep learning do mundo. Use quando quiser: aprender deep...", + "description": "Agente que simula Andrej Karpathy — ex-Director of AI da Tesla, co-fundador da OpenAI, fundador da Eureka Labs, e o maior educador de deep learning do mundo.", "category": "data-ai", "tags": [ "persona", @@ -1369,7 +1368,7 @@ { "id": "angular-migration", "name": "angular-migration", - "description": "Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ...", + "description": "Master AngularJS to Angular migration, including hybrid apps, component conversion, dependency injection changes, and routing migration.", "category": "general", "tags": [ "angular", @@ -1378,16 +1377,16 @@ "triggers": [ "angular", "migration", - "migrate", "angularjs", + "including", "hybrid", - "mode", - "incremental", + "apps", "component", - "rewriting", + "conversion", "dependency", "injection", - "updates" + "changes", + "routing" ], "path": "skills/angular-migration/SKILL.md" }, @@ -1468,8 +1467,8 @@ { "id": "anti-reversing-techniques", "name": "anti-reversing-techniques", - "description": "Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u...", - "category": "general", + "description": "AUTHORIZED USE ONLY: This skill contains dual-use security techniques. Before proceeding with any bypass or analysis: > 1.", + "category": "security", "tags": [ "anti", "reversing", @@ -1479,15 +1478,15 @@ "anti", "reversing", "techniques", - "understand", - "obfuscation", - "protection", - "encountered", - "during", - "software", - "analysis", - "analyzing", - "protected" + "authorized", + "skill", + "contains", + "dual", + "security", + "before", + "proceeding", + "any", + "bypass" ], "path": "skills/anti-reversing-techniques/SKILL.md" }, @@ -1569,7 +1568,7 @@ { "id": "api-design-principles", "name": "api-design-principles", - "description": "Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing...", + "description": "Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time.", "category": "development", "tags": [ "api", @@ -1586,8 +1585,8 @@ "apis", "delight", "developers", - "designing", - "new" + "stand", + "test" ], "path": "skills/api-design-principles/SKILL.md" }, @@ -1692,7 +1691,7 @@ { "id": "api-fuzzing-bug-bounty", "name": "api-fuzzing-bug-bounty", - "description": "This skill should be used when the user asks to \"test API security\", \"fuzz APIs\", \"find IDOR vulnerabilities\", \"test REST API\", \"test GraphQL\", \"API penetration testing\", \"bug b...", + "description": "Provide comprehensive techniques for testing REST, SOAP, and GraphQL APIs during bug bounty hunting and penetration testing engagements. Covers vulnerability discovery, authentication bypass, IDOR exploitation, and API-specific attack vectors.", "category": "security", "tags": [ "api", @@ -1705,14 +1704,14 @@ "fuzzing", "bug", "bounty", - "skill", - "should", - "used", - "user", - "asks", - "test", - "security", - "fuzz" + "provide", + "techniques", + "testing", + "rest", + "soap", + "graphql", + "apis", + "during" ], "path": "skills/api-fuzzing-bug-bounty/SKILL.md" }, @@ -1821,8 +1820,8 @@ { "id": "apify-actor-development", "name": "apify-actor-development", - "description": "Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto...", - "category": "infrastructure", + "description": "Important: Before you begin, fill in the generatedBy property in the meta section of .actor/actor.json. Replace it with the tool and model you're currently using, such as \"Claude Code with Claude Sonnet 4.5\". This helps Apify monitor and improve AGENTS.md for specific AI tools and models.", + "category": "data-ai", "tags": [ "apify", "actor" @@ -1831,23 +1830,23 @@ "apify", "actor", "development", - "develop", - "debug", - "deploy", - "actors", - "serverless", - "cloud", - "programs", - "web", - "scraping" + "important", + "before", + "begin", + "fill", + "generatedby", + "property", + "meta", + "section", + "json" ], "path": "skills/apify-actor-development/SKILL.md" }, { "id": "apify-actorization", "name": "apify-actorization", - "description": "Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us...", - "category": "infrastructure", + "description": "Actorization converts existing software into reusable serverless applications compatible with the Apify platform. Actors are programs packaged as Docker images that accept well-defined JSON input, perform an action, and optionally produce structured JSON output.", + "category": "general", "tags": [ "apify", "actorization" @@ -1855,16 +1854,16 @@ "triggers": [ "apify", "actorization", - "convert", + "converts", "existing", - "actors", + "software", + "reusable", "serverless", - "cloud", - "programs", - "actorize", - "javascript", - "typescript", - "sdk" + "applications", + "compatible", + "platform", + "actors", + "programs" ], "path": "skills/apify-actorization/SKILL.md" }, @@ -1896,7 +1895,7 @@ { "id": "apify-brand-reputation-monitoring", "name": "apify-brand-reputation-monitoring", - "description": "Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze...", + "description": "Scrape reviews, ratings, and brand mentions from multiple platforms using Apify Actors.", "category": "infrastructure", "tags": [ "apify", @@ -1909,14 +1908,13 @@ "brand", "reputation", "monitoring", - "track", + "scrape", "reviews", "ratings", - "sentiment", "mentions", - "google", - "maps", - "booking" + "multiple", + "platforms", + "actors" ], "path": "skills/apify-brand-reputation-monitoring/SKILL.md" }, @@ -1975,7 +1973,7 @@ { "id": "apify-ecommerce", "name": "apify-ecommerce", - "description": "Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi...", + "description": "Extract product data, prices, reviews, and seller information from any e-commerce platform using Apify's E-commerce Scraping Tool.", "category": "data-ai", "tags": [ "apify", @@ -1984,16 +1982,16 @@ "triggers": [ "apify", "ecommerce", - "scrape", - "commerce", + "extract", + "product", "data", - "pricing", - "intelligence", - "customer", + "prices", "reviews", "seller", - "discovery", - "amazon" + "information", + "any", + "commerce", + "platform" ], "path": "skills/apify-ecommerce/SKILL.md" }, @@ -2026,7 +2024,7 @@ { "id": "apify-lead-generation", "name": "apify-lead-generation", - "description": "Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis...", + "description": "Scrape leads from multiple platforms using Apify Actors.", "category": "general", "tags": [ "apify", @@ -2037,15 +2035,11 @@ "apify", "lead", "generation", - "generates", - "b2b", - "b2c", + "scrape", "leads", - "scraping", - "google", - "maps", - "websites", - "instagram" + "multiple", + "platforms", + "actors" ], "path": "skills/apify-lead-generation/SKILL.md" }, @@ -2103,7 +2097,7 @@ { "id": "apify-ultimate-scraper", "name": "apify-ultimate-scraper", - "description": "Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener...", + "description": "AI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task.", "category": "data-ai", "tags": [ "apify", @@ -2114,15 +2108,15 @@ "apify", "ultimate", "scraper", - "universal", "ai", - "powered", - "web", - "any", - "platform", - "scrape", + "driven", "data", - "instagram" + "extraction", + "55", + "actors", + "all", + "major", + "platforms" ], "path": "skills/apify-ultimate-scraper/SKILL.md" }, @@ -2293,7 +2287,7 @@ { "id": "architecture-decision-records", "name": "architecture-decision-records", - "description": "Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect...", + "description": "Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions.", "category": "architecture", "tags": [ "architecture", @@ -2304,22 +2298,22 @@ "architecture", "decision", "records", - "write", - "maintain", + "creating", + "maintaining", + "managing", "adrs", - "following", - "technical", - "documentation", - "documenting", - "significant", - "decisions" + "capture", + "context", + "rationale", + "behind", + "significant" ], "path": "skills/architecture-decision-records/SKILL.md" }, { "id": "architecture-patterns", "name": "architecture-patterns", - "description": "Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ...", + "description": "Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems.", "category": "development", "tags": [ "architecture" @@ -2333,10 +2327,9 @@ "hexagonal", "domain", "driven", - "architecting", - "complex", - "refactoring", - "existing" + "maintainable", + "testable", + "scalable" ], "path": "skills/architecture-patterns/SKILL.md" }, @@ -2449,31 +2442,31 @@ { "id": "astropy", "name": "astropy", - "description": "Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and...", + "description": "Astropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis.", "category": "data-ai", "tags": [ "astropy" ], "triggers": [ "astropy", + "core", "python", - "library", + "package", "astronomy", - "astrophysics", - "skill", - "should", - "used", - "working", + "providing", + "essential", + "functionality", "astronomical", + "research", "data", - "including" + "analysis" ], "path": "skills/astropy/SKILL.md" }, { "id": "async-python-patterns", "name": "async-python-patterns", - "description": "Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-...", + "description": "Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance, non-blocking systems.", "category": "development", "tags": [ "async", @@ -2482,16 +2475,16 @@ "triggers": [ "async", "python", + "guidance", + "implementing", + "asynchronous", + "applications", "asyncio", "concurrent", "programming", "await", - "high", - "performance", - "applications", "building", - "apis", - "bound" + "high" ], "path": "skills/async-python-patterns/SKILL.md" }, @@ -2605,7 +2598,7 @@ { "id": "auri-core", "name": "auri-core", - "description": "Auri: assistente de voz inteligente (Alexa + Claude claude-opus-4-20250805). Visao do produto, persona Vitoria Neural, stack AWS, modelo Free/Pro/Business/Enterprise, roadmap 4 fases, GTM, north...", + "description": "Auri: assistente de voz inteligente (Alexa + Claude claude-opus-4-20250805). Visao do produto, persona Vitoria Neural, stack AWS, modelo Free/Pro/Business/Enterprise, roadmap 4 fases, GTM, north star WAC e analise competitiva.", "category": "business", "tags": [ "voice-assistant", @@ -2632,32 +2625,27 @@ { "id": "auth-implementation-patterns", "name": "auth-implementation-patterns", - "description": "Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A...", + "description": "Build secure, scalable authentication and authorization systems using industry-standard patterns and modern best practices.", "category": "security", "tags": [ "auth" ], "triggers": [ "auth", - "authentication", - "authorization", - "including", - "jwt", - "oauth2", - "session", - "rbac", "secure", "scalable", - "access", - "control" + "authentication", + "authorization", + "industry", + "standard" ], "path": "skills/auth-implementation-patterns/SKILL.md" }, { "id": "autonomous-agent-patterns", "name": "autonomous-agent-patterns", - "description": "Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ...", - "category": "data-ai", + "description": "Design patterns for building autonomous coding agents, inspired by [Cline](https://github.com/cline/cline) and [OpenAI Codex](https://github.com/openai/codex).", + "category": "architecture", "tags": [ "autonomous", "agent" @@ -2668,20 +2656,20 @@ "building", "coding", "agents", - "covers", - "integration", - "permission", - "browser", - "automation", - "human", - "loop" + "inspired", + "cline", + "https", + "github", + "com", + "openai", + "codex" ], "path": "skills/autonomous-agent-patterns/SKILL.md" }, { "id": "autonomous-agents", "name": "autonomous-agents", - "description": "Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'...", + "description": "You are an agent architect who has learned the hard lessons of autonomous AI. You've seen the gap between impressive demos and production disasters. You know that a 95% success rate per step means only 60% by step 10.", "category": "data-ai", "tags": [ "autonomous", @@ -2690,16 +2678,16 @@ "triggers": [ "autonomous", "agents", + "agent", + "architect", + "who", + "learned", + "hard", + "lessons", "ai", - "independently", - "decompose", - "goals", - "plan", - "actions", - "execute", - "self", - "correct", - "without" + "ve", + "seen", + "gap" ], "path": "skills/autonomous-agents/SKILL.md" }, @@ -2847,8 +2835,8 @@ { "id": "aws-penetration-testing", "name": "aws-penetration-testing", - "description": "This skill should be used when the user asks to \"pentest AWS\", \"test AWS security\", \"enumerate IAM\", \"exploit cloud infrastructure\", \"AWS privilege escalation\", \"S3 bucket testing...", - "category": "security", + "description": "Provide comprehensive techniques for penetration testing AWS cloud environments. Covers IAM enumeration, privilege escalation, SSRF to metadata endpoint, S3 bucket exploitation, Lambda code extraction, and persistence techniques for red team operations.", + "category": "infrastructure", "tags": [ "aws", "penetration" @@ -2857,23 +2845,23 @@ "aws", "penetration", "testing", - "skill", - "should", - "used", - "user", - "asks", - "pentest", - "test", - "security", - "enumerate" + "provide", + "techniques", + "cloud", + "environments", + "covers", + "iam", + "enumeration", + "privilege", + "escalation" ], "path": "skills/aws-penetration-testing/SKILL.md" }, { "id": "aws-serverless", "name": "aws-serverless", - "description": "Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt...", - "category": "infrastructure", + "description": "Proper Lambda function structure with error handling", + "category": "general", "tags": [ "aws", "serverless" @@ -2881,16 +2869,12 @@ "triggers": [ "aws", "serverless", - "specialized", - "skill", - "building", - "applications", - "covers", + "proper", "lambda", - "functions", - "api", - "gateway", - "dynamodb" + "function", + "structure", + "error", + "handling" ], "path": "skills/aws-serverless/SKILL.md" }, @@ -2942,7 +2926,7 @@ { "id": "azd-deployment", "name": "azd-deployment", - "description": "Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont...", + "description": "Deploy containerized frontend + backend applications to Azure Container Apps with remote builds, managed identity, and idempotent infrastructure.", "category": "infrastructure", "tags": [ "azd", @@ -2953,14 +2937,14 @@ "deployment", "deploy", "containerized", + "frontend", + "backend", "applications", "azure", "container", "apps", - "developer", - "cli", - "setting", - "up" + "remote", + "managed" ], "path": "skills/azd-deployment/SKILL.md" }, @@ -3050,7 +3034,7 @@ { "id": "azure-ai-contentsafety-java", "name": "azure-ai-contentsafety-java", - "description": "Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten...", + "description": "Build content moderation applications using the Azure AI Content Safety SDK for Java.", "category": "data-ai", "tags": [ "azure", @@ -3067,10 +3051,7 @@ "moderation", "applications", "safety", - "sdk", - "implementing", - "text", - "image" + "sdk" ], "path": "skills/azure-ai-contentsafety-java/SKILL.md" }, @@ -3104,7 +3085,7 @@ { "id": "azure-ai-contentsafety-ts", "name": "azure-ai-contentsafety-ts", - "description": "Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten...", + "description": "Analyze text and images for harmful content with customizable blocklists.", "category": "data-ai", "tags": [ "azure", @@ -3122,9 +3103,8 @@ "images", "harmful", "content", - "safety", - "rest", - "moderating" + "customizable", + "blocklists" ], "path": "skills/azure-ai-contentsafety-ts/SKILL.md" }, @@ -3186,7 +3166,7 @@ { "id": "azure-ai-document-intelligence-ts", "name": "azure-ai-document-intelligence-ts", - "description": "Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu...", + "description": "Extract text, tables, and structured data from documents using prebuilt and custom models.", "category": "data-ai", "tags": [ "azure", @@ -3207,14 +3187,14 @@ "structured", "data", "documents", - "rest" + "prebuilt" ], "path": "skills/azure-ai-document-intelligence-ts/SKILL.md" }, { "id": "azure-ai-formrecognizer-java", "name": "azure-ai-formrecognizer-java", - "description": "Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi...", + "description": "Build document analysis applications using the Azure AI Document Intelligence SDK for Java.", "category": "data-ai", "tags": [ "azure", @@ -3231,10 +3211,7 @@ "analysis", "applications", "intelligence", - "form", - "recognizer", - "sdk", - "extracting" + "sdk" ], "path": "skills/azure-ai-formrecognizer-java/SKILL.md" }, @@ -3347,7 +3324,7 @@ { "id": "azure-ai-projects-py", "name": "azure-ai-projects-py", - "description": "Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua...", + "description": "Build AI applications on Microsoft Foundry using the azure-ai-projects SDK.", "category": "data-ai", "tags": [ "azure", @@ -3359,21 +3336,16 @@ "ai", "py", "applications", - "python", - "sdk", - "working", + "microsoft", "foundry", - "clients", - "creating", - "versioned", - "agents" + "sdk" ], "path": "skills/azure-ai-projects-py/SKILL.md" }, { "id": "azure-ai-projects-ts", "name": "azure-ai-projects-ts", - "description": "Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation...", + "description": "High-level SDK for Azure AI Foundry projects with agents, connections, deployments, and evaluations.", "category": "data-ai", "tags": [ "azure", @@ -3384,15 +3356,14 @@ "azure", "ai", "ts", - "applications", + "high", + "level", "sdk", - "javascript", - "working", "foundry", - "clients", "agents", "connections", - "deployments" + "deployments", + "evaluations" ], "path": "skills/azure-ai-projects-ts/SKILL.md" }, @@ -3509,7 +3480,7 @@ { "id": "azure-ai-translation-ts", "name": "azure-ai-translation-ts", - "description": "Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter...", + "description": "Text and document translation with REST-style clients.", "category": "data-ai", "tags": [ "azure", @@ -3522,14 +3493,11 @@ "ai", "translation", "ts", - "applications", - "sdks", - "javascript", - "rest", "text", "document", - "implementing", - "transliter" + "rest", + "style", + "clients" ], "path": "skills/azure-ai-translation-ts/SKILL.md" }, @@ -3646,7 +3614,7 @@ { "id": "azure-ai-voicelive-py", "name": "azure-ai-voicelive-py", - "description": "Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with...", + "description": "Build real-time voice AI applications with bidirectional WebSocket communication.", "category": "data-ai", "tags": [ "azure", @@ -3663,10 +3631,9 @@ "time", "voice", "applications", - "live", - "sdk", - "skill", - "creating" + "bidirectional", + "websocket", + "communication" ], "path": "skills/azure-ai-voicelive-py/SKILL.md" }, @@ -3752,8 +3719,8 @@ { "id": "azure-appconfiguration-ts", "name": "azure-appconfiguration-ts", - "description": "Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o...", - "category": "development", + "description": "Centralized configuration management with feature flags and dynamic refresh.", + "category": "general", "tags": [ "azure", "appconfiguration", @@ -3763,22 +3730,19 @@ "azure", "appconfiguration", "ts", - "applications", - "app", + "centralized", "configuration", - "sdk", - "javascript", - "working", - "settings", "feature", - "flags" + "flags", + "dynamic", + "refresh" ], "path": "skills/azure-appconfiguration-ts/SKILL.md" }, { "id": "azure-communication-callautomation-java", "name": "azure-communication-callautomation-java", - "description": "Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-...", + "description": "Build server-side call automation workflows including IVR systems, call routing, recording, and AI-powered interactions.", "category": "data-ai", "tags": [ "azure", @@ -3791,21 +3755,21 @@ "communication", "callautomation", "java", + "server", + "side", "call", "automation", - "sdk", - "implementing", + "including", "ivr", "routing", - "recording", - "dtmf" + "recording" ], "path": "skills/azure-communication-callautomation-java/SKILL.md" }, { "id": "azure-communication-callingserver-java", "name": "azure-communication-callingserver-java", - "description": "Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le...", + "description": "⚠️ DEPRECATED: This SDK has been renamed to Call Automation. For new projects, use azure-communication-callautomation instead. This skill is for maintaining legacy code only.", "category": "development", "tags": [ "azure", @@ -3818,21 +3782,21 @@ "communication", "callingserver", "java", - "legacy", - "sdk", - "note", "deprecated", - "callautomation", - "instead", + "sdk", + "been", + "renamed", + "call", + "automation", "new", - "skill" + "callautomation" ], "path": "skills/azure-communication-callingserver-java/SKILL.md" }, { "id": "azure-communication-chat-java", "name": "azure-communication-chat-java", - "description": "Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha...", + "description": "Build real-time chat applications with thread management, messaging, participants, and read receipts.", "category": "development", "tags": [ "azure", @@ -3848,11 +3812,11 @@ "real", "time", "applications", - "sdk", - "implementing", - "threads", + "thread", "messaging", - "participants" + "participants", + "read", + "receipts" ], "path": "skills/azure-communication-chat-java/SKILL.md" }, @@ -3965,7 +3929,7 @@ { "id": "azure-cosmos-db-py", "name": "azure-cosmos-db-py", - "description": "Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service...", + "description": "Build production-grade Azure Cosmos DB NoSQL services following clean code, security best practices, and TDD principles.", "category": "security", "tags": [ "azure", @@ -3978,14 +3942,14 @@ "cosmos", "db", "py", - "nosql", - "python", - "fastapi", - "following", "grade", - "implementing", - "database", - "client" + "nosql", + "following", + "clean", + "code", + "security", + "tdd", + "principles" ], "path": "skills/azure-cosmos-db-py/SKILL.md" }, @@ -4096,7 +4060,7 @@ { "id": "azure-data-tables-java", "name": "azure-data-tables-java", - "description": "Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at...", + "description": "Build table storage applications using the Azure Tables SDK for Java. Works with both Azure Table Storage and Cosmos DB Table API.", "category": "data-ai", "tags": [ "azure", @@ -4113,10 +4077,10 @@ "storage", "applications", "sdk", - "working", + "works", + "both", "cosmos", - "db", - "api" + "db" ], "path": "skills/azure-data-tables-java/SKILL.md" }, @@ -4327,7 +4291,7 @@ { "id": "azure-eventhub-ts", "name": "azure-eventhub-ts", - "description": "Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event...", + "description": "High-throughput event streaming and real-time data ingestion.", "category": "data-ai", "tags": [ "azure", @@ -4338,23 +4302,22 @@ "azure", "eventhub", "ts", + "high", + "throughput", "event", "streaming", - "applications", - "hubs", - "sdk", - "javascript", - "implementing", - "high", - "throughput" + "real", + "time", + "data", + "ingestion" ], "path": "skills/azure-eventhub-ts/SKILL.md" }, { "id": "azure-functions", "name": "azure-functions", - "description": "Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ...", - "category": "development", + "description": "Modern .NET execution model with process isolation", + "category": "workflow", "tags": [ "azure", "functions" @@ -4362,16 +4325,11 @@ "triggers": [ "azure", "functions", - "development", - "including", - "isolated", - "worker", + "net", + "execution", "model", - "durable", - "orchestration", - "cold", - "start", - "optimization" + "process", + "isolation" ], "path": "skills/azure-functions/SKILL.md" }, @@ -4404,8 +4362,8 @@ { "id": "azure-identity-java", "name": "azure-identity-java", - "description": "Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic...", - "category": "infrastructure", + "description": "Authenticate Java applications with Azure services using Microsoft Entra ID (Azure AD).", + "category": "development", "tags": [ "azure", "identity", @@ -4415,14 +4373,12 @@ "azure", "identity", "java", - "sdk", - "authentication", - "implementing", - "defaultazurecredential", - "managed", - "principal", - "any", - "applic" + "authenticate", + "applications", + "microsoft", + "entra", + "id", + "ad" ], "path": "skills/azure-identity-java/SKILL.md" }, @@ -4477,8 +4433,8 @@ { "id": "azure-identity-ts", "name": "azure-identity-ts", - "description": "Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i...", - "category": "infrastructure", + "description": "Authenticate to Azure services with various credential types.", + "category": "general", "tags": [ "azure", "identity", @@ -4489,13 +4445,9 @@ "identity", "ts", "authenticate", - "sdk", - "javascript", - "configuring", - "authentication", - "defaultazurecredential", - "managed", - "principals" + "various", + "credential", + "types" ], "path": "skills/azure-identity-ts/SKILL.md" }, @@ -5002,7 +4954,7 @@ { "id": "azure-mgmt-mongodbatlas-dotnet", "name": "azure-mgmt-mongodbatlas-dotnet", - "description": "Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M...", + "description": "Manage MongoDB Atlas Organizations as Azure ARM resources with unified billing through Azure Marketplace.", "category": "development", "tags": [ "azure", @@ -5020,9 +4972,9 @@ "organizations", "arm", "resources", - "resourcemanager", - "sdk", - "creating" + "unified", + "billing", + "through" ], "path": "skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md" }, @@ -5056,7 +5008,7 @@ { "id": "azure-microsoft-playwright-testing-ts", "name": "azure-microsoft-playwright-testing-ts", - "description": "Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline...", + "description": "Run Playwright tests at scale with cloud-hosted browsers and integrated Azure portal reporting.", "category": "infrastructure", "tags": [ "azure", @@ -5073,10 +5025,10 @@ "run", "tests", "scale", - "workspaces", - "formerly", - "scaling", - "browser" + "cloud", + "hosted", + "browsers", + "integrated" ], "path": "skills/azure-microsoft-playwright-testing-ts/SKILL.md" }, @@ -5218,7 +5170,7 @@ { "id": "azure-monitor-opentelemetry-ts", "name": "azure-monitor-opentelemetry-ts", - "description": "Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli...", + "description": "Auto-instrument Node.js applications with distributed tracing, metrics, and logs.", "category": "infrastructure", "tags": [ "azure", @@ -5231,14 +5183,14 @@ "monitor", "opentelemetry", "ts", + "auto", "instrument", + "node", + "js", "applications", - "javascript", - "adding", "distributed", "tracing", - "metrics", - "logs" + "metrics" ], "path": "skills/azure-monitor-opentelemetry-ts/SKILL.md" }, @@ -5554,7 +5506,7 @@ { "id": "azure-search-documents-ts", "name": "azure-search-documents-ts", - "description": "Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag...", + "description": "Build search applications with vector, hybrid, and semantic search capabilities.", "category": "data-ai", "tags": [ "azure", @@ -5568,13 +5520,10 @@ "documents", "ts", "applications", - "ai", - "sdk", - "javascript", - "creating", - "managing", - "indexes", - "implementing" + "vector", + "hybrid", + "semantic", + "capabilities" ], "path": "skills/azure-search-documents-ts/SKILL.md" }, @@ -5716,8 +5665,8 @@ { "id": "azure-servicebus-ts", "name": "azure-servicebus-ts", - "description": "Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri...", - "category": "infrastructure", + "description": "Enterprise messaging with queues, topics, and subscriptions.", + "category": "general", "tags": [ "azure", "servicebus", @@ -5727,12 +5676,8 @@ "azure", "servicebus", "ts", + "enterprise", "messaging", - "applications", - "bus", - "sdk", - "javascript", - "implementing", "queues", "topics", "subscriptions" @@ -5771,7 +5716,7 @@ { "id": "azure-storage-blob-java", "name": "azure-storage-blob-java", - "description": "Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da...", + "description": "Build blob storage applications using the Azure Storage Blob SDK for Java.", "category": "development", "tags": [ "azure", @@ -5785,13 +5730,7 @@ "blob", "java", "applications", - "sdk", - "uploading", - "downloading", - "managing", - "files", - "working", - "containers" + "sdk" ], "path": "skills/azure-storage-blob-java/SKILL.md" }, @@ -6013,8 +5952,8 @@ { "id": "azure-web-pubsub-ts", "name": "azure-web-pubsub-ts", - "description": "Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me...", - "category": "development", + "description": "Real-time messaging with WebSocket connections and pub/sub patterns.", + "category": "architecture", "tags": [ "azure", "web", @@ -6029,11 +5968,10 @@ "real", "time", "messaging", - "applications", - "sdks", - "javascript", - "client", - "implementing" + "websocket", + "connections", + "pub", + "sub" ], "path": "skills/azure-web-pubsub-ts/SKILL.md" }, @@ -6060,7 +5998,7 @@ { "id": "backend-dev-guidelines", "name": "backend-dev-guidelines", - "description": "Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid...", + "description": "(Node.js · Express · TypeScript · Microservices)", "category": "development", "tags": [ "backend", @@ -6071,15 +6009,11 @@ "backend", "dev", "guidelines", - "opinionated", - "development", - "standards", "node", "js", "express", "typescript", - "microservices", - "covers" + "microservices" ], "path": "skills/backend-dev-guidelines/SKILL.md" }, @@ -6135,7 +6069,7 @@ { "id": "backtesting-frameworks", "name": "backtesting-frameworks", - "description": "Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg...", + "description": "Build robust, production-grade backtesting systems that avoid common pitfalls and produce reliable strategy performance estimates.", "category": "general", "tags": [ "backtesting", @@ -6145,15 +6079,14 @@ "backtesting", "frameworks", "robust", - "trading", - "proper", - "handling", - "look", - "ahead", - "bias", - "survivorship", - "transaction", - "costs" + "grade", + "avoid", + "common", + "pitfalls", + "produce", + "reliable", + "performance", + "estimates" ], "path": "skills/backtesting-frameworks/SKILL.md" }, @@ -6477,7 +6410,7 @@ { "id": "bill-gates", "name": "bill-gates", - "description": "Agente que simula Bill Gates — cofundador da Microsoft, arquiteto da industria de software comercial, estrategista tecnologico global, investidor sistemico e filantropo baseado em dados. Use...", + "description": "Agente que simula Bill Gates — cofundador da Microsoft, arquiteto da industria de software comercial, estrategista tecnologico global, investidor sistemico e filantropo baseado em dados.", "category": "general", "tags": [ "persona", @@ -6504,7 +6437,7 @@ { "id": "billing-automation", "name": "billing-automation", - "description": "Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu...", + "description": "Master automated billing systems including recurring billing, invoice generation, dunning management, proration, and tax calculation.", "category": "workflow", "tags": [ "billing" @@ -6513,22 +6446,21 @@ "billing", "automation", "automated", + "including", "recurring", - "payments", - "invoicing", - "subscription", - "lifecycle", + "invoice", + "generation", "dunning", - "implementing", - "automating", - "managing" + "proration", + "tax", + "calculation" ], "path": "skills/billing-automation/SKILL.md" }, { "id": "binary-analysis-patterns", "name": "binary-analysis-patterns", - "description": "Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing...", + "description": "Comprehensive patterns and techniques for analyzing compiled binaries, understanding assembly code, and reconstructing program logic.", "category": "architecture", "tags": [ "binary" @@ -6536,40 +6468,40 @@ "triggers": [ "binary", "analysis", - "including", - "disassembly", - "decompilation", - "control", - "flow", - "code", - "recognition", + "techniques", "analyzing", - "executables", - "understanding" + "compiled", + "binaries", + "understanding", + "assembly", + "code", + "reconstructing", + "program", + "logic" ], "path": "skills/binary-analysis-patterns/SKILL.md" }, { "id": "biopython", "name": "biopython", - "description": "Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget;...", - "category": "workflow", + "description": "Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, structural bioinformatics, phylogenetics, and many other bioinformatics tasks.", + "category": "data-ai", "tags": [ "biopython" ], "triggers": [ "biopython", - "molecular", - "biology", - "toolkit", + "set", + "freely", + "available", + "python", + "biological", + "computation", + "provides", + "functionality", "sequence", "manipulation", - "file", - "parsing", - "fasta", - "genbank", - "pdb", - "phylogenetics" + "file" ], "path": "skills/biopython/SKILL.md" }, @@ -6624,32 +6556,26 @@ { "id": "blockrun", "name": "blockrun", - "description": "Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\\\"blockrun\\\", \\\"use grok\\\", \\\"use gpt\\\", \\\"da...", - "category": "data-ai", + "description": "BlockRun works with Claude Code and Google Antigravity.", + "category": "general", "tags": [ "blockrun" ], "triggers": [ "blockrun", - "user", - "capabilities", + "works", "claude", - "lacks", - "image", - "generation", - "real", - "time", - "twitter", - "data", - "explicitly" + "code", + "google", + "antigravity" ], "path": "skills/blockrun/SKILL.md" }, { "id": "blog-writing-guide", "name": "blog-writing-guide", - "description": "Write, review, and improve blog posts for the Sentry engineering blog following Sentry's specific writing standards, voice, and quality bar. Use this skill whenever someone asks to write a blog post, draft a technical article, review blog content, improve a draft, write a...", - "category": "general", + "description": "This skill enforces Sentry's blog writing standards across every post — whether you're helping an engineer write their first blog post or a marketer draft a product announcement.", + "category": "business", "tags": [ "blog", "writing" @@ -6657,16 +6583,16 @@ "triggers": [ "blog", "writing", - "write", - "review", - "improve", - "posts", + "skill", + "enforces", "sentry", - "engineering", - "following", - "specific", "standards", - "voice" + "every", + "post", + "whether", + "re", + "helping", + "engineer" ], "path": "skills/blog-writing-guide/SKILL.md" }, @@ -6697,8 +6623,8 @@ { "id": "box-automation", "name": "box-automation", - "description": "Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for...", - "category": "infrastructure", + "description": "Automate Box operations including file upload/download, content search, folder management, collaboration, metadata queries, and sign requests through Composio's Box toolkit.", + "category": "workflow", "tags": [ "box" ], @@ -6706,15 +6632,15 @@ "box", "automation", "automate", - "cloud", - "storage", "operations", "including", "file", "upload", "download", + "content", "search", - "folder" + "folder", + "collaboration" ], "path": "skills/box-automation/SKILL.md" }, @@ -6770,7 +6696,7 @@ { "id": "brand-guidelines-anthropic", "name": "brand-guidelines-anthropic", - "description": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...", + "description": "To access Anthropic's official brand identity and style resources, use this skill.", "category": "general", "tags": [ "brand", @@ -6781,22 +6707,19 @@ "brand", "guidelines", "anthropic", - "applies", + "access", "official", - "colors", - "typography", - "any", - "sort", - "artifact", - "may", - "benefit" + "identity", + "style", + "resources", + "skill" ], "path": "skills/brand-guidelines-anthropic/SKILL.md" }, { "id": "brand-guidelines-community", "name": "brand-guidelines-community", - "description": "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...", + "description": "To access Anthropic's official brand identity and style resources, use this skill.", "category": "general", "tags": [ "brand", @@ -6807,23 +6730,21 @@ "brand", "guidelines", "community", - "applies", + "access", "anthropic", "official", - "colors", - "typography", - "any", - "sort", - "artifact", - "may" + "identity", + "style", + "resources", + "skill" ], "path": "skills/brand-guidelines-community/SKILL.md" }, { "id": "brevo-automation", "name": "brevo-automation", - "description": "Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche...", - "category": "workflow", + "description": "Automate Brevo (formerly Sendinblue) email marketing operations through Composio's Brevo toolkit via Rube MCP.", + "category": "business", "tags": [ "brevo" ], @@ -6831,22 +6752,22 @@ "brevo", "automation", "automate", + "formerly", "sendinblue", - "tasks", - "via", - "rube", - "mcp", - "composio", "email", - "campaigns", - "edit" + "marketing", + "operations", + "through", + "composio", + "toolkit", + "via" ], "path": "skills/brevo-automation/SKILL.md" }, { "id": "broken-authentication", "name": "broken-authentication", - "description": "This skill should be used when the user asks to \"test for broken authentication vulnerabilities\", \"assess session management security\", \"perform credential stuffing tests\", \"evaluate ...", + "description": "Identify and exploit authentication and session management vulnerabilities in web applications. Broken authentication consistently ranks in the OWASP Top 10 and can lead to account takeover, identity theft, and unauthorized access to sensitive systems.", "category": "security", "tags": [ "broken", @@ -6855,48 +6776,48 @@ "triggers": [ "broken", "authentication", - "skill", - "should", - "used", - "user", - "asks", - "test", - "vulnerabilities", - "assess", + "identify", + "exploit", "session", - "security" + "vulnerabilities", + "web", + "applications", + "consistently", + "ranks", + "owasp", + "top" ], "path": "skills/broken-authentication/SKILL.md" }, { "id": "browser-automation", "name": "browser-automation", - "description": "Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an...", - "category": "data-ai", + "description": "You are a browser automation expert who has debugged thousands of flaky tests and built scrapers that run for years without breaking. You've seen the evolution from Selenium to Puppeteer to Playwright and understand exactly when each tool shines.", + "category": "workflow", "tags": [ "browser" ], "triggers": [ "browser", "automation", - "powers", - "web", - "testing", - "scraping", - "ai", - "agent", - "interactions", - "difference", - "between", - "flaky" + "who", + "debugged", + "thousands", + "flaky", + "tests", + "built", + "scrapers", + "run", + "years", + "without" ], "path": "skills/browser-automation/SKILL.md" }, { "id": "browser-extension-builder", "name": "browser-extension-builder", - "description": "Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ...", - "category": "architecture", + "description": "You extend the browser to give users superpowers. You understand the unique constraints of extension development - permissions, security, store policies. You build extensions that people install and actually use daily. You know the difference between a toy and a tool.", + "category": "security", "tags": [ "browser", "extension", @@ -6906,15 +6827,15 @@ "browser", "extension", "builder", - "building", - "extensions", - "solve", - "real", - "problems", - "chrome", - "firefox", - "cross", - "covers" + "extend", + "give", + "users", + "superpowers", + "understand", + "unique", + "constraints", + "development", + "permissions" ], "path": "skills/browser-extension-builder/SKILL.md" }, @@ -7009,7 +6930,7 @@ { "id": "bun-development", "name": "bun-development", - "description": "Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o...", + "description": "Fast, modern JavaScript/TypeScript development with the Bun runtime, inspired by [oven-sh/bun](https://github.com/oven-sh/bun).", "category": "development", "tags": [ "bun" @@ -7017,23 +6938,23 @@ "triggers": [ "bun", "development", + "fast", "javascript", "typescript", "runtime", - "covers", - "package", - "bundling", - "testing", - "migration", - "node", - "js" + "inspired", + "oven", + "sh", + "https", + "github", + "com" ], "path": "skills/bun-development/SKILL.md" }, { "id": "burp-suite-testing", "name": "burp-suite-testing", - "description": "This skill should be used when the user asks to \"intercept HTTP traffic\", \"modify web requests\", \"use Burp Suite for testing\", \"perform web vulnerability scanning\", \"test with Burp ...", + "description": "Execute comprehensive web application security testing using Burp Suite's integrated toolset, including HTTP traffic interception and modification, request analysis and replay, automated vulnerability scanning, and manual testing workflows.", "category": "security", "tags": [ "burp", @@ -7043,15 +6964,15 @@ "burp", "suite", "testing", - "skill", - "should", - "used", - "user", - "asks", - "intercept", + "execute", + "web", + "application", + "security", + "integrated", + "toolset", + "including", "http", - "traffic", - "modify" + "traffic" ], "path": "skills/burp-suite-testing/SKILL.md" }, @@ -7340,24 +7261,24 @@ { "id": "canvas-design", "name": "canvas-design", - "description": "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ...", + "description": "These are instructions for creating design philosophies - aesthetic movements that are then EXPRESSED VISUALLY. Output only .md files, .pdf files, and .png files.", "category": "general", "tags": [ "canvas" ], "triggers": [ "canvas", - "beautiful", - "visual", - "art", - "png", - "pdf", - "documents", - "philosophy", - "should", - "skill", - "user", - "asks" + "these", + "instructions", + "creating", + "philosophies", + "aesthetic", + "movements", + "then", + "expressed", + "visually", + "output", + "md" ], "path": "skills/canvas-design/SKILL.md" }, @@ -7535,7 +7456,7 @@ { "id": "cc-skill-security-review", "name": "cc-skill-security-review", - "description": "Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a...", + "description": "This skill ensures all code follows security best practices and identifies potential vulnerabilities.", "category": "security", "tags": [ "cc", @@ -7547,14 +7468,13 @@ "skill", "security", "review", - "adding", - "authentication", - "handling", - "user", - "input", - "working", - "secrets", - "creating" + "ensures", + "all", + "code", + "follows", + "identifies", + "potential", + "vulnerabilities" ], "path": "skills/cc-skill-security-review/SKILL.md" }, @@ -7682,8 +7602,8 @@ { "id": "cicd-automation-workflow-automate", "name": "cicd-automation-workflow-automate", - "description": "You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i...", - "category": "infrastructure", + "description": "You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design and implement automation that reduces manual work, improves consistency, and accelerates delivery while maintaining quality and security.", + "category": "security", "tags": [ "cicd", "automate" @@ -7731,7 +7651,7 @@ { "id": "cirq", "name": "cirq", - "description": "Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For IBM hardware use qiskit; for quantum...", + "description": "Cirq is Google Quantum AI's open-source framework for designing, simulating, and running quantum circuits on quantum computers and simulators.", "category": "data-ai", "tags": [ "cirq" @@ -7740,39 +7660,34 @@ "cirq", "google", "quantum", - "computing", - "framework", - "targeting", "ai", - "hardware", + "open", + "source", + "framework", "designing", - "noise", - "aware", - "circuits" + "simulating", + "running", + "circuits", + "computers" ], "path": "skills/cirq/SKILL.md" }, { "id": "citation-management", "name": "citation-management", - "description": "Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation...", - "category": "general", + "description": "Manage citations systematically throughout the research and writing process.", + "category": "workflow", "tags": [ "citation" ], "triggers": [ "citation", - "academic", + "citations", + "systematically", + "throughout", "research", - "search", - "google", - "scholar", - "pubmed", - "papers", - "extract", - "accurate", - "metadata", - "validate" + "writing", + "process" ], "path": "skills/citation-management/SKILL.md" }, @@ -7855,7 +7770,7 @@ { "id": "claude-code-expert", "name": "claude-code-expert", - "description": "Especialista profundo em Claude Code - CLI da Anthropic. Maximiza produtividade com atalhos, hooks, MCPs, configuracoes avancadas, workflows, CLAUDE.md, memoria, sub-agentes, permissoes e...", + "description": "Especialista profundo em Claude Code - CLI da Anthropic. Maximiza produtividade com atalhos, hooks, MCPs, configuracoes avancadas, workflows, CLAUDE.md, memoria, sub-agentes, permissoes e integracao com ecossistemas.", "category": "general", "tags": [ "claude-code", @@ -7882,8 +7797,8 @@ { "id": "claude-code-guide", "name": "claude-code-guide", - "description": "Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies \\\"Thinking\\\" keywords, debugging techniques, and best practices for interacting wit...", - "category": "general", + "description": "To provide a comprehensive reference for configuring and using Claude Code (the agentic coding tool) to its full potential. This skill synthesizes best practices, configuration templates, and advanced usage patterns.", + "category": "architecture", "tags": [ "claude", "code" @@ -7891,24 +7806,24 @@ "triggers": [ "claude", "code", - "effectively", - "includes", - "configuration", - "prompting", - "thinking", - "keywords", - "debugging", - "techniques", - "interacting", - "wit" + "provide", + "reference", + "configuring", + "agentic", + "coding", + "full", + "potential", + "skill", + "synthesizes", + "configuration" ], "path": "skills/claude-code-guide/SKILL.md" }, { "id": "claude-d3js-skill", "name": "claude-d3js-skill", - "description": "Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua...", - "category": "infrastructure", + "description": "This skill provides guidance for creating sophisticated, interactive data visualisations using d3.js.", + "category": "data-ai", "tags": [ "claude", "d3js", @@ -7918,15 +7833,15 @@ "claude", "d3js", "skill", + "provides", + "guidance", "creating", + "sophisticated", "interactive", "data", "visualisations", "d3", - "js", - "should", - "used", - "custom" + "js" ], "path": "skills/claude-d3js-skill/SKILL.md" }, @@ -8081,7 +7996,7 @@ { "id": "clean-code", "name": "clean-code", - "description": "Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio...", + "description": "This skill embodies the principles of \"Clean Code\" by Robert C. Martin (Uncle Bob). Use it to transform \"code that works\" into \"code that is clean.\"", "category": "general", "tags": [ "clean", @@ -8090,16 +8005,15 @@ "triggers": [ "clean", "code", - "applies", + "skill", + "embodies", "principles", "robert", "martin", - "skill", - "writing", - "reviewing", - "refactoring", - "high", - "quality" + "uncle", + "bob", + "transform", + "works" ], "path": "skills/clean-code/SKILL.md" }, @@ -8253,7 +8167,7 @@ { "id": "cloud-penetration-testing", "name": "cloud-penetration-testing", - "description": "This skill should be used when the user asks to \"perform cloud penetration testing\", \"assess Azure or AWS or GCP security\", \"enumerate cloud resources\", \"exploit cloud misconfiguratio...", + "description": "Conduct comprehensive security assessments of cloud infrastructure across Microsoft Azure, Amazon Web Services (AWS), and Google Cloud Platform (GCP).", "category": "security", "tags": [ "cloud", @@ -8263,14 +8177,14 @@ "cloud", "penetration", "testing", - "skill", - "should", - "used", - "user", - "asks", - "perform", - "assess", + "conduct", + "security", + "assessments", + "infrastructure", + "microsoft", "azure", + "amazon", + "web", "aws" ], "path": "skills/cloud-penetration-testing/SKILL.md" @@ -8352,7 +8266,7 @@ { "id": "code-documentation-code-explain", "name": "code-documentation-code-explain", - "description": "You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl...", + "description": "You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable explanations for developers at all levels.", "category": "general", "tags": [ "code", @@ -8378,7 +8292,7 @@ { "id": "code-documentation-doc-generate", "name": "code-documentation-doc-generate", - "description": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...", + "description": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI-powered analysis and industry best practices.", "category": "data-ai", "tags": [ "code", @@ -8424,7 +8338,7 @@ { "id": "code-refactoring-refactor-clean", "name": "code-refactoring-refactor-clean", - "description": "You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its...", + "description": "You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its quality, maintainability, and performance.", "category": "architecture", "tags": [ "code", @@ -8527,7 +8441,7 @@ { "id": "code-review-excellence", "name": "code-review-excellence", - "description": "Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing...", + "description": "Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement.", "category": "general", "tags": [ "code", @@ -8537,15 +8451,15 @@ "code", "excellence", "review", - "effective", - "provide", + "transform", + "reviews", + "gatekeeping", + "knowledge", + "sharing", + "through", "constructive", "feedback", - "catch", - "bugs", - "early", - "foster", - "knowledge" + "systematic" ], "path": "skills/code-review-excellence/SKILL.md" }, @@ -8623,7 +8537,7 @@ { "id": "codebase-cleanup-deps-audit", "name": "codebase-cleanup-deps-audit", - "description": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...", + "description": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies.", "category": "security", "tags": [ "codebase", @@ -8650,7 +8564,7 @@ { "id": "codebase-cleanup-refactor-clean", "name": "codebase-cleanup-refactor-clean", - "description": "You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its...", + "description": "You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its quality, maintainability, and performance.", "category": "architecture", "tags": [ "codebase", @@ -8776,7 +8690,7 @@ { "id": "competitive-landscape", "name": "competitive-landscape", - "description": "This skill should be used when the user asks to \\\\\\\"analyze competitors\", \"assess competitive landscape\", \"identify differentiation\", \"evaluate market positioning\", \"apply Porter's Five Forces\",...", + "description": "Comprehensive frameworks for analyzing competition, identifying differentiation opportunities, and developing winning market positioning strategies.", "category": "business", "tags": [ "competitive", @@ -8785,23 +8699,23 @@ "triggers": [ "competitive", "landscape", - "skill", - "should", - "used", - "user", - "asks", - "analyze", - "competitors", - "assess", - "identify", - "differentiation" + "frameworks", + "analyzing", + "competition", + "identifying", + "differentiation", + "opportunities", + "developing", + "winning", + "market", + "positioning" ], "path": "skills/competitive-landscape/SKILL.md" }, { "id": "competitor-alternatives", "name": "competitor-alternatives", - "description": "When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa...", + "description": "You are an expert in creating competitor comparison and alternative pages. Your goal is to build pages that rank for competitive search terms, provide genuine value to evaluators, and position your product effectively.", "category": "business", "tags": [ "competitor", @@ -8810,16 +8724,16 @@ "triggers": [ "competitor", "alternatives", - "user", - "wants", + "creating", "comparison", "alternative", "pages", - "seo", - "sales", - "enablement", - "mentions", - "page" + "goal", + "rank", + "competitive", + "search", + "terms", + "provide" ], "path": "skills/competitor-alternatives/SKILL.md" }, @@ -8869,8 +8783,8 @@ { "id": "computer-use-agents", "name": "computer-use-agents", - "description": "Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so...", - "category": "data-ai", + "description": "The fundamental architecture of computer use agents: observe screen, reason about next action, execute action, repeat. This loop integrates vision models with action execution through an iterative pipeline.", + "category": "infrastructure", "tags": [ "computer", "use", @@ -8880,15 +8794,15 @@ "computer", "use", "agents", - "ai", - "interact", - "computers", - "like", - "humans", - "do", - "viewing", - "screens", - "moving" + "fundamental", + "architecture", + "observe", + "screen", + "reason", + "about", + "next", + "action", + "execute" ], "path": "skills/computer-use-agents/SKILL.md" }, @@ -9122,8 +9036,8 @@ { "id": "constant-time-analysis", "name": "constant-time-analysis", - "description": "Detects timing side-channel vulnerabilities in cryptographic code. Use when implementing or reviewing crypto code, encountering division on secrets, secret-dependent branches, or constant-time programming questions in C, C++, Go, Rust, Swift, Java, Kotlin, C#, PHP,...", - "category": "security", + "description": "Analyze cryptographic code to detect operations that leak secret data through execution timing variations.", + "category": "data-ai", "tags": [ "constant", "time" @@ -9132,22 +9046,22 @@ "constant", "time", "analysis", - "detects", - "timing", - "side", - "channel", - "vulnerabilities", + "analyze", "cryptographic", "code", - "implementing", - "reviewing" + "detect", + "operations", + "leak", + "secret", + "data", + "through" ], "path": "skills/constant-time-analysis/SKILL.md" }, { "id": "content-creator", "name": "content-creator", - "description": "Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media templates. Use when writing blog posts, creati...", + "description": "Professional-grade brand voice analysis, SEO optimization, and platform-specific content frameworks.", "category": "business", "tags": [ "content", @@ -9156,15 +9070,15 @@ "triggers": [ "content", "creator", - "seo", - "optimized", - "marketing", - "consistent", + "professional", + "grade", "brand", "voice", - "includes", - "analyzer", - "optimizer", + "analysis", + "seo", + "optimization", + "platform", + "specific", "frameworks" ], "path": "skills/content-creator/SKILL.md" @@ -9224,7 +9138,7 @@ { "id": "context-compression", "name": "context-compression", - "description": "This skill should be used when the user asks to \"compress context\", \"summarize conversation history\", \"implement compaction\", \"reduce token usage\", or mentions context compression, structured summarization, tokens-per-task optimization, or long-running agent sessions...", + "description": "When agent sessions generate millions of tokens of conversation history, compression becomes mandatory. The naive approach is aggressive compression to minimize tokens per request.", "category": "general", "tags": [ "compression" @@ -9232,23 +9146,23 @@ "triggers": [ "compression", "context", - "skill", - "should", - "used", - "user", - "asks", - "compress", - "summarize", + "agent", + "sessions", + "generate", + "millions", + "tokens", "conversation", "history", - "compaction" + "becomes", + "mandatory", + "naive" ], "path": "skills/context-compression/SKILL.md" }, { "id": "context-degradation", "name": "context-degradation", - "description": "This skill should be used when the user asks to \"diagnose context problems\", \"fix lost-in-middle issues\", \"debug agent failures\", \"understand context poisoning\", or mentions context degradation, attention patterns, context clash, context confusion, or agent performance...", + "description": "Language models exhibit predictable degradation patterns as context length increases. Understanding these patterns is essential for diagnosing failures and designing resilient systems.", "category": "architecture", "tags": [ "degradation" @@ -9256,24 +9170,24 @@ "triggers": [ "degradation", "context", - "skill", - "should", - "used", - "user", - "asks", - "diagnose", - "problems", - "fix", - "lost", - "middle" + "language", + "models", + "exhibit", + "predictable", + "length", + "increases", + "understanding", + "these", + "essential", + "diagnosing" ], "path": "skills/context-degradation/SKILL.md" }, { "id": "context-driven-development", "name": "context-driven-development", - "description": "Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and...", - "category": "business", + "description": "Guide for implementing and maintaining context as a managed artifact alongside code, enabling consistent AI interactions and team alignment through structured project documentation.", + "category": "data-ai", "tags": [ "driven" ], @@ -9281,39 +9195,39 @@ "driven", "context", "development", - "skill", - "working", - "conductor", - "methodology", - "managing", - "artifacts", - "understanding", - "relationship", - "between" + "implementing", + "maintaining", + "managed", + "artifact", + "alongside", + "code", + "enabling", + "consistent", + "ai" ], "path": "skills/context-driven-development/SKILL.md" }, { "id": "context-fundamentals", "name": "context-fundamentals", - "description": "This skill should be used when the user asks to \"understand context\", \"explain context windows\", \"design agent architecture\", \"debug context issues\", \"optimize context usage\", or discusses context components, attention mechanics, progressive disclosure, or context budgeting....", - "category": "architecture", + "description": "Context is the complete state available to a language model at inference time. It includes everything the model can attend to when generating responses: system instructions, tool definitions, retrieved documents, message history, and tool outputs.", + "category": "general", "tags": [ "fundamentals" ], "triggers": [ "fundamentals", "context", - "skill", - "should", - "used", - "user", - "asks", - "understand", - "explain", - "windows", - "agent", - "architecture" + "complete", + "state", + "available", + "language", + "model", + "inference", + "time", + "includes", + "everything", + "attend" ], "path": "skills/context-fundamentals/SKILL.md" }, @@ -9401,7 +9315,7 @@ { "id": "context-optimization", "name": "context-optimization", - "description": "This skill should be used when the user asks to \"optimize context\", \"reduce token costs\", \"improve context efficiency\", \"implement KV-cache optimization\", \"partition context\", or mentions context limits, observation masking, context budgeting, or extending effective context...", + "description": "Context optimization extends the effective capacity of limited context windows through strategic compression, masking, caching, and partitioning. The goal is not to magically increase context windows but to make better use of available capacity.", "category": "general", "tags": [ "optimization" @@ -9409,23 +9323,23 @@ "triggers": [ "optimization", "context", - "skill", - "should", - "used", - "user", - "asks", - "optimize", - "reduce", - "token", - "costs", - "improve" + "extends", + "effective", + "capacity", + "limited", + "windows", + "through", + "strategic", + "compression", + "masking", + "caching" ], "path": "skills/context-optimization/SKILL.md" }, { "id": "context-window-management", "name": "context-window-management", - "description": "Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long...", + "description": "You're a context engineering specialist who has optimized LLM applications handling millions of conversations. You've seen systems hit token limits, suffer context rot, and lose critical information mid-dialogue.", "category": "data-ai", "tags": [ "window" @@ -9433,16 +9347,16 @@ "triggers": [ "window", "context", - "managing", + "re", + "engineering", + "who", + "optimized", "llm", - "windows", - "including", - "summarization", - "trimming", - "routing", - "avoiding", - "rot", - "token" + "applications", + "handling", + "millions", + "conversations", + "ve" ], "path": "skills/context-window-management/SKILL.md" }, @@ -9548,7 +9462,7 @@ { "id": "copilot-sdk", "name": "copilot-sdk", - "description": "Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen...", + "description": "Build applications that programmatically interact with GitHub Copilot. The SDK wraps the Copilot CLI via JSON-RPC, providing session management, custom tools, hooks, MCP server integration, and streaming across Node.js, Python, Go, and .NET.", "category": "development", "tags": [ "copilot", @@ -9558,22 +9472,22 @@ "copilot", "sdk", "applications", - "powered", + "programmatically", + "interact", "github", - "creating", - "programmatic", - "integrations", - "node", - "js", - "typescript", - "python" + "wraps", + "cli", + "via", + "json", + "rpc", + "providing" ], "path": "skills/copilot-sdk/SKILL.md" }, { "id": "copy-editing", "name": "copy-editing", - "description": "When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this ...", + "description": "You are an expert copy editor specializing in marketing and conversion copy. Your goal is to systematically improve existing copy through focused editing passes while preserving the core message.", "category": "business", "tags": [ "copy", @@ -9582,16 +9496,16 @@ "triggers": [ "copy", "editing", - "user", - "wants", - "edit", - "review", + "editor", + "specializing", + "marketing", + "conversion", + "goal", + "systematically", "improve", "existing", - "marketing", - "mentions", - "my", - "feedback" + "through", + "passes" ], "path": "skills/copy-editing/SKILL.md" }, @@ -9643,7 +9557,7 @@ { "id": "cost-optimization", "name": "cost-optimization", - "description": "Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c...", + "description": "Strategies and patterns for optimizing cloud costs across AWS, Azure, and GCP.", "category": "infrastructure", "tags": [ "cost", @@ -9652,16 +9566,12 @@ "triggers": [ "cost", "optimization", - "optimize", + "optimizing", "cloud", "costs", - "through", - "resource", - "rightsizing", - "tagging", - "reserved", - "instances", - "spending" + "aws", + "azure", + "gcp" ], "path": "skills/cost-optimization/SKILL.md" }, @@ -9792,7 +9702,7 @@ { "id": "cred-omega", "name": "cred-omega", - "description": "CISO operacional enterprise para gestao total de credenciais e segredos. Descobre, classifica, protege e governa TODAS as API keys, tokens, secrets, service accounts e credenciais em qualquer...", + "description": "CISO operacional enterprise para gestao total de credenciais e segredos.", "category": "security", "tags": [ "credentials", @@ -9820,32 +9730,32 @@ { "id": "crewai", "name": "crewai", - "description": "Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s...", - "category": "workflow", + "description": "You are an expert in designing collaborative AI agent teams with CrewAI. You think in terms of roles, responsibilities, and delegation. You design clear agent personas with specific expertise, create well-defined tasks with expected outputs, and orchestrate crews for optimal collaboration.", + "category": "data-ai", "tags": [ "crewai" ], "triggers": [ "crewai", - "leading", - "role", - "multi", + "designing", + "collaborative", + "ai", "agent", - "framework", - "used", - "60", - "fortune", - "500", - "companies", - "covers" + "teams", + "think", + "terms", + "roles", + "responsibilities", + "delegation", + "clear" ], "path": "skills/crewai/SKILL.md" }, { "id": "crypto-bd-agent", "name": "crypto-bd-agent", - "description": "Autonomous crypto business development patterns — multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain identity, LLM cascade routing, and...", - "category": "security", + "description": "Production-tested patterns for building AI agents that autonomously discover, > evaluate, and acquire token listings for cryptocurrency exchanges.", + "category": "data-ai", "tags": [ "crypto", "bd", @@ -9855,15 +9765,15 @@ "crypto", "bd", "agent", - "autonomous", - "business", - "development", - "multi", - "chain", - "token", - "discovery", - "100", - "point" + "tested", + "building", + "ai", + "agents", + "autonomously", + "discover", + "evaluate", + "acquire", + "token" ], "path": "skills/crypto-bd-agent/SKILL.md" }, @@ -10114,7 +10024,7 @@ { "id": "data-storytelling", "name": "data-storytelling", - "description": "Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present...", + "description": "Transform raw data into compelling narratives that drive decisions and inspire action.", "category": "data-ai", "tags": [ "data", @@ -10124,15 +10034,13 @@ "data", "storytelling", "transform", + "raw", "compelling", "narratives", - "visualization", - "context", - "persuasive", - "structure", - "presenting", - "analytics", - "stakeholders" + "drive", + "decisions", + "inspire", + "action" ], "path": "skills/data-storytelling/SKILL.md" }, @@ -10233,7 +10141,7 @@ { "id": "database-cloud-optimization-cost-optimize", "name": "database-cloud-optimization-cost-optimize", - "description": "You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ...", + "description": "You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and implement cost-effective architectures across AWS, Azure, and GCP.", "category": "infrastructure", "tags": [ "database", @@ -10283,7 +10191,7 @@ { "id": "database-migration", "name": "database-migration", - "description": "Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr...", + "description": "Master database schema and data migrations across ORMs (Sequelize, TypeORM, Prisma), including rollback strategies and zero-downtime deployments.", "category": "security", "tags": [ "database", @@ -10292,16 +10200,16 @@ "triggers": [ "database", "migration", - "execute", + "schema", + "data", "migrations", "orms", - "platforms", - "zero", - "downtime", - "data", - "transformation", + "sequelize", + "typeorm", + "prisma", + "including", "rollback", - "procedures" + "zero" ], "path": "skills/database-migration/SKILL.md" }, @@ -10409,7 +10317,7 @@ { "id": "dbos-golang", "name": "dbos-golang", - "description": "DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie...", + "description": "Guide for building reliable, fault-tolerant Go applications with DBOS durable workflows.", "category": "development", "tags": [ "dbos", @@ -10418,23 +10326,20 @@ "triggers": [ "dbos", "golang", - "go", - "sdk", "building", "reliable", "fault", "tolerant", + "go", "applications", - "durable", - "skill", - "writing" + "durable" ], "path": "skills/dbos-golang/SKILL.md" }, { "id": "dbos-python", "name": "dbos-python", - "description": "DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC...", + "description": "Guide for building reliable, fault-tolerant Python applications with DBOS durable workflows.", "category": "development", "tags": [ "dbos", @@ -10443,23 +10348,19 @@ "triggers": [ "dbos", "python", - "sdk", "building", "reliable", "fault", "tolerant", "applications", - "durable", - "skill", - "writing", - "code" + "durable" ], "path": "skills/dbos-python/SKILL.md" }, { "id": "dbos-typescript", "name": "dbos-typescript", - "description": "DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi...", + "description": "Guide for building reliable, fault-tolerant TypeScript applications with DBOS durable workflows.", "category": "development", "tags": [ "dbos", @@ -10468,23 +10369,19 @@ "triggers": [ "dbos", "typescript", - "sdk", "building", "reliable", "fault", "tolerant", "applications", - "durable", - "skill", - "writing", - "code" + "durable" ], "path": "skills/dbos-typescript/SKILL.md" }, { "id": "dbt-transformation-patterns", "name": "dbt-transformation-patterns", - "description": "Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ...", + "description": "Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing.", "category": "data-ai", "tags": [ "dbt", @@ -10494,15 +10391,13 @@ "dbt", "transformation", "data", - "analytics", - "engineering", + "including", "model", "organization", "testing", "documentation", "incremental", - "building", - "transformations" + "processing" ], "path": "skills/dbt-transformation-patterns/SKILL.md" }, @@ -10591,8 +10486,8 @@ { "id": "debug-buttercup", "name": "debug-buttercup", - "description": "Debugs the Buttercup CRS (Cyber Reasoning System) running on Kubernetes. Use when diagnosing pod crashes, restart loops, Redis failures, resource pressure, disk saturation, DinD issues, or any service misbehavior in the crs namespace. Covers triage, log analysis,...", - "category": "infrastructure", + "description": "All pods run in namespace crs. Key services:", + "category": "general", "tags": [ "debug", "buttercup" @@ -10600,16 +10495,12 @@ "triggers": [ "debug", "buttercup", - "debugs", + "all", + "pods", + "run", + "namespace", "crs", - "cyber", - "reasoning", - "running", - "kubernetes", - "diagnosing", - "pod", - "crashes", - "restart" + "key" ], "path": "skills/debug-buttercup/SKILL.md" }, @@ -10639,7 +10530,7 @@ { "id": "debugging-strategies", "name": "debugging-strategies", - "description": "Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss...", + "description": "Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.", "category": "general", "tags": [ "debugging", @@ -10648,16 +10539,16 @@ "triggers": [ "debugging", "strategies", + "transform", + "frustrating", + "guesswork", "systematic", - "techniques", - "profiling", - "root", - "cause", - "analysis", - "efficiently", - "track", - "down", - "bugs" + "problem", + "solving", + "proven", + "powerful", + "methodical", + "approaches" ], "path": "skills/debugging-strategies/SKILL.md" }, @@ -10682,8 +10573,8 @@ { "id": "deep-research", "name": "deep-research", - "description": "Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ...", - "category": "business", + "description": "Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports.", + "category": "general", "tags": [ "deep", "research" @@ -10691,16 +10582,15 @@ "triggers": [ "deep", "research", - "execute", + "run", "autonomous", - "multi", - "step", - "google", - "gemini", - "agent", - "market", - "analysis", - "competitive" + "tasks", + "plan", + "search", + "read", + "synthesize", + "information", + "reports" ], "path": "skills/deep-research/SKILL.md" }, @@ -10732,7 +10622,7 @@ { "id": "dependency-management-deps-audit", "name": "dependency-management-deps-audit", - "description": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...", + "description": "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies.", "category": "security", "tags": [ "dependency", @@ -10758,7 +10648,7 @@ { "id": "dependency-upgrade", "name": "dependency-upgrade", - "description": "Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea...", + "description": "Master major dependency version upgrades, compatibility analysis, staged upgrade strategies, and comprehensive testing approaches.", "category": "testing", "tags": [ "dependency", @@ -10773,10 +10663,8 @@ "compatibility", "analysis", "staged", - "rollout", "testing", - "upgrading", - "framework" + "approaches" ], "path": "skills/dependency-upgrade/SKILL.md" }, @@ -10803,8 +10691,8 @@ { "id": "deployment-pipeline-design", "name": "deployment-pipeline-design", - "description": "Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi...", - "category": "security", + "description": "Architecture patterns for multi-stage CI/CD pipelines with approval gates and deployment strategies.", + "category": "infrastructure", "tags": [ "deployment", "pipeline" @@ -10812,16 +10700,14 @@ "triggers": [ "deployment", "pipeline", + "architecture", "multi", "stage", "ci", "cd", "pipelines", "approval", - "gates", - "security", - "checks", - "orchestration" + "gates" ], "path": "skills/deployment-pipeline-design/SKILL.md" }, @@ -10987,7 +10873,7 @@ { "id": "devops-deploy", "name": "devops-deploy", - "description": "DevOps e deploy de aplicacoes — Docker, CI/CD com GitHub Actions, AWS Lambda, SAM, Terraform, infraestrutura como codigo e monitoramento. Ativar para: dockerizar aplicacao, configurar pipeline...", + "description": "DevOps e deploy de aplicacoes — Docker, CI/CD com GitHub Actions, AWS Lambda, SAM, Terraform, infraestrutura como codigo e monitoramento.", "category": "infrastructure", "tags": [ "devops", @@ -11057,7 +10943,7 @@ { "id": "differential-review", "name": "differential-review", - "description": "Performs security-focused differential review of code changes (PRs, commits, diffs). Adapts analysis depth to codebase size, uses git history for context, calculates blast radius, checks test coverage, and generates comprehensive markdown reports. Automatically...", + "description": "Security-focused code review for PRs, commits, and diffs.", "category": "security", "tags": [ "differential" @@ -11065,16 +10951,11 @@ "triggers": [ "differential", "review", - "performs", "security", "code", - "changes", "prs", "commits", - "diffs", - "adapts", - "analysis", - "depth" + "diffs" ], "path": "skills/differential-review/SKILL.md" }, @@ -11156,7 +11037,7 @@ { "id": "distributed-debugging-debug-trace", "name": "distributed-debugging-debug-trace", - "description": "You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an...", + "description": "You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, and establish troubleshooting practices for development and production environments.", "category": "infrastructure", "tags": [ "distributed", @@ -11183,7 +11064,7 @@ { "id": "distributed-tracing", "name": "distributed-tracing", - "description": "Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem...", + "description": "Implement distributed tracing with Jaeger and Tempo for request flow visibility across microservices.", "category": "infrastructure", "tags": [ "distributed", @@ -11194,14 +11075,10 @@ "tracing", "jaeger", "tempo", - "track", - "requests", - "microservices", - "identify", - "performance", - "bottlenecks", - "debugging", - "analyzing" + "request", + "flow", + "visibility", + "microservices" ], "path": "skills/distributed-tracing/SKILL.md" }, @@ -11273,8 +11150,8 @@ { "id": "doc-coauthoring", "name": "doc-coauthoring", - "description": "Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ...", - "category": "architecture", + "description": "This skill provides a structured workflow for guiding users through collaborative document creation. Act as an active guide, walking users through three stages: Context Gathering, Refinement & Structure, and Reader Testing.", + "category": "testing", "tags": [ "doc", "coauthoring" @@ -11282,23 +11159,23 @@ "triggers": [ "doc", "coauthoring", + "skill", + "provides", + "structured", + "guiding", "users", "through", - "structured", - "co", - "authoring", - "documentation", - "user", - "wants", - "write", - "proposals" + "collaborative", + "document", + "creation", + "act" ], "path": "skills/doc-coauthoring/SKILL.md" }, { "id": "docker-expert", "name": "docker-expert", - "description": "Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY f...", + "description": "You are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage builds, orchestration patterns, and production deployment strategies based on current industry best practices.", "category": "security", "tags": [ "docker" @@ -11306,16 +11183,16 @@ "triggers": [ "docker", "containerization", - "deep", + "practical", "knowledge", + "container", + "optimization", + "security", + "hardening", "multi", "stage", - "image", - "optimization", - "container", - "security", - "compose", - "orchestration" + "orchestration", + "deployment" ], "path": "skills/docker-expert/SKILL.md" }, @@ -11370,7 +11247,7 @@ { "id": "documentation-generation-doc-generate", "name": "documentation-generation-doc-generate", - "description": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...", + "description": "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI-powered analysis and industry best practices.", "category": "data-ai", "tags": [ "documentation", @@ -11443,7 +11320,7 @@ { "id": "docx-official", "name": "docx-official", - "description": "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document...", + "description": "A user may ask you to create, edit, or analyze the contents of a .docx file. A .docx file is essentially a ZIP archive containing XML files and other resources that you can read or edit. You have different tools and workflows available for different tasks.", "category": "general", "tags": [ "docx", @@ -11452,16 +11329,16 @@ "triggers": [ "docx", "official", - "document", - "creation", - "editing", - "analysis", - "tracked", - "changes", - "comments", - "formatting", - "preservation", - "text" + "user", + "may", + "ask", + "edit", + "analyze", + "contents", + "file", + "essentially", + "zip", + "archive" ], "path": "skills/docx-official/SKILL.md" }, @@ -11542,7 +11419,7 @@ { "id": "dotnet-backend-patterns", "name": "dotnet-backend-patterns", - "description": "Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio...", + "description": "Master C#/.NET patterns for building production-grade APIs, MCP servers, and enterprise backends with modern best practices (2024/2025).", "category": "development", "tags": [ "dotnet", @@ -11552,15 +11429,15 @@ "dotnet", "backend", "net", - "development", "building", - "robust", + "grade", "apis", "mcp", "servers", "enterprise", - "applications", - "covers" + "backends", + "2024", + "2025" ], "path": "skills/dotnet-backend-patterns/SKILL.md" }, @@ -11688,31 +11565,31 @@ { "id": "e2e-testing-patterns", "name": "e2e-testing-patterns", - "description": "Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky...", - "category": "infrastructure", + "description": "Build reliable, fast, and maintainable end-to-end test suites that provide confidence to ship code quickly and catch regressions before users do.", + "category": "architecture", "tags": [ "e2e" ], "triggers": [ "e2e", "testing", - "playwright", - "cypress", "reliable", + "fast", + "maintainable", "test", "suites", - "catch", - "bugs", - "improve", + "provide", "confidence", - "enable" + "ship", + "code", + "quickly" ], "path": "skills/e2e-testing-patterns/SKILL.md" }, { "id": "earllm-build", "name": "earllm-build", - "description": "Build, maintain, and extend the EarLLM One Android project — a Kotlin/Compose app that connects Bluetooth earbuds to an LLM via voice pipeline. Use this skill whenever working on the earbudllm...", + "description": "Build, maintain, and extend the EarLLM One Android project — a Kotlin/Compose app that connects Bluetooth earbuds to an LLM via voice pipeline.", "category": "infrastructure", "tags": [ "android", @@ -11788,7 +11665,7 @@ { "id": "elon-musk", "name": "elon-musk", - "description": "Agente que simula Elon Musk com profundidade psicologica e comunicacional de alta fidelidade. Ativado para: \"fale como Elon\", \"simule Elon Musk\", \"o que Elon diria sobre X\", \"first principles...", + "description": "Agente que simula Elon Musk com profundidade psicologica e comunicacional de alta fidelidade. Ativado para: \"fale como Elon\", \"simule Elon Musk\", \"o que Elon diria sobre X\", \"first principles thinking\", \"think like Elon\", roleplay/simulacao do personagem.", "category": "general", "tags": [ "persona", @@ -11815,8 +11692,8 @@ { "id": "email-sequence", "name": "email-sequence", - "description": "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campa...", - "category": "general", + "description": "You are an expert in email marketing and automation. Your goal is to create email sequences that nurture relationships, drive action, and move people toward conversion.", + "category": "business", "tags": [ "email", "sequence" @@ -11824,47 +11701,47 @@ "triggers": [ "email", "sequence", - "user", - "wants", - "optimize", - "drip", - "campaign", - "automated", - "flow", - "lifecycle", - "program", - "mentions" + "marketing", + "automation", + "goal", + "sequences", + "nurture", + "relationships", + "drive", + "action", + "move", + "people" ], "path": "skills/email-sequence/SKILL.md" }, { "id": "email-systems", "name": "email-systems", - "description": "Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders. This skill cov...", - "category": "business", + "description": "You are an email systems engineer who has maintained 99.9% deliverability across millions of emails. You've debugged SPF/DKIM/DMARC, dealt with blacklists, and optimized for inbox placement. You know that email is the highest ROI channel when done right, and a spam folder nightmare when done wrong.", + "category": "general", "tags": [ "email" ], "triggers": [ "email", - "highest", - "roi", - "any", - "marketing", - "channel", - "36", - "every", - "spent", - "yet", - "most", - "startups" + "engineer", + "who", + "maintained", + "99", + "deliverability", + "millions", + "emails", + "ve", + "debugged", + "spf", + "dkim" ], "path": "skills/email-systems/SKILL.md" }, { "id": "embedding-strategies", "name": "embedding-strategies", - "description": "Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom...", + "description": "Guide to selecting and optimizing embedding models for vector search applications.", "category": "data-ai", "tags": [ "embedding", @@ -11873,16 +11750,12 @@ "triggers": [ "embedding", "strategies", - "select", - "optimize", + "selecting", + "optimizing", "models", - "semantic", + "vector", "search", - "rag", - "applications", - "choosing", - "implementing", - "chunking" + "applications" ], "path": "skills/embedding-strategies/SKILL.md" }, @@ -11931,8 +11804,8 @@ { "id": "employment-contract-templates", "name": "employment-contract-templates", - "description": "Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR policies, or standardizing employment docume...", - "category": "business", + "description": "Templates and patterns for creating legally sound employment documentation including contracts, offer letters, and HR policies.", + "category": "architecture", "tags": [ "employment", "contract" @@ -11940,16 +11813,16 @@ "triggers": [ "employment", "contract", + "creating", + "legally", + "sound", + "documentation", + "including", "contracts", "offer", "letters", "hr", - "policy", - "documents", - "following", - "legal", - "drafting", - "agreements" + "policies" ], "path": "skills/employment-contract-templates/SKILL.md" }, @@ -12054,7 +11927,7 @@ { "id": "error-debugging-error-trace", "name": "error-debugging-error-trace", - "description": "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi...", + "description": "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging, and ensure teams can quickly identify and resolve production issues.", "category": "infrastructure", "tags": [ "error", @@ -12196,7 +12069,7 @@ { "id": "error-handling-patterns", "name": "error-handling-patterns", - "description": "Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling...", + "description": "Build resilient applications with robust error handling strategies that gracefully handle failures and provide excellent debugging experiences.", "category": "architecture", "tags": [ "error", @@ -12205,23 +12078,23 @@ "triggers": [ "error", "handling", - "languages", - "including", - "exceptions", - "result", - "types", - "propagation", - "graceful", - "degradation", "resilient", - "applications" + "applications", + "robust", + "gracefully", + "handle", + "failures", + "provide", + "excellent", + "debugging", + "experiences" ], "path": "skills/error-handling-patterns/SKILL.md" }, { "id": "ethical-hacking-methodology", "name": "ethical-hacking-methodology", - "description": "This skill should be used when the user asks to \"learn ethical hacking\", \"understand penetration testing lifecycle\", \"perform reconnaissance\", \"conduct security scanning\", \"exploit ...", + "description": "Master the complete penetration testing lifecycle from reconnaissance through reporting. This skill covers the five stages of ethical hacking methodology, essential tools, attack techniques, and professional reporting for authorized security assessments.", "category": "security", "tags": [ "ethical", @@ -12232,15 +12105,15 @@ "ethical", "hacking", "methodology", - "skill", - "should", - "used", - "user", - "asks", - "learn", - "understand", + "complete", "penetration", - "testing" + "testing", + "lifecycle", + "reconnaissance", + "through", + "reporting", + "skill", + "covers" ], "path": "skills/ethical-hacking-methodology/SKILL.md" }, @@ -12262,7 +12135,7 @@ { "id": "event-sourcing-architect", "name": "event-sourcing-architect", - "description": "Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e...", + "description": "Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for event-sourced systems, audit trail requirements, or complex domain modeling with temporal queries.", "category": "architecture", "tags": [ "event", @@ -12311,24 +12184,22 @@ { "id": "evolution", "name": "evolution", - "description": "CRITICAL: Use for makepad-skills self-evolution and contribution. Triggers on:\nevolve, evolution, contribute, contribution, self-improve, self-improvement,\nadd pattern, new pattern, capture learning, document solution,\nhooks, hook system, auto-trigger, skill...", + "description": "This skill enables makepad-skills to self-improve continuously during development.", "category": "general", "tags": [ "evolution" ], "triggers": [ "evolution", - "critical", + "skill", + "enables", "makepad", "skills", "self", - "contribution", - "triggers", - "evolve", - "contribute", "improve", - "improvement", - "add" + "continuously", + "during", + "development" ], "path": "skills/evolution/SKILL.md" }, @@ -12716,7 +12587,7 @@ { "id": "fastapi-router-py", "name": "fastapi-router-py", - "description": "Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add...", + "description": "Create FastAPI routers following established patterns with proper authentication, response models, and HTTP status codes.", "category": "development", "tags": [ "fastapi", @@ -12728,14 +12599,14 @@ "router", "py", "routers", - "crud", - "operations", - "authentication", - "dependencies", + "following", + "established", "proper", + "authentication", "response", "models", - "building" + "http", + "status" ], "path": "skills/fastapi-router-py/SKILL.md" }, @@ -12906,7 +12777,7 @@ { "id": "file-organizer", "name": "file-organizer", - "description": "Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use when user wants to clean up directories, organize downlo...", + "description": "6. Reduces Clutter: Identifies old files you probably don't need anymore", "category": "general", "tags": [ "file", @@ -12915,24 +12786,22 @@ "triggers": [ "file", "organizer", - "intelligently", - "organizes", + "reduces", + "clutter", + "identifies", + "old", "files", - "folders", - "understanding", - "context", - "finding", - "duplicates", - "suggesting", - "better" + "probably", + "don", + "anymore" ], "path": "skills/file-organizer/SKILL.md" }, { "id": "file-path-traversal", "name": "file-path-traversal", - "description": "This skill should be used when the user asks to \"test for directory traversal\", \"exploit path traversal vulnerabilities\", \"read arbitrary files through web applications\", \"find LFI vu...", - "category": "testing", + "description": "Identify and exploit file path traversal (directory traversal) vulnerabilities that allow attackers to read arbitrary files on the server, potentially including sensitive configuration files, credentials, and source code.", + "category": "general", "tags": [ "file", "path", @@ -12942,23 +12811,23 @@ "file", "path", "traversal", - "skill", - "should", - "used", - "user", - "asks", - "test", - "directory", + "identify", "exploit", - "vulnerabilities" + "directory", + "vulnerabilities", + "allow", + "attackers", + "read", + "arbitrary", + "files" ], "path": "skills/file-path-traversal/SKILL.md" }, { "id": "file-uploads", "name": "file-uploads", - "description": "Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f...", - "category": "infrastructure", + "description": "Careful about security and performance. Never trusts file extensions. Knows that large uploads need special handling. Prefers presigned URLs over server proxying.", + "category": "security", "tags": [ "file", "uploads" @@ -12966,16 +12835,16 @@ "triggers": [ "file", "uploads", - "handling", - "cloud", - "storage", - "covers", - "s3", - "cloudflare", - "r2", - "presigned", - "urls", - "multipart" + "careful", + "about", + "security", + "performance", + "never", + "trusts", + "extensions", + "knows", + "large", + "special" ], "path": "skills/file-uploads/SKILL.md" }, @@ -13057,24 +12926,24 @@ { "id": "firebase", "name": "firebase", - "description": "Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r...", + "description": "You're a developer who has shipped dozens of Firebase projects. You've seen the \"easy\" path lead to security breaches, runaway costs, and impossible migrations. You know Firebase is powerful, but you also know its sharp edges.", "category": "security", "tags": [ "firebase" ], "triggers": [ "firebase", - "gives", - "complete", - "backend", - "minutes", - "auth", - "database", - "storage", - "functions", - "hosting", - "ease", - "setup" + "re", + "developer", + "who", + "shipped", + "dozens", + "ve", + "seen", + "easy", + "path", + "lead", + "security" ], "path": "skills/firebase/SKILL.md" }, @@ -13189,7 +13058,7 @@ { "id": "fixing-metadata", "name": "fixing-metadata", - "description": "Audit and fix HTML metadata including page titles, meta descriptions, canonical URLs, Open Graph tags, Twitter cards, favicons, JSON-LD structured data, and robots directives. Use when adding SEO metadata, fixing social share previews, reviewing Open Graph tags,...", + "description": "Audit and fix HTML metadata including page titles, meta descriptions, canonical URLs, Open Graph tags, Twitter cards, favicons, JSON-LD structured data, and robots directives. Use when adding or reviewing SEO and social metadata.", "category": "data-ai", "tags": [ "fixing", @@ -13820,23 +13689,23 @@ { "id": "free-tool-strategy", "name": "free-tool-strategy", - "description": "When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as mar...", + "description": "You are an expert in engineering-as-marketing strategy. Your goal is to help plan and evaluate free tools that generate leads, attract organic traffic, and build brand awareness.", "category": "business", "tags": [ "free" ], "triggers": [ "free", - "user", - "wants", + "engineering", + "marketing", + "goal", "plan", "evaluate", - "marketing", - "purposes", - "lead", - "generation", - "seo", - "value", + "generate", + "leads", + "attract", + "organic", + "traffic", "brand" ], "path": "skills/free-tool-strategy/SKILL.md" @@ -13892,32 +13761,25 @@ { "id": "frontend-design", "name": "frontend-design", - "description": "Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard...", + "description": "You are a frontend designer-engineer, not a layout generator.", "category": "development", "tags": [ "frontend" ], "triggers": [ "frontend", - "distinctive", - "grade", - "interfaces", - "intentional", - "aesthetics", - "high", - "craft", - "non", - "generic", - "visual", - "identity" + "designer", + "engineer", + "layout", + "generator" ], "path": "skills/frontend-design/SKILL.md" }, { "id": "frontend-dev-guidelines", "name": "frontend-dev-guidelines", - "description": "Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router...", - "category": "data-ai", + "description": "(React · TypeScript · Suspense-First · Production-Grade)", + "category": "development", "tags": [ "frontend", "dev", @@ -13927,15 +13789,11 @@ "frontend", "dev", "guidelines", - "opinionated", - "development", - "standards", "react", "typescript", - "applications", - "covers", "suspense", - "first" + "first", + "grade" ], "path": "skills/frontend-dev-guidelines/SKILL.md" }, @@ -14070,7 +13928,7 @@ { "id": "frontend-ui-dark-ts", "name": "frontend-ui-dark-ts", - "description": "Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces...", + "description": "A modern dark-themed React UI system using Tailwind CSS and Framer Motion. Designed for dashboards, admin panels, and data-rich applications with glassmorphism effects and tasteful animations.", "category": "data-ai", "tags": [ "frontend", @@ -14085,12 +13943,12 @@ "ts", "themed", "react", - "applications", "tailwind", "css", - "custom", - "theming", - "glassmorphism" + "framer", + "motion", + "designed", + "dashboards" ], "path": "skills/frontend-ui-dark-ts/SKILL.md" }, @@ -14373,7 +14231,7 @@ { "id": "gcp-cloud-run", "name": "gcp-cloud-run", - "description": "Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri...", + "description": "When to use: ['Web applications and APIs', 'Need any runtime or library', 'Complex services with multiple endpoints', 'Stateless containerized workloads']", "category": "infrastructure", "tags": [ "gcp", @@ -14384,22 +14242,22 @@ "gcp", "cloud", "run", - "specialized", - "skill", - "building", - "serverless", + "web", "applications", - "covers", - "containerized", - "functions", - "event" + "apis", + "any", + "runtime", + "library", + "complex", + "multiple", + "endpoints" ], "path": "skills/gcp-cloud-run/SKILL.md" }, { "id": "gdpr-data-handling", "name": "gdpr-data-handling", - "description": "Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o...", + "description": "Practical implementation guide for GDPR-compliant data processing, consent management, and privacy controls.", "category": "security", "tags": [ "gdpr", @@ -14410,23 +14268,20 @@ "gdpr", "data", "handling", + "practical", "compliant", + "processing", "consent", - "subject", - "rights", "privacy", - "building", - "process", - "eu", - "personal" + "controls" ], "path": "skills/gdpr-data-handling/SKILL.md" }, { "id": "gemini-api-dev", "name": "gemini-api-dev", - "description": "Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n...", - "category": "development", + "description": "The Gemini API provides access to Google's most advanced AI models. Key capabilities include:", + "category": "data-ai", "tags": [ "gemini", "api", @@ -14436,15 +14291,15 @@ "gemini", "api", "dev", - "skill", - "building", - "applications", + "provides", + "access", + "google", + "most", + "ai", "models", - "working", - "multimodal", - "content", - "text", - "images" + "key", + "capabilities", + "include" ], "path": "skills/gemini-api-dev/SKILL.md" }, @@ -14501,7 +14356,7 @@ { "id": "geoffrey-hinton", "name": "geoffrey-hinton", - "description": "Agente que simula Geoffrey Hinton — Godfather of Deep Learning, Prêmio Turing 2018, criador do backpropagation e das Deep Belief Networks. Use quando quiser: perspectivas históricas sobre deep...", + "description": "Agente que simula Geoffrey Hinton — Godfather of Deep Learning, Prêmio Turing 2018, criador do backpropagation e das Deep Belief Networks.", "category": "general", "tags": [ "persona", @@ -14553,7 +14408,7 @@ { "id": "gha-security-review", "name": "gha-security-review", - "description": "GitHub Actions security review for workflow exploitation vulnerabilities. Use when asked to \"review GitHub Actions\", \"audit workflows\", \"check CI security\", \"GHA security\", \"workflow security review\", or review .github/workflows/ for pwn requests, expression injection,...", + "description": "Find exploitable vulnerabilities in GitHub Actions workflows. Every finding MUST include a concrete exploitation scenario — if you can't build the attack, don't report it.", "category": "security", "tags": [ "gha", @@ -14563,22 +14418,22 @@ "gha", "security", "review", + "find", + "exploitable", + "vulnerabilities", "github", "actions", - "exploitation", - "vulnerabilities", - "asked", - "audit", - "check", - "ci", - "pwn" + "every", + "finding", + "must", + "include" ], "path": "skills/gha-security-review/SKILL.md" }, { "id": "git-advanced-workflows", "name": "git-advanced-workflows", - "description": "Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co...", + "description": "Master advanced Git techniques to maintain clean history, collaborate effectively, and recover from any situation with confidence.", "category": "general", "tags": [ "git", @@ -14587,16 +14442,16 @@ "triggers": [ "git", "advanced", - "including", - "rebasing", - "cherry", - "picking", - "bisect", - "worktrees", - "reflog", + "techniques", "maintain", "clean", - "history" + "history", + "collaborate", + "effectively", + "recover", + "any", + "situation", + "confidence" ], "path": "skills/git-advanced-workflows/SKILL.md" }, @@ -14705,7 +14560,7 @@ { "id": "git-pushing", "name": "git-pushing", - "description": "Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate...", + "description": "Stage all changes, create a conventional commit, and push to the remote branch.", "category": "general", "tags": [ "git", @@ -14715,23 +14570,21 @@ "git", "pushing", "stage", - "commit", - "push", + "all", "changes", "conventional", - "messages", - "user", - "wants", - "mentions", - "remote" + "commit", + "push", + "remote", + "branch" ], "path": "skills/git-pushing/SKILL.md" }, { "id": "github-actions-templates", "name": "github-actions-templates", - "description": "Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre...", - "category": "infrastructure", + "description": "Production-ready GitHub Actions workflow patterns for testing, building, and deploying applications.", + "category": "architecture", "tags": [ "github", "actions" @@ -14739,16 +14592,10 @@ "triggers": [ "github", "actions", - "automated", "testing", "building", "deploying", - "applications", - "setting", - "up", - "ci", - "cd", - "automating" + "applications" ], "path": "skills/github-actions-templates/SKILL.md" }, @@ -14779,7 +14626,7 @@ { "id": "github-issue-creator", "name": "github-issue-creator", - "description": "Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan...", + "description": "Transform messy input (error logs, voice notes, screenshots) into clean, actionable GitHub issues.", "category": "general", "tags": [ "github", @@ -14790,22 +14637,22 @@ "github", "issue", "creator", - "convert", - "raw", - "notes", + "transform", + "messy", + "input", "error", "logs", "voice", - "dictation", + "notes", "screenshots", - "crisp" + "clean" ], "path": "skills/github-issue-creator/SKILL.md" }, { "id": "github-workflow-automation", "name": "github-workflow-automation", - "description": "Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati...", + "description": "Patterns for automating GitHub workflows with AI assistance, inspired by [Gemini CLI](https://github.com/google-gemini/gemini-cli) and modern DevOps practices.", "category": "infrastructure", "tags": [ "github" @@ -14813,16 +14660,16 @@ "triggers": [ "github", "automation", - "automate", + "automating", "ai", "assistance", - "includes", - "pr", - "reviews", - "issue", - "triage", - "ci", - "cd" + "inspired", + "gemini", + "cli", + "https", + "com", + "google", + "devops" ], "path": "skills/github-workflow-automation/SKILL.md" }, @@ -14853,7 +14700,7 @@ { "id": "gitlab-ci-patterns", "name": "gitlab-ci-patterns", - "description": "Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up...", + "description": "Comprehensive GitLab CI/CD pipeline patterns for automated testing, building, and deployment.", "category": "infrastructure", "tags": [ "gitlab", @@ -14863,46 +14710,38 @@ "gitlab", "ci", "cd", - "pipelines", - "multi", - "stage", - "caching", - "distributed", - "runners", - "scalable", - "automation", - "implementing" + "pipeline", + "automated", + "testing", + "building", + "deployment" ], "path": "skills/gitlab-ci-patterns/SKILL.md" }, { "id": "gitops-workflow", "name": "gitops-workflow", - "description": "Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo...", + "description": "Complete guide to implementing GitOps workflows with ArgoCD and Flux for automated Kubernetes deployments.", "category": "infrastructure", "tags": [ "gitops" ], "triggers": [ "gitops", + "complete", + "implementing", "argocd", "flux", "automated", - "declarative", "kubernetes", - "deployments", - "continuous", - "reconciliation", - "implementing", - "automating", - "deplo" + "deployments" ], "path": "skills/gitops-workflow/SKILL.md" }, { "id": "gmail-automation", "name": "gmail-automation", - "description": "Interact with Gmail - search emails, read messages, send emails, create drafts, and manage labels.\nUse when user asks to: search email, read email, send email, create email draft, mark as read,\narchive email, star email, or manage Gmail labels. Lightweight alternative...", + "description": "Lightweight Gmail integration with standalone OAuth authentication. No MCP server required.", "category": "workflow", "tags": [ "gmail" @@ -14910,16 +14749,15 @@ "triggers": [ "gmail", "automation", - "interact", - "search", - "emails", - "read", - "messages", - "send", - "drafts", - "labels", - "user", - "asks" + "lightweight", + "integration", + "standalone", + "oauth", + "authentication", + "no", + "mcp", + "server", + "required" ], "path": "skills/gmail-automation/SKILL.md" }, @@ -15138,8 +14976,8 @@ { "id": "google-calendar-automation", "name": "google-calendar-automation", - "description": "Interact with Google Calendar - list calendars, view events, create/update/delete events, and find free time.\nUse when user asks to: check calendar, schedule a meeting, create an event, find available time, list upcoming events,\ndelete or update a calendar event, or...", - "category": "architecture", + "description": "Lightweight Google Calendar integration with standalone OAuth authentication. No MCP server required.", + "category": "workflow", "tags": [ "google", "calendar" @@ -15148,22 +14986,22 @@ "google", "calendar", "automation", - "interact", - "list", - "calendars", - "view", - "events", - "update", - "delete", - "find", - "free" + "lightweight", + "integration", + "standalone", + "oauth", + "authentication", + "no", + "mcp", + "server", + "required" ], "path": "skills/google-calendar-automation/SKILL.md" }, { "id": "google-docs-automation", "name": "google-docs-automation", - "description": "Interact with Google Docs - create documents, search by title, read content, and edit text.\nUse when user asks to: create a Google Doc, find a document, read doc content, add text to a doc,\nor replace text in a document. Lightweight alternative to full Google...", + "description": "Lightweight Google Docs integration with standalone OAuth authentication. No MCP server required.", "category": "workflow", "tags": [ "google", @@ -15173,22 +15011,22 @@ "google", "docs", "automation", - "interact", - "documents", - "search", - "title", - "read", - "content", - "edit", - "text", - "user" + "lightweight", + "integration", + "standalone", + "oauth", + "authentication", + "no", + "mcp", + "server", + "required" ], "path": "skills/google-docs-automation/SKILL.md" }, { "id": "google-drive-automation", "name": "google-drive-automation", - "description": "Interact with Google Drive - search files, find folders, list contents, download files, upload files,\ncreate folders, move, copy, rename, and trash files. Use when user asks to: search Google Drive,\nfind a file/folder, list Drive contents, download or upload files,...", + "description": "Lightweight Google Drive integration with standalone OAuth authentication. No MCP server required. Full read/write access.", "category": "workflow", "tags": [ "google", @@ -15198,23 +15036,23 @@ "google", "drive", "automation", - "interact", - "search", - "files", - "find", - "folders", - "list", - "contents", - "download", - "upload" + "lightweight", + "integration", + "standalone", + "oauth", + "authentication", + "no", + "mcp", + "server", + "required" ], "path": "skills/google-drive-automation/SKILL.md" }, { "id": "google-sheets-automation", "name": "google-sheets-automation", - "description": "Read and write Google Sheets spreadsheets - get content, update cells, append rows, fetch specific ranges,\nsearch for spreadsheets, and view metadata. Use when user asks to: read a spreadsheet, update cells,\nadd data to Google Sheets, find a spreadsheet, check sheet...", - "category": "data-ai", + "description": "Lightweight Google Sheets integration with standalone OAuth authentication. No MCP server required. Full read/write access.", + "category": "workflow", "tags": [ "google", "sheets" @@ -15223,22 +15061,22 @@ "google", "sheets", "automation", - "read", - "write", - "spreadsheets", - "get", - "content", - "update", - "cells", - "append", - "rows" + "lightweight", + "integration", + "standalone", + "oauth", + "authentication", + "no", + "mcp", + "server", + "required" ], "path": "skills/google-sheets-automation/SKILL.md" }, { "id": "google-slides-automation", "name": "google-slides-automation", - "description": "Read and write Google Slides presentations - get text, find presentations, create presentations, add slides,\nreplace text, and manage slide content. Use when user asks to: read a presentation, create slides, find slides,\nadd a slide, replace text in a presentation, or...", + "description": "Lightweight Google Slides integration with standalone OAuth authentication. No MCP server required. Full read/write access.", "category": "workflow", "tags": [ "google", @@ -15248,15 +15086,15 @@ "google", "slides", "automation", - "read", - "write", - "presentations", - "get", - "text", - "find", - "add", - "replace", - "slide" + "lightweight", + "integration", + "standalone", + "oauth", + "authentication", + "no", + "mcp", + "server", + "required" ], "path": "skills/google-slides-automation/SKILL.md" }, @@ -15287,7 +15125,7 @@ { "id": "grafana-dashboards", "name": "grafana-dashboards", - "description": "Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ...", + "description": "Create and manage production-ready Grafana dashboards for comprehensive system observability.", "category": "infrastructure", "tags": [ "grafana", @@ -15296,40 +15134,31 @@ "triggers": [ "grafana", "dashboards", - "real", - "time", - "visualization", - "application", - "metrics", - "building", - "monitoring", - "visualizing", - "creating", - "operational" + "observability" ], "path": "skills/grafana-dashboards/SKILL.md" }, { "id": "graphql", "name": "graphql", - "description": "GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co...", - "category": "data-ai", + "description": "You're a developer who has built GraphQL APIs at scale. You've seen the N+1 query problem bring down production servers. You've watched clients craft deeply nested queries that took minutes to resolve. You know that GraphQL's power is also its danger.", + "category": "general", "tags": [ "graphql" ], "triggers": [ "graphql", - "gives", - "clients", - "exactly", - "data", - "no", - "less", - "one", - "endpoint", - "typed", - "schema", - "introspection" + "re", + "developer", + "who", + "built", + "apis", + "scale", + "ve", + "seen", + "query", + "problem", + "bring" ], "path": "skills/graphql/SKILL.md" }, @@ -15360,7 +15189,7 @@ { "id": "growth-engine", "name": "growth-engine", - "description": "Motor de crescimento para produtos digitais -- growth hacking, SEO, ASO, viral loops, email marketing, CRM, referral programs e aquisicao organica. Ativar para: criar estrategia de growth, SEO...", + "description": "Motor de crescimento para produtos digitais -- growth hacking, SEO, ASO, viral loops, email marketing, CRM, referral programs e aquisicao organica.", "category": "business", "tags": [ "growth", @@ -15451,7 +15280,7 @@ { "id": "helm-chart-scaffolding", "name": "helm-chart-scaffolding", - "description": "Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl...", + "description": "Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications.", "category": "infrastructure", "tags": [ "helm", @@ -15461,15 +15290,15 @@ "helm", "chart", "scaffolding", - "organize", + "guidance", + "creating", + "organizing", + "managing", "charts", - "templating", "packaging", + "deploying", "kubernetes", - "applications", - "reusable", - "configurations", - "creating" + "applications" ], "path": "skills/helm-chart-scaffolding/SKILL.md" }, @@ -15548,7 +15377,7 @@ { "id": "hig-components-controls", "name": "hig-components-controls", - "description": "Apple HIG guidance for selection and input controls including pickers, toggles, sliders, steppers, segmented controls, combo boxes, text fields, text views, labels, token fields, virtual...", + "description": "Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered.", "category": "general", "tags": [ "hig", @@ -15559,15 +15388,15 @@ "hig", "components", "controls", + "check", + "claude", "apple", - "guidance", - "selection", - "input", - "including", - "pickers", - "toggles", - "sliders", - "steppers" + "context", + "md", + "before", + "asking", + "questions", + "existing" ], "path": "skills/hig-components-controls/SKILL.md" }, @@ -15622,7 +15451,7 @@ { "id": "hig-components-menus", "name": "hig-components-menus", - "description": "Apple HIG guidance for menu and button components including menus, context menus, dock menus, edit menus, the menu bar, toolbars, action buttons, pop-up buttons, pull-down buttons, disclosure...", + "description": "Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered.", "category": "general", "tags": [ "hig", @@ -15633,15 +15462,15 @@ "hig", "components", "menus", + "check", + "claude", "apple", - "guidance", - "menu", - "button", - "including", "context", - "dock", - "edit", - "bar" + "md", + "before", + "asking", + "questions", + "existing" ], "path": "skills/hig-components-menus/SKILL.md" }, @@ -15744,8 +15573,8 @@ { "id": "hig-inputs", "name": "hig-inputs", - "description": "Apple HIG guidance for input methods and interaction patterns: gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, focus system, remotes, spatial...", - "category": "architecture", + "description": "Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered.", + "category": "general", "tags": [ "hig", "inputs" @@ -15753,16 +15582,16 @@ "triggers": [ "hig", "inputs", + "check", + "claude", "apple", - "guidance", - "input", - "methods", - "interaction", - "gestures", - "pencil", - "keyboards", - "game", - "controllers" + "context", + "md", + "before", + "asking", + "questions", + "existing", + "ask" ], "path": "skills/hig-inputs/SKILL.md" }, @@ -15831,8 +15660,8 @@ { "id": "hig-technologies", "name": "hig-technologies", - "description": "Apple HIG guidance for Apple technology integrations: Siri, Apple Pay, HealthKit, HomeKit, ARKit, machine learning, generative AI, iCloud, Sign in with Apple, SharePlay, CarPlay, Game Center,...", - "category": "data-ai", + "description": "Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered.", + "category": "general", "tags": [ "hig", "technologies" @@ -15840,16 +15669,16 @@ "triggers": [ "hig", "technologies", + "check", + "claude", "apple", - "guidance", - "technology", - "integrations", - "siri", - "pay", - "healthkit", - "homekit", - "arkit", - "machine" + "context", + "md", + "before", + "asking", + "questions", + "existing", + "ask" ], "path": "skills/hig-technologies/SKILL.md" }, @@ -15960,8 +15789,8 @@ { "id": "html-injection-testing", "name": "html-injection-testing", - "description": "This skill should be used when the user asks to \"test for HTML injection\", \"inject HTML into web pages\", \"perform HTML injection attacks\", \"deface web applications\", or \"test conten...", - "category": "testing", + "description": "Identify and exploit HTML injection vulnerabilities that allow attackers to inject malicious HTML content into web applications. This vulnerability enables attackers to modify page appearance, create phishing pages, and steal user credentials through injected forms.", + "category": "security", "tags": [ "html", "injection" @@ -15970,15 +15799,15 @@ "html", "injection", "testing", - "skill", - "should", - "used", - "user", - "asks", - "test", + "identify", + "exploit", + "vulnerabilities", + "allow", + "attackers", "inject", - "web", - "pages" + "malicious", + "content", + "web" ], "path": "skills/html-injection-testing/SKILL.md" }, @@ -16009,8 +15838,8 @@ { "id": "hubspot-integration", "name": "hubspot-integration", - "description": "Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs...", - "category": "development", + "description": "Authentication for single-account integrations", + "category": "general", "tags": [ "hubspot", "integration" @@ -16018,23 +15847,17 @@ "triggers": [ "hubspot", "integration", - "crm", - "including", - "oauth", "authentication", - "objects", - "associations", - "batch", - "operations", - "webhooks", - "custom" + "single", + "account", + "integrations" ], "path": "skills/hubspot-integration/SKILL.md" }, { "id": "hugging-face-cli", "name": "hugging-face-cli", - "description": "Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput...", + "description": "The hf CLI provides direct terminal access to the Hugging Face Hub for downloading, uploading, and managing repositories, cache, and compute resources.", "category": "general", "tags": [ "hugging", @@ -16045,15 +15868,15 @@ "hugging", "face", "cli", - "execute", - "hub", - "operations", "hf", - "user", - "download", - "models", - "datasets", - "spaces" + "provides", + "direct", + "terminal", + "access", + "hub", + "downloading", + "uploading", + "managing" ], "path": "skills/hugging-face-cli/SKILL.md" }, @@ -16139,8 +15962,8 @@ { "id": "hugging-face-jobs", "name": "hugging-face-jobs", - "description": "This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok...", - "category": "general", + "description": "Run any workload on fully managed Hugging Face infrastructure. No local setup required—jobs run on cloud CPUs, GPUs, or TPUs and can persist results to the Hugging Face Hub.", + "category": "infrastructure", "tags": [ "hugging", "face", @@ -16150,23 +15973,23 @@ "hugging", "face", "jobs", - "skill", - "should", - "used", - "users", - "want", "run", "any", "workload", - "infrastructure" + "fully", + "managed", + "infrastructure", + "no", + "local", + "setup" ], "path": "skills/hugging-face-jobs/SKILL.md" }, { "id": "hugging-face-model-trainer", "name": "hugging-face-model-trainer", - "description": "This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for...", - "category": "general", + "description": "Train language models using TRL (Transformer Reinforcement Learning) on fully managed Hugging Face infrastructure. No local GPU setup required—models train on cloud GPUs and results are automatically saved to the Hugging Face Hub.", + "category": "infrastructure", "tags": [ "hugging", "face", @@ -16178,14 +16001,14 @@ "face", "model", "trainer", - "skill", - "should", - "used", - "users", - "want", "train", - "fine", - "tune" + "language", + "models", + "trl", + "transformer", + "reinforcement", + "learning", + "fully" ], "path": "skills/hugging-face-model-trainer/SKILL.md" }, @@ -16219,8 +16042,8 @@ { "id": "hugging-face-tool-builder", "name": "hugging-face-tool-builder", - "description": "Use this skill when the user wants to build tool/scripts or achieve a task where using data from the Hugging Face API would help. This is especially useful when chaining or combining API calls or the task will be repeated/automated. This Skill creates a reusable script to...", - "category": "data-ai", + "description": "Your purpose is now is to create reusable command line scripts and utilities for using the Hugging Face API, allowing chaining, piping and intermediate processing where helpful. You can access the API directly, as well as use the hf command line tool.", + "category": "development", "tags": [ "hugging", "face", @@ -16230,15 +16053,15 @@ "hugging", "face", "builder", - "skill", - "user", - "wants", + "purpose", + "now", + "reusable", + "command", + "line", "scripts", - "achieve", - "task", - "where", - "data", - "api" + "utilities", + "api", + "allowing" ], "path": "skills/hugging-face-tool-builder/SKILL.md" }, @@ -16270,7 +16093,7 @@ { "id": "hybrid-cloud-networking", "name": "hybrid-cloud-networking", - "description": "Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ...", + "description": "Configure secure, high-performance connectivity between on-premises and cloud environments using VPN, Direct Connect, and ExpressRoute.", "category": "infrastructure", "tags": [ "hybrid", @@ -16288,8 +16111,8 @@ "connectivity", "between", "premises", - "infrastructure", - "platforms" + "environments", + "vpn" ], "path": "skills/hybrid-cloud-networking/SKILL.md" }, @@ -16369,7 +16192,7 @@ { "id": "idor-testing", "name": "idor-testing", - "description": "This skill should be used when the user asks to \"test for insecure direct object references,\" \"find IDOR vulnerabilities,\" \"exploit broken access control,\" \"enumerate user IDs or obje...", + "description": "Provide systematic methodologies for identifying and exploiting Insecure Direct Object Reference (IDOR) vulnerabilities in web applications.", "category": "testing", "tags": [ "idor" @@ -16377,23 +16200,23 @@ "triggers": [ "idor", "testing", - "skill", - "should", - "used", - "user", - "asks", - "test", + "provide", + "systematic", + "methodologies", + "identifying", + "exploiting", "insecure", "direct", "object", - "references" + "reference", + "vulnerabilities" ], "path": "skills/idor-testing/SKILL.md" }, { "id": "ilya-sutskever", "name": "ilya-sutskever", - "description": "Agente que simula Ilya Sutskever — co-fundador da OpenAI, ex-Chief Scientist, fundador da SSI. Use quando quiser perspectivas sobre: AGI safety-first, consciência de IA, scaling laws, deep...", + "description": "Agente que simula Ilya Sutskever — co-fundador da OpenAI, ex-Chief Scientist, fundador da SSI. Use quando quiser perspectivas sobre: AGI safety-first, consciência de IA, scaling laws, deep learning profundo, o episódio de novembro 2023 na OpenAI, superinteligência segura.", "category": "general", "tags": [ "persona", @@ -16421,7 +16244,7 @@ { "id": "image-studio", "name": "image-studio", - "description": "Studio de geracao de imagens inteligente — roteamento automatico entre ai-studio-image (fotos humanizadas/influencer) e stability-ai (arte/ ilustracao/edicao). Detecta o tipo de imagem solicitada...", + "description": "Studio de geracao de imagens inteligente — roteamento automatico entre ai-studio-image (fotos humanizadas/influencer) e stability-ai (arte/ ilustracao/edicao). Detecta o tipo de imagem solicitada e escolhe o modelo ideal automaticamente.", "category": "data-ai", "tags": [ "image-generation", @@ -16535,7 +16358,7 @@ { "id": "incident-runbook-templates", "name": "incident-runbook-templates", - "description": "Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use when building runbooks, responding to incidents, or establishing incident resp...", + "description": "Production-ready templates for incident response runbooks covering detection, triage, mitigation, resolution, and communication.", "category": "security", "tags": [ "incident", @@ -16544,16 +16367,14 @@ "triggers": [ "incident", "runbook", - "structured", "response", "runbooks", - "step", - "procedures", - "escalation", - "paths", - "recovery", - "actions", - "building" + "covering", + "detection", + "triage", + "mitigation", + "resolution", + "communication" ], "path": "skills/incident-runbook-templates/SKILL.md" }, @@ -16585,24 +16406,24 @@ { "id": "inngest", "name": "inngest", - "description": "Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor...", - "category": "architecture", + "description": "You are an Inngest expert who builds reliable background processing without managing infrastructure. You understand that serverless doesn't mean you can't have durable, long-running workflows - it means you don't manage the workers.", + "category": "general", "tags": [ "inngest" ], "triggers": [ "inngest", - "serverless", - "first", + "who", + "reliable", "background", - "jobs", - "event", - "driven", - "durable", - "execution", + "processing", "without", "managing", - "queues" + "infrastructure", + "understand", + "serverless", + "doesn", + "mean" ], "path": "skills/inngest/SKILL.md" }, @@ -16660,7 +16481,7 @@ { "id": "interactive-portfolio", "name": "interactive-portfolio", - "description": "Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,...", + "description": "You know a portfolio isn't a resume - it's a first impression that needs to convert. You balance creativity with usability. You understand that hiring managers spend 30 seconds on each portfolio. You make those 30 seconds count. You help people stand out without being gimmicky.", "category": "general", "tags": [ "interactive", @@ -16669,16 +16490,16 @@ "triggers": [ "interactive", "portfolio", - "building", - "portfolios", - "actually", - "land", - "jobs", - "clients", - "just", - "showing", - "work", - "creating" + "know", + "isn", + "resume", + "first", + "impression", + "convert", + "balance", + "creativity", + "usability", + "understand" ], "path": "skills/interactive-portfolio/SKILL.md" }, @@ -16709,7 +16530,7 @@ { "id": "internal-comms-anthropic", "name": "internal-comms-anthropic", - "description": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...", + "description": "To write internal communications, use this skill for:", "category": "general", "tags": [ "internal", @@ -16720,22 +16541,16 @@ "internal", "comms", "anthropic", - "set", - "resources", - "me", "write", - "all", - "kinds", "communications", - "formats", - "my" + "skill" ], "path": "skills/internal-comms-anthropic/SKILL.md" }, { "id": "internal-comms-community", "name": "internal-comms-community", - "description": "A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...", + "description": "To write internal communications, use this skill for:", "category": "general", "tags": [ "internal", @@ -16746,15 +16561,9 @@ "internal", "comms", "community", - "set", - "resources", - "me", "write", - "all", - "kinds", "communications", - "formats", - "my" + "skill" ], "path": "skills/internal-comms-community/SKILL.md" }, @@ -16857,7 +16666,7 @@ { "id": "istio-traffic-management", "name": "istio-traffic-management", - "description": "Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie...", + "description": "Comprehensive guide to Istio traffic management for production service mesh deployments.", "category": "infrastructure", "tags": [ "istio", @@ -16866,16 +16675,8 @@ "triggers": [ "istio", "traffic", - "configure", - "including", - "routing", - "load", - "balancing", - "circuit", - "breakers", - "canary", - "deployments", - "implementing" + "mesh", + "deployments" ], "path": "skills/istio-traffic-management/SKILL.md" }, @@ -16931,7 +16732,7 @@ { "id": "javascript-mastery", "name": "javascript-mastery", - "description": "Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p...", + "description": "33+ essential JavaScript concepts every developer should know, inspired by [33-js-concepts](https://github.com/leonardomso/33-js-concepts).", "category": "development", "tags": [ "javascript", @@ -16940,8 +16741,6 @@ "triggers": [ "javascript", "mastery", - "reference", - "covering", "33", "essential", "concepts", @@ -16949,7 +16748,9 @@ "developer", "should", "know", - "fundamentals" + "inspired", + "js", + "https" ], "path": "skills/javascript-mastery/SKILL.md" }, @@ -16980,7 +16781,7 @@ { "id": "javascript-testing-patterns", "name": "javascript-testing-patterns", - "description": "Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use...", + "description": "Comprehensive guide for implementing robust testing strategies in JavaScript/TypeScript applications using modern testing frameworks and best practices.", "category": "development", "tags": [ "javascript" @@ -16988,16 +16789,11 @@ "triggers": [ "javascript", "testing", - "jest", - "vitest", - "library", - "unit", - "tests", - "integration", - "mocking", - "fixtures", - "test", - "driven" + "implementing", + "robust", + "typescript", + "applications", + "frameworks" ], "path": "skills/javascript-testing-patterns/SKILL.md" }, @@ -17128,7 +16924,7 @@ { "id": "k8s-manifest-generator", "name": "k8s-manifest-generator", - "description": "Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat...", + "description": "Step-by-step guidance for creating production-ready Kubernetes manifests including Deployments, Services, ConfigMaps, Secrets, and PersistentVolumeClaims.", "category": "security", "tags": [ "k8s", @@ -17139,22 +16935,22 @@ "k8s", "manifest", "generator", + "step", + "guidance", + "creating", "kubernetes", "manifests", + "including", "deployments", "configmaps", - "secrets", - "following", - "security", - "standards", - "generating" + "secrets" ], "path": "skills/k8s-manifest-generator/SKILL.md" }, { "id": "k8s-security-policies", "name": "k8s-security-policies", - "description": "Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ...", + "description": "Comprehensive guide for implementing NetworkPolicy, PodSecurityPolicy, RBAC, and Pod Security Standards in Kubernetes.", "category": "security", "tags": [ "k8s", @@ -17165,15 +16961,13 @@ "k8s", "security", "policies", - "kubernetes", - "including", + "implementing", "networkpolicy", "podsecuritypolicy", "rbac", - "grade", - "securing", - "clusters", - "implementing" + "pod", + "standards", + "kubernetes" ], "path": "skills/k8s-security-policies/SKILL.md" }, @@ -17275,8 +17069,8 @@ { "id": "kpi-dashboard-design", "name": "kpi-dashboard-design", - "description": "Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ...", - "category": "infrastructure", + "description": "Comprehensive patterns for designing effective Key Performance Indicator (KPI) dashboards that drive business decisions.", + "category": "architecture", "tags": [ "kpi", "dashboard" @@ -17284,16 +17078,15 @@ "triggers": [ "kpi", "dashboard", + "designing", "effective", + "key", + "performance", + "indicator", "dashboards", - "metrics", - "selection", - "visualization", - "real", - "time", - "monitoring", - "building", - "business" + "drive", + "business", + "decisions" ], "path": "skills/kpi-dashboard-design/SKILL.md" }, @@ -17376,7 +17169,7 @@ { "id": "langchain-architecture", "name": "langchain-architecture", - "description": "Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w...", + "description": "Master the LangChain framework for building sophisticated LLM applications with agents, chains, memory, and tool integration.", "category": "data-ai", "tags": [ "langchain", @@ -17385,64 +17178,63 @@ "triggers": [ "langchain", "architecture", + "framework", + "building", + "sophisticated", "llm", "applications", - "framework", "agents", + "chains", "memory", - "integration", - "building", - "implementing", - "ai", - "creating" + "integration" ], "path": "skills/langchain-architecture/SKILL.md" }, { "id": "langfuse", "name": "langfuse", - "description": "Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug...", + "description": "You are an expert in LLM observability and evaluation. You think in terms of traces, spans, and metrics. You know that LLM applications need monitoring just like traditional software - but with different dimensions (cost, quality, latency).", "category": "infrastructure", "tags": [ "langfuse" ], "triggers": [ "langfuse", - "open", - "source", "llm", "observability", - "platform", - "covers", - "tracing", - "prompt", "evaluation", - "datasets", - "integration" + "think", + "terms", + "traces", + "spans", + "metrics", + "know", + "applications", + "monitoring" ], "path": "skills/langfuse/SKILL.md" }, { "id": "langgraph", "name": "langgraph", - "description": "Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin...", + "description": "You are an expert in building production-grade AI agents with LangGraph. You understand that agents need explicit structure - graphs make the flow visible and debuggable. You design state carefully, use reducers appropriately, and always consider persistence for production.", "category": "data-ai", "tags": [ "langgraph" ], "triggers": [ "langgraph", - "grade", - "framework", "building", - "stateful", - "multi", - "actor", + "grade", "ai", - "applications", - "covers", - "graph", - "construction" + "agents", + "understand", + "explicit", + "structure", + "graphs", + "flow", + "visible", + "debuggable" ], "path": "skills/langgraph/SKILL.md" }, @@ -17549,24 +17341,24 @@ { "id": "launch-strategy", "name": "launch-strategy", - "description": "When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,'...", - "category": "development", + "description": "You are an expert in SaaS product launches and feature announcements. Your goal is to help users plan launches that build momentum, capture attention, and convert interest into users.", + "category": "business", "tags": [ "launch" ], "triggers": [ "launch", - "user", - "wants", - "plan", + "saas", "product", + "launches", "feature", - "announcement", - "release", - "mentions", - "hunt", - "go", - "market" + "announcements", + "goal", + "users", + "plan", + "momentum", + "capture", + "attention" ], "path": "skills/launch-strategy/SKILL.md" }, @@ -18098,7 +17890,7 @@ { "id": "linkerd-patterns", "name": "linkerd-patterns", - "description": "Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ...", + "description": "Production patterns for Linkerd service mesh - the lightweight, security-first service mesh for Kubernetes.", "category": "security", "tags": [ "linkerd" @@ -18108,21 +17900,15 @@ "mesh", "lightweight", "security", - "deployments", - "setting", - "up", - "configuring", - "traffic", - "policies", - "implementing", - "zero" + "first", + "kubernetes" ], "path": "skills/linkerd-patterns/SKILL.md" }, { "id": "lint-and-validate", "name": "lint-and-validate", - "description": "Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v...", + "description": "MANDATORY: Run appropriate validation tools after EVERY code change. Do not finish a task until the code is error-free.", "category": "general", "tags": [ "lint", @@ -18133,23 +17919,23 @@ "lint", "and", "validate", - "automatic", - "quality", - "control", - "linting", - "static", - "analysis", - "procedures", + "mandatory", + "run", + "appropriate", + "validation", "after", - "every" + "every", + "code", + "change", + "do" ], "path": "skills/lint-and-validate/SKILL.md" }, { "id": "linux-privilege-escalation", "name": "linux-privilege-escalation", - "description": "This skill should be used when the user asks to \"escalate privileges on Linux\", \"find privesc vectors on Linux systems\", \"exploit sudo misconfigurations\", \"abuse SUID binaries\", \"ex...", - "category": "general", + "description": "Execute systematic privilege escalation assessments on Linux systems to identify and exploit misconfigurations, vulnerable services, and security weaknesses that allow elevation from low-privilege user access to root-level control.", + "category": "security", "tags": [ "linux", "privilege", @@ -18159,23 +17945,23 @@ "linux", "privilege", "escalation", - "skill", - "should", - "used", - "user", - "asks", - "escalate", - "privileges", - "find", - "privesc" + "execute", + "systematic", + "assessments", + "identify", + "exploit", + "misconfigurations", + "vulnerable", + "security", + "weaknesses" ], "path": "skills/linux-privilege-escalation/SKILL.md" }, { "id": "linux-shell-scripting", "name": "linux-shell-scripting", - "description": "This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production she...", - "category": "general", + "description": "Provide production-ready shell script templates for common Linux system administration tasks including backups, monitoring, user management, log analysis, and automation. These scripts serve as building blocks for security operations and penetration testing environments.", + "category": "security", "tags": [ "linux", "shell", @@ -18185,15 +17971,15 @@ "linux", "shell", "scripting", - "skill", - "should", - "used", - "user", - "asks", - "bash", - "scripts", - "automate", - "tasks" + "provide", + "script", + "common", + "administration", + "tasks", + "including", + "backups", + "monitoring", + "user" ], "path": "skills/linux-shell-scripting/SKILL.md" }, @@ -18221,8 +18007,8 @@ { "id": "llm-app-patterns", "name": "llm-app-patterns", - "description": "Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin...", - "category": "infrastructure", + "description": "Production-ready patterns for building LLM applications, inspired by [Dify](https://github.com/langgenius/dify) and industry best practices.", + "category": "data-ai", "tags": [ "llm", "app" @@ -18232,14 +18018,13 @@ "app", "building", "applications", - "covers", - "rag", - "pipelines", - "agent", - "architectures", - "prompt", - "ides", - "llmops" + "inspired", + "dify", + "https", + "github", + "com", + "langgenius", + "industry" ], "path": "skills/llm-app-patterns/SKILL.md" }, @@ -18327,7 +18112,7 @@ { "id": "llm-evaluation", "name": "llm-evaluation", - "description": "Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ...", + "description": "Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.", "category": "data-ai", "tags": [ "llm", @@ -18340,19 +18125,14 @@ "automated", "metrics", "human", - "feedback", - "benchmarking", - "testing", - "performance", - "measuring", - "ai" + "testing" ], "path": "skills/llm-evaluation/SKILL.md" }, { "id": "llm-ops", "name": "llm-ops", - "description": "LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para producao. Ativar para: implementar RAG,...", + "description": "LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para producao.", "category": "data-ai", "tags": [ "llm", @@ -18509,7 +18289,7 @@ { "id": "loki-mode", "name": "loki-mode", - "description": "Multi-agent autonomous startup system for Claude Code. Triggers on \"Loki Mode\". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,...", + "description": "Version 2.35.0 | PRD to Production | Zero Human Intervention > Research-enhanced: OpenAI SDK, DeepMind, Anthropic, AWS Bedrock, Agent SDK, HN Production (2025)", "category": "security", "tags": [ "loki", @@ -18518,16 +18298,16 @@ "triggers": [ "loki", "mode", - "multi", - "agent", - "autonomous", - "startup", - "claude", - "code", - "triggers", - "orchestrates", - "100", - "specialized" + "version", + "35", + "prd", + "zero", + "human", + "intervention", + "research", + "enhanced", + "openai", + "sdk" ], "path": "skills/loki-mode/SKILL.md" }, @@ -18931,8 +18711,8 @@ { "id": "makepad-reference", "name": "makepad-reference", - "description": "CRITICAL: Use for Makepad troubleshooting and reference. Triggers on:\ntroubleshoot, error, debug, fix, problem, issue,\nno matching field, parse error, widget not found, UI not updating,\ncode quality, refactor, responsive layout, adaptive,\napi docs, reference,...", - "category": "development", + "description": "This category provides reference materials for debugging, code quality, and advanced layout patterns.", + "category": "architecture", "tags": [ "makepad", "reference" @@ -18940,16 +18720,13 @@ "triggers": [ "makepad", "reference", - "critical", - "troubleshooting", - "triggers", - "troubleshoot", - "error", - "debug", - "fix", - "problem", - "issue", - "no" + "category", + "provides", + "materials", + "debugging", + "code", + "quality", + "layout" ], "path": "skills/makepad-reference/SKILL.md" }, @@ -19028,7 +18805,7 @@ { "id": "makepad-widgets", "name": "makepad-widgets", - "description": "CRITICAL: Use for Makepad widgets and UI components. Triggers on:\nmakepad widget, makepad View, makepad Button, makepad Label, makepad Image,\nmakepad TextInput, RoundedView, SolidView, ScrollView, \"makepad component\",\nmakepad Markdown, makepad Html, TextFlow, rich...", + "description": "Version: makepad-widgets (dev branch) | Last Updated: 2026-01-19 > > Check for updates: https://crates.io/crates/makepad-widgets", "category": "general", "tags": [ "makepad", @@ -19037,16 +18814,16 @@ "triggers": [ "makepad", "widgets", - "critical", - "ui", - "components", - "triggers", - "widget", - "view", - "button", - "label", - "image", - "textinput" + "version", + "dev", + "branch", + "last", + "updated", + "2026", + "01", + "19", + "check", + "updates" ], "path": "skills/makepad-widgets/SKILL.md" }, @@ -19102,7 +18879,7 @@ { "id": "market-sizing-analysis", "name": "market-sizing-analysis", - "description": "This skill should be used when the user asks to \\\\\\\"calculate TAM\\\\\\\", \"determine SAM\", \"estimate SOM\", \"size the market\", \"calculate market opportunity\", \"what's the total addressable market\", or...", + "description": "Comprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for startup opportunities.", "category": "business", "tags": [ "market", @@ -19112,15 +18889,15 @@ "market", "sizing", "analysis", - "skill", - "should", - "used", - "user", - "asks", - "calculate", + "methodologies", + "calculating", + "total", + "addressable", "tam", - "determine", - "sam" + "serviceable", + "available", + "sam", + "obtainable" ], "path": "skills/market-sizing-analysis/SKILL.md" }, @@ -19176,7 +18953,7 @@ { "id": "matematico-tao", "name": "matematico-tao", - "description": "Matemático ultra-avançado inspirado em Terence Tao. Análise rigorosa de código e arquitetura com teoria matemática profunda: teoria da informação, teoria dos grafos, complexidade computacional,...", + "description": "Matemático ultra-avançado inspirado em Terence Tao. Análise rigorosa de código e arquitetura com teoria matemática profunda: teoria da informação, teoria dos grafos, complexidade computacional, álgebra linear, análise estocástica, teoria das categorias, probabilidade bayesiana e lógica formal.", "category": "general", "tags": [ "mathematics", @@ -19203,24 +18980,22 @@ { "id": "matplotlib", "name": "matplotlib", - "description": "Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific scientific workflows. Export to PNG/PDF/SVG for publication. For quick...", - "category": "general", + "description": "Matplotlib is Python's foundational visualization library for creating static, animated, and interactive plots.", + "category": "development", "tags": [ "matplotlib" ], "triggers": [ "matplotlib", - "low", - "level", - "plotting", + "python", + "foundational", + "visualization", "library", - "full", - "customization", - "fine", - "grained", - "control", - "every", - "plot" + "creating", + "static", + "animated", + "interactive", + "plots" ], "path": "skills/matplotlib/SKILL.md" }, @@ -19259,7 +19034,7 @@ { "id": "mcp-builder", "name": "mcp-builder", - "description": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...", + "description": "Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks.", "category": "general", "tags": [ "mcp", @@ -19268,24 +19043,24 @@ "triggers": [ "mcp", "builder", - "creating", - "high", - "quality", "model", "context", "protocol", "servers", "enable", "llms", - "interact" + "interact", + "external", + "through", + "well" ], "path": "skills/mcp-builder/SKILL.md" }, { "id": "mcp-builder-ms", "name": "mcp-builder-ms", - "description": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...", - "category": "general", + "description": "Use this skill when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).", + "category": "development", "tags": [ "mcp", "builder", @@ -19295,22 +19070,22 @@ "mcp", "builder", "ms", - "creating", - "high", - "quality", - "model", - "context", - "protocol", + "skill", + "building", "servers", - "enable", - "llms" + "integrate", + "external", + "apis", + "whether", + "python", + "fastmcp" ], "path": "skills/mcp-builder-ms/SKILL.md" }, { "id": "memory-forensics", "name": "memory-forensics", - "description": "Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating inciden...", + "description": "Comprehensive techniques for acquiring, analyzing, and extracting artifacts from memory dumps for incident response and malware analysis.", "category": "security", "tags": [ "memory", @@ -19320,23 +19095,23 @@ "memory", "forensics", "techniques", - "including", - "acquisition", - "process", - "analysis", - "artifact", - "extraction", - "volatility", - "related", - "analyzing" + "acquiring", + "analyzing", + "extracting", + "artifacts", + "dumps", + "incident", + "response", + "malware", + "analysis" ], "path": "skills/memory-forensics/SKILL.md" }, { "id": "memory-safety-patterns", "name": "memory-safety-patterns", - "description": "Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory...", - "category": "development", + "description": "Cross-language patterns for memory-safe programming including RAII, ownership, smart pointers, and resource management.", + "category": "architecture", "tags": [ "memory", "safety" @@ -19344,16 +19119,16 @@ "triggers": [ "memory", "safety", + "cross", + "language", "safe", "programming", + "including", "raii", "ownership", "smart", "pointers", - "resource", - "rust", - "writing", - "code" + "resource" ], "path": "skills/memory-safety-patterns/SKILL.md" }, @@ -19419,8 +19194,8 @@ { "id": "metasploit-framework", "name": "metasploit-framework", - "description": "This skill should be used when the user asks to \"use Metasploit for penetration testing\", \"exploit vulnerabilities with msfconsole\", \"create payloads with msfvenom\", \"perform post-exp...", - "category": "testing", + "description": "⚠️ AUTHORIZED USE ONLY > This skill is for educational purposes or authorized security assessments only. > You must have explicit, written permission from the system owner before using this tool. > Misuse of this tool is illegal and strictly prohibited.", + "category": "security", "tags": [ "metasploit", "framework" @@ -19428,24 +19203,24 @@ "triggers": [ "metasploit", "framework", + "authorized", "skill", - "should", - "used", - "user", - "asks", - "penetration", - "testing", - "exploit", - "vulnerabilities", - "msfconsole" + "educational", + "purposes", + "security", + "assessments", + "must", + "explicit", + "written", + "permission" ], "path": "skills/metasploit-framework/SKILL.md" }, { "id": "micro-saas-launcher", "name": "micro-saas-launcher", - "description": "Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t...", - "category": "general", + "description": "You ship fast and iterate. You know the difference between a side project and a business. You've seen what works in the indie hacker community. You help people go from idea to paying customers in weeks, not years. You focus on sustainable, profitable businesses - not unicorn hunting.", + "category": "development", "tags": [ "micro", "saas", @@ -19455,39 +19230,37 @@ "micro", "saas", "launcher", - "launching", - "small", - "products", + "ship", "fast", - "indie", - "hacker", - "approach", - "building", - "profitable" + "iterate", + "know", + "difference", + "between", + "side", + "business", + "ve" ], "path": "skills/micro-saas-launcher/SKILL.md" }, { "id": "microservices-patterns", "name": "microservices-patterns", - "description": "Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros...", + "description": "Master microservices architecture patterns including service boundaries, inter-service communication, data management, and resilience patterns for building distributed systems.", "category": "infrastructure", "tags": [ "microservices" ], "triggers": [ "microservices", - "architectures", + "architecture", + "including", "boundaries", - "event", - "driven", + "inter", "communication", + "data", "resilience", "building", - "distributed", - "decomposing", - "monoliths", - "implementing" + "distributed" ], "path": "skills/microservices-patterns/SKILL.md" }, @@ -19643,7 +19416,7 @@ { "id": "ml-pipeline-workflow", "name": "ml-pipeline-workflow", - "description": "Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod...", + "description": "Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment.", "category": "infrastructure", "tags": [ "ml", @@ -19652,16 +19425,14 @@ "triggers": [ "ml", "pipeline", + "complete", "mlops", - "pipelines", + "orchestration", "data", "preparation", "through", "model", - "training", - "validation", - "deployment", - "creating" + "deployment" ], "path": "skills/ml-pipeline-workflow/SKILL.md" }, @@ -19690,7 +19461,7 @@ { "id": "mobile-design", "name": "mobile-design", - "description": "Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr...", + "description": "(Mobile-First · Touch-First · Platform-Respectful)", "category": "development", "tags": [ "mobile" @@ -19698,16 +19469,9 @@ "triggers": [ "mobile", "first", - "engineering", - "doctrine", - "ios", - "android", - "apps", - "covers", "touch", - "interaction", - "performance", - "platform" + "platform", + "respectful" ], "path": "skills/mobile-design/SKILL.md" }, @@ -19762,7 +19526,7 @@ { "id": "modern-javascript-patterns", "name": "modern-javascript-patterns", - "description": "Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici...", + "description": "Comprehensive guide for mastering modern JavaScript (ES6+) features, functional programming patterns, and best practices for writing clean, maintainable, and performant code.", "category": "development", "tags": [ "modern", @@ -19771,16 +19535,16 @@ "triggers": [ "modern", "javascript", + "mastering", "es6", "features", - "including", - "async", - "await", - "destructuring", - "spread", - "operators", - "arrow", - "functions" + "functional", + "programming", + "writing", + "clean", + "maintainable", + "performant", + "code" ], "path": "skills/modern-javascript-patterns/SKILL.md" }, @@ -19835,7 +19599,7 @@ { "id": "monetization", "name": "monetization", - "description": "Estrategia e implementacao de monetizacao para produtos digitais - Stripe, subscriptions, pricing experiments, freemium, upgrade flows, churn prevention, revenue optimization e modelos de negocio...", + "description": "Estrategia e implementacao de monetizacao para produtos digitais - Stripe, subscriptions, pricing experiments, freemium, upgrade flows, churn prevention, revenue optimization e modelos de negocio SaaS.", "category": "general", "tags": [ "monetization", @@ -19887,31 +19651,31 @@ { "id": "monorepo-management", "name": "monorepo-management", - "description": "Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. Use when setting up monor...", + "description": "Build efficient, scalable monorepos that enable code sharing, consistent tooling, and atomic changes across multiple packages and applications.", "category": "general", "tags": [ "monorepo" ], "triggers": [ "monorepo", - "turborepo", - "nx", - "pnpm", - "workspaces", "efficient", "scalable", - "multi", - "package", - "repositories", - "optimized", - "dependency" + "monorepos", + "enable", + "code", + "sharing", + "consistent", + "tooling", + "atomic", + "changes", + "multiple" ], "path": "skills/monorepo-management/SKILL.md" }, { "id": "moodle-external-api-development", "name": "moodle-external-api-development", - "description": "Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va...", + "description": "This skill guides you through creating custom external web service APIs for Moodle LMS, following Moodle's external API framework and coding standards.", "category": "infrastructure", "tags": [ "moodle", @@ -19923,14 +19687,14 @@ "external", "api", "development", + "skill", + "guides", + "through", + "creating", "custom", "web", "apis", - "lms", - "implementing", - "course", - "user", - "tracking" + "lms" ], "path": "skills/moodle-external-api-development/SKILL.md" }, @@ -19962,7 +19726,7 @@ { "id": "multi-advisor", "name": "multi-advisor", - "description": "Conselho de especialistas — consulta multiplos agentes do ecossistema em paralelo para analise multi-perspectiva de qualquer topico. Ativa personas, especialistas e agentes tecnicos...", + "description": "Conselho de especialistas — consulta multiplos agentes do ecossistema em paralelo para analise multi-perspectiva de qualquer topico. Ativa personas, especialistas e agentes tecnicos simultaneamente, cada um pela sua otica unica, e consolida em sintese decisoria final.", "category": "general", "tags": [ "multi-agent", @@ -20040,7 +19804,7 @@ { "id": "multi-cloud-architecture", "name": "multi-cloud-architecture", - "description": "Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin...", + "description": "Decision framework and patterns for architecting applications across AWS, Azure, and GCP.", "category": "infrastructure", "tags": [ "multi", @@ -20051,15 +19815,13 @@ "multi", "cloud", "architecture", - "architectures", "decision", "framework", - "select", - "integrate", + "architecting", + "applications", "aws", "azure", - "gcp", - "building" + "gcp" ], "path": "skills/multi-cloud-architecture/SKILL.md" }, @@ -20221,7 +19983,7 @@ { "id": "n8n-validation-expert", "name": "n8n-validation-expert", - "description": "Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, or need help understanding validation results. Also use when asking about validation...", + "description": "Expert guide for interpreting and fixing n8n validation errors.", "category": "general", "tags": [ "n8n", @@ -20230,24 +19992,17 @@ "triggers": [ "n8n", "validation", - "interpret", - "errors", + "interpreting", "fixing", - "them", - "encountering", - "warnings", - "false", - "positives", - "operator", - "structure" + "errors" ], "path": "skills/n8n-validation-expert/SKILL.md" }, { "id": "n8n-workflow-patterns", "name": "n8n-workflow-patterns", - "description": "Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration,...", - "category": "development", + "description": "Proven architectural patterns for building n8n workflows.", + "category": "architecture", "tags": [ "n8n" ], @@ -20255,15 +20010,7 @@ "n8n", "proven", "architectural", - "real", - "building", - "new", - "designing", - "structure", - "choosing", - "planning", - "architecture", - "asking" + "building" ], "path": "skills/n8n-workflow-patterns/SKILL.md" }, @@ -20320,7 +20067,7 @@ { "id": "neon-postgres", "name": "neon-postgres", - "description": "Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres...", + "description": "Configure Prisma for Neon with connection pooling.", "category": "data-ai", "tags": [ "neon", @@ -20329,14 +20076,10 @@ "triggers": [ "neon", "postgres", - "serverless", - "branching", - "connection", - "pooling", + "configure", "prisma", - "drizzle", - "integration", - "database" + "connection", + "pooling" ], "path": "skills/neon-postgres/SKILL.md" }, @@ -20395,8 +20138,8 @@ { "id": "nestjs-expert", "name": "nestjs-expert", - "description": "Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mongoose integration, and Passport.js auth...", - "category": "security", + "description": "You are an expert in Nest.js with deep knowledge of enterprise-grade Node.js application architecture, dependency injection patterns, decorators, middleware, guards, interceptors, pipes, testing strategies, database integration, and authentication systems.", + "category": "data-ai", "tags": [ "nestjs" ], @@ -20404,23 +20147,23 @@ "nestjs", "nest", "js", - "framework", - "specializing", - "module", + "deep", + "knowledge", + "enterprise", + "grade", + "node", + "application", "architecture", "dependency", - "injection", - "middleware", - "guards", - "interceptors" + "injection" ], "path": "skills/nestjs-expert/SKILL.md" }, { "id": "network-101", "name": "network-101", - "description": "This skill should be used when the user asks to \"set up a web server\", \"configure HTTP or HTTPS\", \"perform SNMP enumeration\", \"configure SMB shares\", \"test network services\", or ne...", - "category": "infrastructure", + "description": "Configure and test common network services (HTTP, HTTPS, SNMP, SMB) for penetration testing lab environments. Enable hands-on practice with service enumeration, log analysis, and security testing against properly configured target systems.", + "category": "security", "tags": [ "network", "101" @@ -20428,16 +20171,16 @@ "triggers": [ "network", "101", - "skill", - "should", - "used", - "user", - "asks", - "set", - "up", - "web", - "server", - "configure" + "configure", + "test", + "common", + "http", + "https", + "snmp", + "smb", + "penetration", + "testing", + "lab" ], "path": "skills/network-101/SKILL.md" }, @@ -20465,24 +20208,21 @@ { "id": "networkx", "name": "networkx", - "description": "Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing graph algorithms (shortest paths, centrality, clustering), detecting...", - "category": "infrastructure", + "description": "NetworkX is a Python package for creating, manipulating, and analyzing complex networks and graphs.", + "category": "development", "tags": [ "networkx" ], "triggers": [ "networkx", - "toolkit", + "python", + "package", "creating", + "manipulating", "analyzing", - "visualizing", "complex", "networks", - "graphs", - "python", - "working", - "network", - "graph" + "graphs" ], "path": "skills/networkx/SKILL.md" }, @@ -20504,8 +20244,8 @@ { "id": "nextjs-app-router-patterns", "name": "nextjs-app-router-patterns", - "description": "Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve...", - "category": "data-ai", + "description": "Comprehensive patterns for Next.js 14+ App Router architecture, Server Components, and modern full-stack React development.", + "category": "development", "tags": [ "nextjs", "app", @@ -20518,12 +20258,12 @@ "next", "js", "14", + "architecture", "server", "components", - "streaming", - "parallel", - "routes", - "data" + "full", + "stack", + "react" ], "path": "skills/nextjs-app-router-patterns/SKILL.md" }, @@ -20582,7 +20322,7 @@ { "id": "nft-standards", "name": "nft-standards", - "description": "Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi...", + "description": "Master ERC-721 and ERC-1155 NFT standards, metadata best practices, and advanced NFT features.", "category": "general", "tags": [ "nft", @@ -20594,21 +20334,16 @@ "erc", "721", "1155", - "proper", "metadata", - "handling", - "minting", - "marketplace", - "integration", - "creating" + "features" ], "path": "skills/nft-standards/SKILL.md" }, { "id": "nodejs-backend-patterns", "name": "nodejs-backend-patterns", - "description": "Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when...", - "category": "data-ai", + "description": "Comprehensive guidance for building scalable, maintainable, and production-ready Node.js backend applications with modern frameworks, architectural patterns, and best practices.", + "category": "development", "tags": [ "nodejs", "backend" @@ -20616,16 +20351,15 @@ "triggers": [ "nodejs", "backend", + "guidance", + "building", + "scalable", + "maintainable", "node", "js", - "express", - "fastify", - "implementing", - "middleware", - "error", - "handling", - "authentication", - "database" + "applications", + "frameworks", + "architectural" ], "path": "skills/nodejs-backend-patterns/SKILL.md" }, @@ -20682,24 +20416,24 @@ { "id": "notebooklm", "name": "notebooklm", - "description": "Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth....", - "category": "security", + "description": "Interact with Google NotebookLM to query documentation with Gemini's source-grounded answers. Each question opens a fresh browser session, retrieves the answer exclusively from your uploaded documents, and closes.", + "category": "general", "tags": [ "notebooklm" ], "triggers": [ "notebooklm", - "skill", - "query", + "interact", "google", - "notebooks", - "directly", - "claude", - "code", + "query", + "documentation", + "gemini", "source", "grounded", - "citation", - "backed" + "answers", + "each", + "question", + "opens" ], "path": "skills/notebooklm/SKILL.md" }, @@ -20730,7 +20464,7 @@ { "id": "notion-template-business", "name": "notion-template-business", - "description": "Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market...", + "description": "You know templates are real businesses that can generate serious income. You've seen creators make six figures selling Notion templates. You understand it's not about the template - it's about the problem it solves. You build systems that turn templates into scalable digital products.", "category": "business", "tags": [ "notion", @@ -20739,16 +20473,16 @@ "triggers": [ "notion", "business", - "building", - "selling", - "just", - "making", - "sustainable", - "digital", - "product", - "covers", - "pricing", - "marketplaces" + "know", + "real", + "businesses", + "generate", + "serious", + "income", + "ve", + "seen", + "creators", + "six" ], "path": "skills/notion-template-business/SKILL.md" }, @@ -20844,7 +20578,7 @@ { "id": "observability-monitoring-slo-implement", "name": "observability-monitoring-slo-implement", - "description": "You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba...", + "description": "You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices. Design comprehensive SLO frameworks, establish meaningful SLIs, and create monitoring systems that balance reliability with feature velocity.", "category": "infrastructure", "tags": [ "observability", @@ -21558,8 +21292,8 @@ { "id": "on-call-handoff-patterns", "name": "on-call-handoff-patterns", - "description": "Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro...", - "category": "architecture", + "description": "Effective patterns for on-call shift transitions, ensuring continuity, context transfer, and reliable incident response across shifts.", + "category": "security", "tags": [ "on", "call", @@ -21569,22 +21303,22 @@ "on", "call", "handoff", + "effective", "shift", - "handoffs", + "transitions", + "ensuring", + "continuity", "context", "transfer", - "escalation", - "procedures", - "documentation", - "transitioning", - "responsibilities" + "reliable", + "incident" ], "path": "skills/on-call-handoff-patterns/SKILL.md" }, { "id": "onboarding-cro", "name": "onboarding-cro", - "description": "When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"u...", + "description": "You are an expert in user onboarding and activation. Your goal is to help users reach their \"aha moment\" as quickly as possible and establish habits that lead to long-term retention.", "category": "general", "tags": [ "onboarding", @@ -21594,15 +21328,15 @@ "onboarding", "cro", "user", - "wants", - "optimize", - "post", - "signup", "activation", - "first", - "run", - "experience", - "time" + "goal", + "users", + "reach", + "aha", + "moment", + "quickly", + "possible", + "establish" ], "path": "skills/onboarding-cro/SKILL.md" }, @@ -21852,8 +21586,8 @@ { "id": "paid-ads", "name": "paid-ads", - "description": "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '...", - "category": "general", + "description": "You are an expert performance marketer with direct access to ad platform accounts. Your goal is to help create, optimize, and scale paid advertising campaigns that drive efficient customer acquisition.", + "category": "business", "tags": [ "paid", "ads" @@ -21861,16 +21595,16 @@ "triggers": [ "paid", "ads", - "user", - "wants", - "advertising", - "campaigns", - "google", - "meta", - "facebook", - "instagram", - "linkedin", - "twitter" + "performance", + "marketer", + "direct", + "access", + "ad", + "platform", + "accounts", + "goal", + "optimize", + "scale" ], "path": "skills/paid-ads/SKILL.md" }, @@ -21957,7 +21691,7 @@ { "id": "paypal-integration", "name": "paypal-integration", - "description": "Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com...", + "description": "Master PayPal payment integration including Express Checkout, IPN handling, recurring billing, and refund workflows.", "category": "general", "tags": [ "paypal", @@ -21966,23 +21700,22 @@ "triggers": [ "paypal", "integration", - "integrate", "payment", - "processing", + "including", "express", "checkout", - "subscriptions", - "refund", - "implementing", - "payments", - "online" + "ipn", + "handling", + "recurring", + "billing", + "refund" ], "path": "skills/paypal-integration/SKILL.md" }, { "id": "paywall-upgrade-cro", "name": "paywall-upgrade-cro", - "description": "When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,...", + "description": "You are an expert in in-app paywalls and upgrade flows. Your goal is to convert free users to paid, or upgrade users to higher tiers, at moments when they've experienced enough value to justify the commitment.", "category": "general", "tags": [ "paywall", @@ -21993,22 +21726,22 @@ "paywall", "upgrade", "cro", - "user", - "wants", - "optimize", "app", "paywalls", - "screens", - "upsell", - "modals", - "feature" + "flows", + "goal", + "convert", + "free", + "users", + "paid", + "higher" ], "path": "skills/paywall-upgrade-cro/SKILL.md" }, { "id": "pci-compliance", "name": "pci-compliance", - "description": "Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ...", + "description": "Master PCI DSS (Payment Card Industry Data Security Standard) compliance for secure payment processing and handling of cardholder data.", "category": "security", "tags": [ "pci", @@ -22018,23 +21751,23 @@ "pci", "compliance", "dss", - "requirements", - "secure", - "handling", "payment", "card", + "industry", "data", - "securing", + "security", + "standard", + "secure", "processing", - "achieving" + "handling" ], "path": "skills/pci-compliance/SKILL.md" }, { "id": "pdf-official", "name": "pdf-official", - "description": "Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall...", - "category": "general", + "description": "This guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detailed examples, see reference.md. If you need to fill out a PDF form, read forms.md and follow its instructions.", + "category": "development", "tags": [ "pdf", "official" @@ -22042,24 +21775,24 @@ "triggers": [ "pdf", "official", - "manipulation", - "toolkit", - "extracting", - "text", - "tables", - "creating", - "new", - "pdfs", - "merging", - "splitting" + "covers", + "essential", + "processing", + "operations", + "python", + "libraries", + "command", + "line", + "features", + "javascript" ], "path": "skills/pdf-official/SKILL.md" }, { "id": "pentest-checklist", "name": "pentest-checklist", - "description": "This skill should be used when the user asks to \"plan a penetration test\", \"create a security assessment checklist\", \"prepare for penetration testing\", \"define pentest scope\", \"foll...", - "category": "security", + "description": "Provide a comprehensive checklist for planning, executing, and following up on penetration tests. Ensure thorough preparation, proper scoping, and effective remediation of discovered vulnerabilities.", + "category": "general", "tags": [ "pentest", "checklist" @@ -22067,24 +21800,24 @@ "triggers": [ "pentest", "checklist", - "skill", - "should", - "used", - "user", - "asks", - "plan", + "provide", + "planning", + "executing", + "following", + "up", "penetration", - "test", - "security", - "assessment" + "tests", + "thorough", + "preparation", + "proper" ], "path": "skills/pentest-checklist/SKILL.md" }, { "id": "pentest-commands", "name": "pentest-commands", - "description": "This skill should be used when the user asks to \"run pentest commands\", \"scan with nmap\", \"use metasploit exploits\", \"crack passwords with hydra or john\", \"scan web vulnerabilities ...", - "category": "general", + "description": "Provide a comprehensive command reference for penetration testing tools including network scanning, exploitation, password cracking, and web application testing. Enable quick command lookup during security assessments.", + "category": "security", "tags": [ "pentest", "commands" @@ -22092,16 +21825,16 @@ "triggers": [ "pentest", "commands", - "skill", - "should", - "used", - "user", - "asks", - "run", - "scan", - "nmap", - "metasploit", - "exploits" + "provide", + "command", + "reference", + "penetration", + "testing", + "including", + "network", + "scanning", + "exploitation", + "password" ], "path": "skills/pentest-commands/SKILL.md" }, @@ -22214,8 +21947,8 @@ { "id": "personal-tool-builder", "name": "personal-tool-builder", - "description": "Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourself, then discover others have the same i...", - "category": "general", + "description": "You believe the best tools come from real problems. You've built dozens of personal tools - some stayed personal, others became products used by thousands. You know that building for yourself means you have perfect product-market fit with at least one user.", + "category": "business", "tags": [ "personal", "builder" @@ -22223,16 +21956,16 @@ "triggers": [ "personal", "builder", - "building", - "custom", - "solve", - "own", + "believe", + "come", + "real", "problems", - "first", - "products", - "often", - "start", - "scratch" + "ve", + "built", + "dozens", + "some", + "stayed", + "others" ], "path": "skills/personal-tool-builder/SKILL.md" }, @@ -22315,8 +22048,8 @@ { "id": "plaid-fintech", "name": "plaid-fintech", - "description": "Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices...", - "category": "security", + "description": "Create a linktoken for Plaid Link, exchange publictoken for accesstoken. Link tokens are short-lived, one-time use. Access tokens don't expire but may need updating when users change passwords.", + "category": "general", "tags": [ "plaid", "fintech" @@ -22324,16 +22057,16 @@ "triggers": [ "plaid", "fintech", - "api", - "integration", - "including", + "linktoken", "link", - "token", - "flows", - "transactions", - "sync", - "identity", - "verification" + "exchange", + "publictoken", + "accesstoken", + "tokens", + "short", + "lived", + "one", + "time" ], "path": "skills/plaid-fintech/SKILL.md" }, @@ -22365,7 +22098,7 @@ { "id": "planning-with-files", "name": "planning-with-files", - "description": "Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin...", + "description": "Work like Manus: Use persistent markdown files as your \"working memory on disk.\"", "category": "general", "tags": [ "planning", @@ -22376,15 +22109,14 @@ "planning", "with", "files", - "implements", + "work", + "like", "manus", - "style", - "file", - "complex", - "tasks", - "creates", - "task", - "plan" + "persistent", + "markdown", + "working", + "memory", + "disk" ], "path": "skills/planning-with-files/SKILL.md" }, @@ -22421,8 +22153,8 @@ { "id": "playwright-skill", "name": "playwright-skill", - "description": "Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ...", - "category": "testing", + "description": "IMPORTANT - Path Resolution: This skill can be installed in different locations (plugin system, manual installation, global, or project-specific). Before executing any commands, determine the skill directory based on where you loaded this SKILL.md file, and use that path in all commands below.", + "category": "general", "tags": [ "playwright", "skill" @@ -22430,16 +22162,16 @@ "triggers": [ "playwright", "skill", - "complete", - "browser", - "automation", - "auto", - "detects", - "dev", - "servers", - "writes", - "clean", - "test" + "important", + "path", + "resolution", + "installed", + "different", + "locations", + "plugin", + "manual", + "installation", + "global" ], "path": "skills/playwright-skill/SKILL.md" }, @@ -22470,8 +22202,8 @@ { "id": "podcast-generation", "name": "podcast-generation", - "description": "Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio...", - "category": "data-ai", + "description": "Generate real audio narratives from text content using Azure OpenAI's Realtime API.", + "category": "development", "tags": [ "podcast", "generation" @@ -22480,15 +22212,15 @@ "podcast", "generation", "generate", - "ai", - "powered", - "style", + "real", "audio", "narratives", + "text", + "content", "azure", "openai", - "gpt", - "realtime" + "realtime", + "api" ], "path": "skills/podcast-generation/SKILL.md" }, @@ -22686,7 +22418,7 @@ { "id": "postmortem-writing", "name": "postmortem-writing", - "description": "Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce...", + "description": "Comprehensive guide to writing effective, blameless postmortems that drive organizational learning and prevent incident recurrence.", "category": "security", "tags": [ "postmortem", @@ -22695,16 +22427,15 @@ "triggers": [ "postmortem", "writing", - "write", "effective", "blameless", "postmortems", - "root", - "cause", - "analysis", - "timelines", - "action", - "items" + "drive", + "organizational", + "learning", + "prevent", + "incident", + "recurrence" ], "path": "skills/postmortem-writing/SKILL.md" }, @@ -22732,7 +22463,7 @@ { "id": "pptx-official", "name": "pptx-official", - "description": "Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo...", + "description": "A user may ask you to create, edit, or analyze the contents of a .pptx file. A .pptx file is essentially a ZIP archive containing XML files and other resources that you can read or edit. You have different tools and workflows available for different tasks.", "category": "general", "tags": [ "pptx", @@ -22741,23 +22472,23 @@ "triggers": [ "pptx", "official", - "presentation", - "creation", - "editing", - "analysis", - "claude", - "work", - "presentations", - "files", - "creating", - "new" + "user", + "may", + "ask", + "edit", + "analyze", + "contents", + "file", + "essentially", + "zip", + "archive" ], "path": "skills/pptx-official/SKILL.md" }, { "id": "pr-writer", "name": "pr-writer", - "description": "ALWAYS use this skill when creating or updating pull requests — never create or edit a PR directly without it. Follows Sentry conventions for PR titles, descriptions, and issue references. Trigger on any create PR, open PR, submit PR, make PR,...", + "description": "Create pull requests following Sentry's engineering practices.", "category": "general", "tags": [ "pr", @@ -22766,16 +22497,11 @@ "triggers": [ "pr", "writer", - "always", - "skill", - "creating", - "updating", "pull", "requests", - "never", - "edit", - "directly", - "without" + "following", + "sentry", + "engineering" ], "path": "skills/pr-writer/SKILL.md" }, @@ -22803,7 +22529,7 @@ { "id": "prisma-expert", "name": "prisma-expert", - "description": "Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re...", + "description": "You are an expert in Prisma ORM with deep knowledge of schema design, migrations, query optimization, relations modeling, and database operations across PostgreSQL, MySQL, and SQLite.", "category": "data-ai", "tags": [ "prisma" @@ -22811,6 +22537,8 @@ "triggers": [ "prisma", "orm", + "deep", + "knowledge", "schema", "migrations", "query", @@ -22818,9 +22546,7 @@ "relations", "modeling", "database", - "operations", - "proactively", - "issues" + "operations" ], "path": "skills/prisma-expert/SKILL.md" }, @@ -22852,8 +22578,8 @@ { "id": "privilege-escalation-methods", "name": "privilege-escalation-methods", - "description": "This skill should be used when the user asks to \"escalate privileges\", \"get root access\", \"become administrator\", \"privesc techniques\", \"abuse sudo\", \"exploit SUID binaries\", \"K...", - "category": "general", + "description": "Provide comprehensive techniques for escalating privileges from a low-privileged user to root/administrator access on compromised Linux and Windows systems. Essential for penetration testing post-exploitation phase and red team operations.", + "category": "testing", "tags": [ "privilege", "escalation", @@ -22863,22 +22589,22 @@ "privilege", "escalation", "methods", - "skill", - "should", - "used", - "user", - "asks", - "escalate", + "provide", + "techniques", + "escalating", "privileges", - "get", - "root" + "low", + "privileged", + "user", + "root", + "administrator" ], "path": "skills/privilege-escalation-methods/SKILL.md" }, { "id": "product-design", "name": "product-design", - "description": "Design de produto nivel Apple — sistemas visuais, UX flows, acessibilidade, linguagem visual proprietaria, design tokens, prototipagem e handoff. Cobre Figma, design systems, tipografia, cor,...", + "description": "Design de produto nivel Apple — sistemas visuais, UX flows, acessibilidade, linguagem visual proprietaria, design tokens, prototipagem e handoff. Cobre Figma, design systems, tipografia, cor, espacamento, motion design e principios de design cognitivo.", "category": "business", "tags": [ "design", @@ -22906,7 +22632,7 @@ { "id": "product-inventor", "name": "product-inventor", - "description": "Product Inventor e Design Alchemist de nivel maximo — combina Product Thinking, Design Systems, UI Engineering, Psicologia Cognitiva, Storytelling e execucao impecavel nivel Jobs/Apple. Use quando...", + "description": "Product Inventor e Design Alchemist de nivel maximo — combina Product Thinking, Design Systems, UI Engineering, Psicologia Cognitiva, Storytelling e execucao impecavel nivel Jobs/Apple.", "category": "business", "tags": [ "product-thinking", @@ -22961,8 +22687,8 @@ { "id": "product-manager-toolkit", "name": "product-manager-toolkit", - "description": "Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritizati...", - "category": "development", + "description": "Essential tools and frameworks for modern product management, from discovery to delivery.", + "category": "business", "tags": [ "product", "manager" @@ -22971,15 +22697,10 @@ "product", "manager", "toolkit", - "managers", - "including", - "rice", - "prioritization", - "customer", - "interview", - "analysis", - "prd", - "discovery" + "essential", + "frameworks", + "discovery", + "delivery" ], "path": "skills/product-manager-toolkit/SKILL.md" }, @@ -23141,22 +22862,22 @@ { "id": "project-development", "name": "project-development", - "description": "This skill should be used when the user asks to \"start an LLM project\", \"design batch pipeline\", \"evaluate task-model fit\", \"structure agent project\", or mentions pipeline architecture, agent-assisted development, cost estimation, or choosing...", - "category": "infrastructure", + "description": "This skill covers the principles for identifying tasks suited to LLM processing, designing effective project architectures, and iterating rapidly using agent-assisted development.", + "category": "data-ai", "tags": [], "triggers": [ "development", "skill", - "should", - "used", - "user", - "asks", - "start", + "covers", + "principles", + "identifying", + "tasks", + "suited", "llm", - "batch", - "pipeline", - "evaluate", - "task" + "processing", + "designing", + "effective", + "architectures" ], "path": "skills/project-development/SKILL.md" }, @@ -23187,7 +22908,7 @@ { "id": "prometheus-configuration", "name": "prometheus-configuration", - "description": "Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or...", + "description": "Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules.", "category": "infrastructure", "tags": [ "prometheus", @@ -23196,23 +22917,20 @@ "triggers": [ "prometheus", "configuration", - "set", - "up", + "complete", + "setup", "metric", "collection", - "storage", - "monitoring", - "infrastructure", - "applications", - "implementing", - "metrics" + "scrape", + "recording", + "rules" ], "path": "skills/prometheus-configuration/SKILL.md" }, { "id": "prompt-caching", "name": "prompt-caching", - "description": "Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm...", + "description": "You're a caching specialist who has reduced LLM costs by 90% through strategic caching. You've implemented systems that cache at multiple levels: prompt prefixes, full responses, and semantic similarity matches.", "category": "data-ai", "tags": [ "prompt", @@ -23221,16 +22939,16 @@ "triggers": [ "prompt", "caching", + "re", + "who", + "reduced", "llm", - "prompts", - "including", - "anthropic", - "response", - "cag", - "cache", - "augmented", - "generation", - "augm" + "costs", + "90", + "through", + "strategic", + "ve", + "implemented" ], "path": "skills/prompt-caching/SKILL.md" }, @@ -23289,7 +23007,7 @@ { "id": "prompt-engineering-patterns", "name": "prompt-engineering-patterns", - "description": "Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio...", + "description": "Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability.", "category": "data-ai", "tags": [ "prompt", @@ -23303,18 +23021,14 @@ "llm", "performance", "reliability", - "controllability", - "optimizing", - "prompts", - "improving", - "outputs" + "controllability" ], "path": "skills/prompt-engineering-patterns/SKILL.md" }, { "id": "prompt-library", "name": "prompt-library", - "description": "Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement techniques. Use when user needs prompt templates, role-...", + "description": "A comprehensive collection of battle-tested prompts inspired by [awesome-chatgpt-prompts](https://github.com/f/awesome-chatgpt-prompts) and community best practices.", "category": "general", "tags": [ "prompt", @@ -23323,24 +23037,24 @@ "triggers": [ "prompt", "library", - "curated", "collection", - "high", - "quality", + "battle", + "tested", "prompts", - "various", - "cases", - "includes", - "role", - "task" + "inspired", + "awesome", + "chatgpt", + "https", + "github", + "com" ], "path": "skills/prompt-library/SKILL.md" }, { "id": "protocol-reverse-engineering", "name": "protocol-reverse-engineering", - "description": "Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol...", - "category": "infrastructure", + "description": "Comprehensive techniques for capturing, analyzing, and documenting network protocols for security research, interoperability, and debugging.", + "category": "security", "tags": [ "protocol", "reverse", @@ -23350,15 +23064,15 @@ "protocol", "reverse", "engineering", - "network", - "including", - "packet", - "analysis", - "dissection", - "custom", - "documentation", + "techniques", + "capturing", "analyzing", - "traffic" + "documenting", + "network", + "protocols", + "security", + "research", + "interoperability" ], "path": "skills/protocol-reverse-engineering/SKILL.md" }, @@ -23422,8 +23136,8 @@ { "id": "pydantic-models-py", "name": "pydantic-models-py", - "description": "Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ...", - "category": "data-ai", + "description": "Create Pydantic models following the multi-model pattern for clean API contracts.", + "category": "development", "tags": [ "pydantic", "models", @@ -23436,12 +23150,9 @@ "following", "multi", "model", - "base", - "update", - "response", - "indb", - "variants", - "defining" + "clean", + "api", + "contracts" ], "path": "skills/pydantic-models-py/SKILL.md" }, @@ -23512,7 +23223,7 @@ { "id": "python-packaging", "name": "python-packaging", - "description": "Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ...", + "description": "Comprehensive guide to creating, structuring, and distributing Python packages using modern packaging tools, pyproject.toml, and publishing to PyPI.", "category": "development", "tags": [ "python", @@ -23521,12 +23232,10 @@ "triggers": [ "python", "packaging", - "distributable", + "creating", + "structuring", + "distributing", "packages", - "proper", - "structure", - "setup", - "py", "pyproject", "toml", "publishing", @@ -23635,24 +23344,24 @@ { "id": "qiskit", "name": "qiskit", - "description": "IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for production workloads, or needing IBM optimization tools. Best for IBM hardware execution, quantum error mitigation, and enterprise quantum computing. For Google hardware...", + "description": "Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators or real quantum computers, and analyze results. Supports IBM Quantum (100+ qubit systems), IonQ, Amazon Braket, and other providers.", "category": "general", "tags": [ "qiskit" ], "triggers": [ "qiskit", - "ibm", + "world", + "most", + "popular", + "open", + "source", "quantum", "computing", "framework", - "targeting", - "hardware", - "working", - "runtime", - "workloads", - "needing", - "optimization" + "13m", + "downloads", + "circuits" ], "path": "skills/qiskit/SKILL.md" }, @@ -23733,7 +23442,7 @@ { "id": "rag-engineer", "name": "rag-engineer", - "description": "Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ...", + "description": "I bridge the gap between raw documents and LLM understanding. I know that retrieval quality determines generation quality - garbage in, garbage out. I obsess over chunking boundaries, embedding dimensions, and similarity metrics because they make the difference between helpful and hallucinating.", "category": "data-ai", "tags": [ "rag" @@ -23741,16 +23450,16 @@ "triggers": [ "rag", "engineer", - "building", + "bridge", + "gap", + "between", + "raw", + "documents", + "llm", + "understanding", + "know", "retrieval", - "augmented", - "generation", - "masters", - "embedding", - "models", - "vector", - "databases", - "chunking" + "quality" ], "path": "skills/rag-engineer/SKILL.md" }, @@ -23781,7 +23490,7 @@ { "id": "react-best-practices", "name": "react-best-practices", - "description": "React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat...", + "description": "Comprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Contains 45 rules across 8 categories, prioritized by impact to guide automated refactoring and code generation.", "category": "development", "tags": [ "react", @@ -23792,22 +23501,22 @@ "react", "best", "practices", - "next", - "js", "performance", "optimization", - "guidelines", + "next", + "js", + "applications", + "maintained", "vercel", - "engineering", - "skill", - "should" + "contains", + "45" ], "path": "skills/react-best-practices/SKILL.md" }, { "id": "react-flow-architect", "name": "react-flow-architect", - "description": "Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or...", + "description": "Build production-ready ReactFlow applications with hierarchical navigation, performance optimization, and advanced state management.", "category": "development", "tags": [ "react", @@ -23818,21 +23527,19 @@ "flow", "architect", "reactflow", - "building", - "interactive", - "graph", "applications", "hierarchical", - "node", - "edge", - "performance" + "navigation", + "performance", + "optimization", + "state" ], "path": "skills/react-flow-architect/SKILL.md" }, { "id": "react-flow-node-ts", "name": "react-flow-node-ts", - "description": "Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no...", + "description": "Create React Flow node components following established patterns with proper TypeScript types and store integration.", "category": "development", "tags": [ "react", @@ -23846,20 +23553,20 @@ "node", "ts", "components", + "following", + "established", + "proper", "typescript", "types", - "zustand", - "integration", - "building", - "custom", - "nodes" + "store", + "integration" ], "path": "skills/react-flow-node-ts/SKILL.md" }, { "id": "react-modernization", "name": "react-modernization", - "description": "Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to...", + "description": "Master React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation.", "category": "development", "tags": [ "react", @@ -23868,23 +23575,23 @@ "triggers": [ "react", "modernization", - "upgrade", - "applications", - "latest", - "versions", - "migrate", + "version", + "upgrades", "class", - "components", "hooks", - "adopt", - "concurrent" + "migration", + "concurrent", + "features", + "adoption", + "codemods", + "automated" ], "path": "skills/react-modernization/SKILL.md" }, { "id": "react-native-architecture", "name": "react-native-architecture", - "description": "Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti...", + "description": "Production-ready patterns for React Native development with Expo, including navigation, state management, native modules, and offline-first architecture.", "category": "development", "tags": [ "react", @@ -23895,15 +23602,14 @@ "react", "native", "architecture", - "apps", + "development", "expo", + "including", "navigation", + "state", "modules", "offline", - "sync", - "cross", - "platform", - "developing" + "first" ], "path": "skills/react-native-architecture/SKILL.md" }, @@ -24003,24 +23709,24 @@ { "id": "readme", "name": "readme", - "description": "When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he...", + "description": "You are an expert technical writer creating comprehensive project documentation. Your goal is to write a README.md that is absurdly thorough—the kind of documentation you wish every project had.", "category": "general", "tags": [ "readme" ], "triggers": [ "readme", - "user", - "wants", - "update", - "md", - "file", - "says", - "write", - "document", + "technical", + "writer", + "creating", "documentation", - "asks", - "he" + "goal", + "write", + "md", + "absurdly", + "thorough", + "kind", + "wish" ], "path": "skills/readme/SKILL.md" }, @@ -24057,7 +23763,7 @@ { "id": "receiving-code-review", "name": "receiving-code-review", - "description": "Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat...", + "description": "Code review requires technical evaluation, not emotional performance.", "category": "general", "tags": [ "receiving", @@ -24067,15 +23773,11 @@ "receiving", "code", "review", - "feedback", - "before", - "implementing", - "suggestions", - "especially", - "seems", - "unclear", - "technically", - "questionable" + "requires", + "technical", + "evaluation", + "emotional", + "performance" ], "path": "skills/receiving-code-review/SKILL.md" }, @@ -24108,8 +23810,8 @@ { "id": "red-team-tools", "name": "red-team-tools", - "description": "This skill should be used when the user asks to \"follow red team methodology\", \"perform bug bounty hunting\", \"automate reconnaissance\", \"hunt for XSS vulnerabilities\", \"enumerate su...", - "category": "general", + "description": "Implement proven methodologies and tool workflows from top security researchers for effective reconnaissance, vulnerability discovery, and bug bounty hunting. Automate common tasks while maintaining thorough coverage of attack surfaces.", + "category": "security", "tags": [ "red", "team" @@ -24117,16 +23819,16 @@ "triggers": [ "red", "team", - "skill", - "should", - "used", - "user", - "asks", - "follow", - "methodology", - "perform", - "bug", - "bounty" + "proven", + "methodologies", + "top", + "security", + "researchers", + "effective", + "reconnaissance", + "vulnerability", + "discovery", + "bug" ], "path": "skills/red-team-tools/SKILL.md" }, @@ -24182,8 +23884,8 @@ { "id": "referral-program", "name": "referral-program", - "description": "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of...", - "category": "general", + "description": "You are an expert in viral growth and referral marketing with access to referral program data and third-party tools. Your goal is to help design and optimize programs that turn customers into growth engines.", + "category": "data-ai", "tags": [ "referral", "program" @@ -24191,15 +23893,16 @@ "triggers": [ "referral", "program", - "user", - "wants", + "viral", + "growth", + "marketing", + "access", + "data", + "third", + "party", + "goal", "optimize", - "analyze", - "affiliate", - "word", - "mouth", - "mentions", - "ambassador" + "programs" ], "path": "skills/referral-program/SKILL.md" }, @@ -24637,7 +24340,7 @@ { "id": "saga-orchestration", "name": "saga-orchestration", - "description": "Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running...", + "description": "Patterns for managing distributed transactions and long-running business processes.", "category": "architecture", "tags": [ "saga" @@ -24645,16 +24348,13 @@ "triggers": [ "saga", "orchestration", + "managing", "distributed", "transactions", - "cross", - "aggregate", - "coordinating", - "multi", - "step", + "long", + "running", "business", - "processes", - "handling" + "processes" ], "path": "skills/saga-orchestration/SKILL.md" }, @@ -24710,31 +24410,31 @@ { "id": "salesforce-development", "name": "salesforce-development", - "description": "Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ...", - "category": "architecture", + "description": "Use @wire decorator for reactive data binding with Lightning Data Service or Apex methods. @wire fits LWC's reactive architecture and enables Salesforce performance optimizations.", + "category": "infrastructure", "tags": [ "salesforce" ], "triggers": [ "salesforce", "development", - "platform", - "including", + "wire", + "decorator", + "reactive", + "data", + "binding", "lightning", - "web", - "components", - "lwc", "apex", - "triggers", - "classes", - "rest" + "methods", + "fits", + "lwc" ], "path": "skills/salesforce-development/SKILL.md" }, { "id": "sam-altman", "name": "sam-altman", - "description": "Agente que simula Sam Altman — CEO da OpenAI, ex-presidente da Y Combinator, arquiteto da era AGI. Use quando quiser: perspectivas sobre startups e fundraising (YC playbook completo), visão sobre...", + "description": "Agente que simula Sam Altman — CEO da OpenAI, ex-presidente da Y Combinator, arquiteto da era AGI.", "category": "general", "tags": [ "persona", @@ -24791,7 +24491,7 @@ { "id": "sast-configuration", "name": "sast-configuration", - "description": "Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut...", + "description": "Static Application Security Testing (SAST) tool setup, configuration, and custom rule creation for comprehensive security scanning across multiple programming languages.", "category": "security", "tags": [ "sast", @@ -24800,16 +24500,16 @@ "triggers": [ "sast", "configuration", - "configure", "static", "application", "security", "testing", - "automated", - "vulnerability", - "detection", - "code", - "setting" + "setup", + "custom", + "rule", + "creation", + "scanning", + "multiple" ], "path": "skills/sast-configuration/SKILL.md" }, @@ -24840,48 +24540,48 @@ { "id": "scanning-tools", "name": "scanning-tools", - "description": "This skill should be used when the user asks to \"perform vulnerability scanning\", \"scan networks for open ports\", \"assess web application security\", \"scan wireless networks\", \"detec...", + "description": "Master essential security scanning tools for network discovery, vulnerability assessment, web application testing, wireless security, and compliance validation. This skill covers tool selection, configuration, and practical usage across different scanning categories.", "category": "security", "tags": [ "scanning" ], "triggers": [ "scanning", - "skill", - "should", - "used", - "user", - "asks", - "perform", + "essential", + "security", + "network", + "discovery", "vulnerability", - "scan", - "networks", - "open", - "ports" + "assessment", + "web", + "application", + "testing", + "wireless", + "compliance" ], "path": "skills/scanning-tools/SKILL.md" }, { "id": "scanpy", "name": "scanpy", - "description": "Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, and visualization. Best for exploratory scRNA-seq analysis with established workflows. For...", - "category": "infrastructure", + "description": "Scanpy is a scalable Python toolkit for analyzing single-cell RNA-seq data, built on AnnData. Apply this skill for complete single-cell workflows including quality control, normalization, dimensionality reduction, clustering, marker gene identification, visualization, and trajectory analysis.", + "category": "data-ai", "tags": [ "scanpy" ], "triggers": [ "scanpy", - "standard", + "scalable", + "python", + "toolkit", + "analyzing", "single", "cell", "rna", "seq", - "analysis", - "pipeline", - "qc", - "normalization", - "dimensionality", - "reduction" + "data", + "built", + "anndata" ], "path": "skills/scanpy/SKILL.md" }, @@ -24913,8 +24613,8 @@ { "id": "scientific-writing", "name": "scientific-writing", - "description": "Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD...", - "category": "workflow", + "description": "This is the core skill for the deep research and writing tool—combining AI-driven deep research with well-formatted written outputs. Every document produced is backed by comprehensive literature search and verified citations through the research-lookup skill.", + "category": "data-ai", "tags": [ "scientific", "writing" @@ -24926,12 +24626,12 @@ "skill", "deep", "research", - "write", - "manuscripts", - "full", - "paragraphs", - "never", - "bullet" + "combining", + "ai", + "driven", + "well", + "formatted", + "written" ], "path": "skills/scientific-writing/SKILL.md" }, @@ -24963,7 +24663,7 @@ { "id": "screen-reader-testing", "name": "screen-reader-testing", - "description": "Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp...", + "description": "Practical guide to testing web applications with screen readers for comprehensive accessibility validation.", "category": "testing", "tags": [ "screen", @@ -24973,15 +24673,12 @@ "screen", "reader", "testing", - "test", + "practical", "web", "applications", "readers", - "including", - "voiceover", - "nvda", - "jaws", - "validating" + "accessibility", + "validation" ], "path": "skills/screen-reader-testing/SKILL.md" }, @@ -25012,8 +24709,8 @@ { "id": "scroll-experience", "name": "scroll-experience", - "description": "Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p...", - "category": "business", + "description": "You see scrolling as a narrative device, not just navigation. You create moments of delight as users scroll. You know when to use subtle animations and when to go cinematic. You balance performance with visual impact. You make websites feel like movies you control with your thumb.", + "category": "development", "tags": [ "scroll", "experience" @@ -25021,40 +24718,40 @@ "triggers": [ "scroll", "experience", - "building", - "immersive", - "driven", - "experiences", - "parallax", - "storytelling", - "animations", - "interactive", - "narratives", - "cinematic" + "see", + "scrolling", + "narrative", + "device", + "just", + "navigation", + "moments", + "delight", + "users", + "know" ], "path": "skills/scroll-experience/SKILL.md" }, { "id": "seaborn", "name": "seaborn", - "description": "Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For interactive plots use plotly;...", - "category": "general", + "description": "Seaborn is a Python visualization library for creating publication-quality statistical graphics. Use this skill for dataset-oriented plotting, multivariate analysis, automatic statistical estimation, and complex multi-panel figures with minimal code.", + "category": "development", "tags": [ "seaborn" ], "triggers": [ "seaborn", - "statistical", + "python", "visualization", - "pandas", - "integration", - "quick", - "exploration", - "distributions", - "relationships", - "categorical", - "comparisons", - "attractive" + "library", + "creating", + "publication", + "quality", + "statistical", + "graphics", + "skill", + "dataset", + "oriented" ], "path": "skills/seaborn/SKILL.md" }, @@ -25077,7 +24774,7 @@ { "id": "secrets-management", "name": "secrets-management", - "description": "Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ...", + "description": "Secure secrets management practices for CI/CD pipelines using Vault, AWS Secrets Manager, and other tools.", "category": "security", "tags": [ "secrets" @@ -25091,10 +24788,7 @@ "vault", "aws", "manager", - "native", - "platform", - "solutions", - "handling" + "other" ], "path": "skills/secrets-management/SKILL.md" }, @@ -25146,7 +24840,7 @@ { "id": "security-bluebook-builder", "name": "security-bluebook-builder", - "description": "Create or refine a concise, normative security policy (\"Blue Book\") for sensitive applications. Use when users need a threat model, data classification rules, auth/session policy, logging and audit requirements, retention/deletion expectations, incident response, or security...", + "description": "Build a minimal but real security policy for sensitive apps. The output is a single, coherent Blue Book document using MUST/SHOULD/CAN language, with explicit assumptions, scope, and security gates.", "category": "security", "tags": [ "security", @@ -25157,22 +24851,22 @@ "security", "bluebook", "builder", - "refine", - "concise", - "normative", + "minimal", + "real", "policy", - "blue", - "book", "sensitive", - "applications", - "users" + "apps", + "output", + "single", + "coherent", + "blue" ], "path": "skills/security-bluebook-builder/SKILL.md" }, { "id": "security-compliance-compliance-check", "name": "security-compliance-compliance-check", - "description": "You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im...", + "description": "You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform comprehensive compliance audits and provide implementation guidance for achieving and maintaining compliance.", "category": "security", "tags": [ "security", @@ -25224,7 +24918,7 @@ { "id": "security-scanning-security-dependencies", "name": "security-scanning-security-dependencies", - "description": "You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass...", + "description": "You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across multiple ecosystems to identify vulnerabilities, assess risks, and provide automated remediation strategies.", "category": "security", "tags": [ "security", @@ -25469,7 +25163,7 @@ { "id": "segment-cdp", "name": "segment-cdp", - "description": "Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ...", + "description": "Client-side tracking with Analytics.js. Include track, identify, page, and group calls. Anonymous ID persists until identify merges with user.", "category": "data-ai", "tags": [ "segment", @@ -25478,16 +25172,16 @@ "triggers": [ "segment", "cdp", - "customer", - "data", - "platform", - "including", - "analytics", - "js", - "server", + "client", "side", "tracking", - "plans" + "analytics", + "js", + "include", + "track", + "identify", + "page", + "group" ], "path": "skills/segment-cdp/SKILL.md" }, @@ -25547,7 +25241,7 @@ { "id": "sendgrid-automation", "name": "sendgrid-automation", - "description": "Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche...", + "description": "Automate SendGrid email delivery workflows including marketing campaigns (Single Sends), contact and list management, sender identity setup, and email analytics through Composio's SendGrid toolkit.", "category": "data-ai", "tags": [ "sendgrid" @@ -25557,38 +25251,30 @@ "automation", "automate", "email", - "operations", + "delivery", "including", - "sending", - "emails", - "managing", - "contacts", - "lists", - "sender" + "marketing", + "campaigns", + "single", + "sends", + "contact", + "list" ], "path": "skills/sendgrid-automation/SKILL.md" }, { "id": "senior-architect", "name": "senior-architect", - "description": "Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I...", - "category": "data-ai", + "description": "Complete toolkit for senior architect with modern tools and best practices.", + "category": "general", "tags": [ "senior" ], "triggers": [ "senior", "architect", - "software", - "architecture", - "skill", - "designing", - "scalable", - "maintainable", - "reactjs", - "nextjs", - "nodejs", - "express" + "complete", + "toolkit" ], "path": "skills/senior-architect/SKILL.md" }, @@ -25620,8 +25306,8 @@ { "id": "senior-fullstack", "name": "senior-fullstack", - "description": "Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec...", - "category": "development", + "description": "Complete toolkit for senior fullstack with modern tools and best practices.", + "category": "general", "tags": [ "senior", "fullstack" @@ -25629,16 +25315,8 @@ "triggers": [ "senior", "fullstack", - "development", - "skill", - "building", "complete", - "web", - "applications", - "react", - "next", - "js", - "node" + "toolkit" ], "path": "skills/senior-fullstack/SKILL.md" }, @@ -26051,7 +25729,7 @@ { "id": "service-mesh-observability", "name": "service-mesh-observability", - "description": "Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL...", + "description": "Complete guide to observability patterns for Istio, Linkerd, and service mesh deployments.", "category": "infrastructure", "tags": [ "service", @@ -26062,15 +25740,10 @@ "service", "mesh", "observability", - "meshes", - "including", - "distributed", - "tracing", - "metrics", - "visualization", - "setting", - "up", - "monitoring" + "complete", + "istio", + "linkerd", + "deployments" ], "path": "skills/service-mesh-observability/SKILL.md" }, @@ -26181,8 +25854,8 @@ { "id": "shodan-reconnaissance", "name": "shodan-reconnaissance", - "description": "This skill should be used when the user asks to \"search for exposed devices on the internet,\" \"perform Shodan reconnaissance,\" \"find vulnerable services using Shodan,\" \"scan IP ranges...", - "category": "general", + "description": "Provide systematic methodologies for leveraging Shodan as a reconnaissance tool during penetration testing engagements.", + "category": "testing", "tags": [ "shodan", "reconnaissance" @@ -26190,23 +25863,21 @@ "triggers": [ "shodan", "reconnaissance", - "skill", - "should", - "used", - "user", - "asks", - "search", - "exposed", - "devices", - "internet", - "perform" + "provide", + "systematic", + "methodologies", + "leveraging", + "during", + "penetration", + "testing", + "engagements" ], "path": "skills/shodan-reconnaissance/SKILL.md" }, { "id": "shopify-apps", "name": "shopify-apps", - "description": "Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U...", + "description": "Modern Shopify app template with React Router", "category": "development", "tags": [ "shopify", @@ -26216,15 +25887,8 @@ "shopify", "apps", "app", - "development", - "including", - "remix", "react", - "router", - "embedded", - "bridge", - "webhook", - "handling" + "router" ], "path": "skills/shopify-apps/SKILL.md" }, @@ -26279,7 +25943,7 @@ { "id": "signup-flow-cro", "name": "signup-flow-cro", - "description": "When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions \"signup conversions,\" \"registration friction,\" \"signup...", + "description": "You are an expert in optimizing signup and registration flows. Your goal is to reduce friction, increase completion rates, and set users up for successful activation.", "category": "general", "tags": [ "signup", @@ -26290,15 +25954,15 @@ "signup", "flow", "cro", - "user", - "wants", - "optimize", + "optimizing", "registration", - "account", - "creation", - "trial", - "activation", - "flows" + "flows", + "goal", + "reduce", + "friction", + "increase", + "completion", + "rates" ], "path": "skills/signup-flow-cro/SKILL.md" }, @@ -26358,8 +26022,8 @@ { "id": "skill-creator", "name": "skill-creator", - "description": "This skill should be used when the user asks to create a new skill, build a skill, make a custom skill, develop a CLI skill, or wants to extend the CLI with new capabilities. Automates the entire s...", - "category": "general", + "description": "To create new CLI skills following Anthropic's official best practices with zero manual configuration. This skill automates brainstorming, template application, validation, and installation processes while maintaining progressive disclosure patterns and writing style standards.", + "category": "security", "tags": [ "[automation", "scaffolding", @@ -26373,12 +26037,12 @@ "meta-skill]", "skill", "creator", - "should", - "used", - "user", - "asks", "new", - "custom" + "cli", + "skills", + "following", + "anthropic", + "official" ], "path": "skills/skill-creator/SKILL.md" }, @@ -26411,31 +26075,31 @@ { "id": "skill-developer", "name": "skill-developer", - "description": "Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil...", - "category": "architecture", + "description": "Comprehensive guide for creating and managing skills in Claude Code with auto-activation system, following Anthropic's official best practices including the 500-line rule and progressive disclosure pattern.", + "category": "general", "tags": [ "skill" ], "triggers": [ "skill", "developer", + "creating", + "managing", + "skills", "claude", "code", - "skills", + "auto", + "activation", "following", "anthropic", - "creating", - "new", - "modifying", - "rules", - "json" + "official" ], "path": "skills/skill-developer/SKILL.md" }, { "id": "skill-improver", "name": "skill-improver", - "description": "Iteratively reviews and fixes Claude Code skill quality issues until they meet standards. Runs automated fix-review cycles using the skill-reviewer agent. Use to fix skill quality issues, improve skill descriptions, run automated skill review loops, or iteratively refine a...", + "description": "Iteratively improve a Claude Code skill using the skill-reviewer agent until it meets quality standards.", "category": "general", "tags": [ "skill", @@ -26445,14 +26109,14 @@ "skill", "improver", "iteratively", - "reviews", - "fixes", + "improve", "claude", "code", - "quality", - "issues", + "reviewer", + "agent", "until", - "meet", + "meets", + "quality", "standards" ], "path": "skills/skill-improver/SKILL.md" @@ -26533,7 +26197,7 @@ { "id": "skill-scanner", "name": "skill-scanner", - "description": "Scan agent skills for security issues. Use when asked to \"scan a skill\", \"audit a skill\", \"review skill security\", \"check skill for injection\", \"validate SKILL.md\", or assess whether an agent skill is safe to install. Checks for prompt injection, malicious scripts,...", + "description": "Scan agent skills for security issues before adoption. Detects prompt injection, malicious code, excessive permissions, secret exposure, and supply chain risks.", "category": "security", "tags": [ "skill", @@ -26547,10 +26211,10 @@ "skills", "security", "issues", - "asked", - "audit", - "review", - "check", + "before", + "adoption", + "detects", + "prompt", "injection" ], "path": "skills/skill-scanner/SKILL.md" @@ -26659,8 +26323,8 @@ { "id": "slack-automation", "name": "slack-automation", - "description": "Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica...", - "category": "development", + "description": "Automate Slack workspace operations including messaging, search, channel management, and reaction workflows through Composio's Slack toolkit.", + "category": "workflow", "tags": [ "slack" ], @@ -26668,14 +26332,14 @@ "slack", "automation", "automate", + "workspace", + "operations", + "including", "messaging", - "channel", "search", - "reactions", - "threads", - "via", - "rube", - "mcp", + "channel", + "reaction", + "through", "composio" ], "path": "skills/slack-automation/SKILL.md" @@ -26683,8 +26347,8 @@ { "id": "slack-bot-builder", "name": "slack-bot-builder", - "description": "Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W...", - "category": "development", + "description": "The Bolt framework is Slack's recommended approach for building apps. It handles authentication, event routing, request verification, and HTTP request processing so you can focus on app logic.", + "category": "architecture", "tags": [ "slack", "bot", @@ -26694,22 +26358,22 @@ "slack", "bot", "builder", - "apps", "bolt", "framework", - "python", - "javascript", - "java", - "covers", - "block", - "kit" + "recommended", + "approach", + "building", + "apps", + "authentication", + "event", + "routing" ], "path": "skills/slack-bot-builder/SKILL.md" }, { "id": "slack-gif-creator", "name": "slack-gif-creator", - "description": "Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"...", + "description": "A toolkit providing utilities and knowledge for creating animated GIFs optimized for Slack.", "category": "general", "tags": [ "slack", @@ -26720,15 +26384,14 @@ "slack", "gif", "creator", - "knowledge", + "toolkit", + "providing", "utilities", + "knowledge", "creating", "animated", "gifs", - "optimized", - "provides", - "constraints", - "validation" + "optimized" ], "path": "skills/slack-gif-creator/SKILL.md" }, @@ -26750,32 +26413,31 @@ { "id": "slo-implementation", "name": "slo-implementation", - "description": "Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or m...", + "description": "Framework for defining and implementing Service Level Indicators (SLIs), Service Level Objectives (SLOs), and error budgets.", "category": "infrastructure", "tags": [ "slo" ], "triggers": [ "slo", - "define", + "framework", + "defining", + "implementing", "level", "indicators", "slis", "objectives", "slos", "error", - "budgets", - "alerting", - "establishing", - "reliability" + "budgets" ], "path": "skills/slo-implementation/SKILL.md" }, { "id": "smtp-penetration-testing", "name": "smtp-penetration-testing", - "description": "This skill should be used when the user asks to \"perform SMTP penetration testing\", \"enumerate email users\", \"test for open mail relays\", \"grab SMTP banners\", \"brute force email cre...", - "category": "testing", + "description": "Conduct comprehensive security assessments of SMTP (Simple Mail Transfer Protocol) servers to identify vulnerabilities including open relays, user enumeration, weak authentication, and misconfiguration.", + "category": "security", "tags": [ "smtp", "penetration" @@ -26784,23 +26446,23 @@ "smtp", "penetration", "testing", - "skill", - "should", - "used", - "user", - "asks", - "perform", - "enumerate", - "email", - "users" + "conduct", + "security", + "assessments", + "simple", + "mail", + "transfer", + "protocol", + "servers", + "identify" ], "path": "skills/smtp-penetration-testing/SKILL.md" }, { "id": "social-content", "name": "social-content", - "description": "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn...", - "category": "general", + "description": "You are an expert social media strategist with direct access to a scheduling platform that publishes to all major social networks. Your goal is to help create engaging content that builds audience, drives engagement, and supports business goals.", + "category": "business", "tags": [ "social", "content" @@ -26808,23 +26470,23 @@ "triggers": [ "social", "content", - "user", - "wants", - "creating", - "scheduling", - "optimizing", "media", - "linkedin", - "twitter", - "instagram", - "tiktok" + "strategist", + "direct", + "access", + "scheduling", + "platform", + "publishes", + "all", + "major", + "networks" ], "path": "skills/social-content/SKILL.md" }, { "id": "social-orchestrator", "name": "social-orchestrator", - "description": "Orquestrador unificado de canais sociais — coordena Instagram, Telegram e WhatsApp em um unico fluxo de trabalho. Publicacao cross-channel, metricas unificadas, reutilizacao de conteudo por...", + "description": "Orquestrador unificado de canais sociais — coordena Instagram, Telegram e WhatsApp em um unico fluxo de trabalho. Publicacao cross-channel, metricas unificadas, reutilizacao de conteudo por formato, agendamento sincronizado e gestao centralizada de campanhas em todos os canais simultaneamente.", "category": "general", "tags": [ "social-media", @@ -26876,7 +26538,7 @@ { "id": "solidity-security", "name": "solidity-security", - "description": "Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin...", + "description": "Master smart contract security best practices, vulnerability prevention, and secure Solidity development patterns.", "category": "security", "tags": [ "solidity", @@ -26887,14 +26549,10 @@ "security", "smart", "contract", - "prevent", - "common", - "vulnerabilities", + "vulnerability", + "prevention", "secure", - "writing", - "contracts", - "auditing", - "existing" + "development" ], "path": "skills/solidity-security/SKILL.md" }, @@ -27013,8 +26671,8 @@ { "id": "sql-injection-testing", "name": "sql-injection-testing", - "description": "This skill should be used when the user asks to \"test for SQL injection vulnerabilities\", \"perform SQLi attacks\", \"bypass authentication using SQL injection\", \"extract database inform...", - "category": "data-ai", + "description": "Execute comprehensive SQL injection vulnerability assessments on web applications to identify database security flaws, demonstrate exploitation techniques, and validate input sanitization mechanisms.", + "category": "security", "tags": [ "sql", "injection" @@ -27023,22 +26681,22 @@ "sql", "injection", "testing", - "skill", - "should", - "used", - "user", - "asks", - "test", - "vulnerabilities", - "perform", - "sqli" + "execute", + "vulnerability", + "assessments", + "web", + "applications", + "identify", + "database", + "security", + "flaws" ], "path": "skills/sql-injection-testing/SKILL.md" }, { "id": "sql-optimization-patterns", "name": "sql-optimization-patterns", - "description": "Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...", + "description": "Transform slow database queries into lightning-fast operations through systematic optimization, proper indexing, and query plan analysis.", "category": "data-ai", "tags": [ "sql", @@ -27047,16 +26705,16 @@ "triggers": [ "sql", "optimization", - "query", - "indexing", - "explain", - "analysis", - "dramatically", - "improve", + "transform", + "slow", "database", - "performance", - "eliminate", - "slow" + "queries", + "lightning", + "fast", + "operations", + "through", + "systematic", + "proper" ], "path": "skills/sql-optimization-patterns/SKILL.md" }, @@ -27087,7 +26745,7 @@ { "id": "sqlmap-database-pentesting", "name": "sqlmap-database-pentesting", - "description": "This skill should be used when the user asks to \"automate SQL injection testing,\" \"enumerate database structure,\" \"extract database credentials using sqlmap,\" \"dump tables and columns...", + "description": "Provide systematic methodologies for automated SQL injection detection and exploitation using SQLMap.", "category": "data-ai", "tags": [ "sqlmap", @@ -27098,15 +26756,14 @@ "sqlmap", "database", "pentesting", - "skill", - "should", - "used", - "user", - "asks", - "automate", + "provide", + "systematic", + "methodologies", + "automated", "sql", "injection", - "testing" + "detection", + "exploitation" ], "path": "skills/sqlmap-database-pentesting/SKILL.md" }, @@ -27186,8 +26843,8 @@ { "id": "ssh-penetration-testing", "name": "ssh-penetration-testing", - "description": "This skill should be used when the user asks to \"pentest SSH services\", \"enumerate SSH configurations\", \"brute force SSH credentials\", \"exploit SSH vulnerabilities\", \"perform SSH tu...", - "category": "testing", + "description": "Conduct comprehensive SSH security assessments including enumeration, credential attacks, vulnerability exploitation, tunneling techniques, and post-exploitation activities. This skill covers the complete methodology for testing SSH service security.", + "category": "security", "tags": [ "ssh", "penetration" @@ -27196,15 +26853,15 @@ "ssh", "penetration", "testing", - "skill", - "should", - "used", - "user", - "asks", - "pentest", - "enumerate", - "configurations", - "brute" + "conduct", + "security", + "assessments", + "including", + "enumeration", + "credential", + "attacks", + "vulnerability", + "exploitation" ], "path": "skills/ssh-penetration-testing/SKILL.md" }, @@ -27343,7 +27000,7 @@ { "id": "startup-financial-modeling", "name": "startup-financial-modeling", - "description": "This skill should be used when the user asks to \\\\\\\"create financial projections\", \"build a financial model\", \"forecast revenue\", \"calculate burn rate\", \"estimate runway\", \"model cash flow\", or...", + "description": "Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups.", "category": "business", "tags": [ "startup", @@ -27354,23 +27011,23 @@ "startup", "financial", "modeling", - "skill", - "should", - "used", - "user", - "asks", + "year", + "models", + "revenue", "projections", - "model", - "forecast", - "revenue" + "cost", + "structures", + "cash", + "flow", + "analysis" ], "path": "skills/startup-financial-modeling/SKILL.md" }, { "id": "startup-metrics-framework", "name": "startup-metrics-framework", - "description": "This skill should be used when the user asks about \\\\\\\"key startup metrics\", \"SaaS metrics\", \"CAC and LTV\", \"unit economics\", \"burn multiple\", \"rule of 40\", \"marketplace metrics\", or requests...", - "category": "testing", + "description": "Comprehensive guide to tracking, calculating, and optimizing key performance metrics for different startup business models from seed through Series A.", + "category": "business", "tags": [ "startup", "metrics", @@ -27380,46 +27037,46 @@ "startup", "metrics", "framework", - "skill", - "should", - "used", - "user", - "asks", - "about", + "tracking", + "calculating", + "optimizing", "key", - "saas", - "cac" + "performance", + "different", + "business", + "models", + "seed" ], "path": "skills/startup-metrics-framework/SKILL.md" }, { "id": "statsmodels", "name": "statsmodels", - "description": "Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For...", + "description": "Statsmodels is Python's premier library for statistical modeling, providing tools for estimation, inference, and diagnostics across a wide range of statistical methods.", "category": "development", "tags": [ "statsmodels" ], "triggers": [ "statsmodels", - "statistical", - "models", - "library", "python", - "specific", - "model", - "classes", - "ols", - "glm", - "mixed", - "arima" + "premier", + "library", + "statistical", + "modeling", + "providing", + "estimation", + "inference", + "diagnostics", + "wide", + "range" ], "path": "skills/statsmodels/SKILL.md" }, { "id": "steve-jobs", "name": "steve-jobs", - "description": "Agente que simula Steve Jobs — cofundador da Apple, CEO da Pixar, fundador da NeXT, o maior designer de produtos tecnologicos da historia e o mais influente apresentador de produtos do mundo. Use...", + "description": "Agente que simula Steve Jobs — cofundador da Apple, CEO da Pixar, fundador da NeXT, o maior designer de produtos tecnologicos da historia e o mais influente apresentador de produtos do mundo.", "category": "business", "tags": [ "persona", @@ -27468,7 +27125,7 @@ { "id": "stitch-ui-design", "name": "stitch-ui-design", - "description": "Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra...", + "description": "Expert guidance for crafting effective prompts in Google Stitch, the AI-powered UI design tool by Google Labs. This skill helps create precise, actionable prompts that generate high-quality UI designs for web and mobile applications.", "category": "data-ai", "tags": [ "stitch", @@ -27477,16 +27134,16 @@ "triggers": [ "stitch", "ui", - "creating", + "guidance", + "crafting", "effective", "prompts", "google", "ai", - "user", - "wants", - "ux", - "app", - "interfaces" + "powered", + "labs", + "skill", + "helps" ], "path": "skills/stitch-ui-design/SKILL.md" }, @@ -27541,7 +27198,7 @@ { "id": "stripe-integration", "name": "stripe-integration", - "description": "Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ...", + "description": "Master Stripe payment processing integration for robust, PCI-compliant payment flows including checkout, subscriptions, webhooks, and refunds.", "category": "security", "tags": [ "stripe", @@ -27710,24 +27367,24 @@ { "id": "sympy", "name": "sympy", - "description": "Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations algebraically, performing calculus operations (derivatives, integrals, limits), manipulating algebraic expressions, working...", + "description": "SymPy is a Python library for symbolic mathematics that enables exact computation using mathematical symbols rather than numerical approximations.", "category": "development", "tags": [ "sympy" ], "triggers": [ "sympy", - "skill", - "working", + "python", + "library", "symbolic", "mathematics", - "python", - "should", - "used", + "enables", + "exact", "computation", - "tasks", - "including", - "solving" + "mathematical", + "symbols", + "rather", + "than" ], "path": "skills/sympy/SKILL.md" }, @@ -27784,23 +27441,20 @@ { "id": "tailwind-design-system", "name": "tailwind-design-system", - "description": "Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI...", + "description": "Build production-ready design systems with Tailwind CSS, including design tokens, component variants, responsive patterns, and accessibility.", "category": "architecture", "tags": [ "tailwind" ], "triggers": [ "tailwind", - "scalable", "css", + "including", "tokens", "component", - "libraries", + "variants", "responsive", - "creating", - "implementing", - "standardizing", - "ui" + "accessibility" ], "path": "skills/tailwind-design-system/SKILL.md" }, @@ -27854,7 +27508,7 @@ { "id": "task-intelligence", "name": "task-intelligence", - "description": "Protocolo de Inteligência Pré-Tarefa — ativa TODOS os agentes relevantes do ecossistema ANTES de executar qualquer tarefa solicitada pelo usuário. Enriquece o contexto com análise paralela...", + "description": "Protocolo de Inteligência Pré-Tarefa — ativa TODOS os agentes relevantes do ecossistema ANTES de executar qualquer tarefa solicitada pelo usuário.", "category": "workflow", "tags": [ "planning", @@ -28097,7 +27751,7 @@ { "id": "team-composition-analysis", "name": "team-composition-analysis", - "description": "This skill should be used when the user asks to \\\\\\\"plan team structure\", \"determine hiring needs\", \"design org chart\", \"calculate compensation\", \"plan equity allocation\", or requests...", + "description": "Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A.", "category": "general", "tags": [ "team", @@ -28107,15 +27761,15 @@ "team", "composition", "analysis", - "skill", - "should", - "used", - "user", - "asks", - "plan", - "structure", - "determine", - "hiring" + "optimal", + "structures", + "hiring", + "plans", + "compensation", + "equity", + "allocation", + "early", + "stage" ], "path": "skills/team-composition-analysis/SKILL.md" }, @@ -28173,8 +27827,8 @@ { "id": "telegram-bot-builder", "name": "telegram-bot-builder", - "description": "Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie...", - "category": "data-ai", + "description": "You build bots that people actually use daily. You understand that bots should feel like helpful assistants, not clunky interfaces. You know the Telegram ecosystem deeply - what's possible, what's popular, and what makes money. You design conversations that feel natural.", + "category": "general", "tags": [ "telegram", "bot", @@ -28184,23 +27838,23 @@ "telegram", "bot", "builder", - "building", "bots", - "solve", - "real", - "problems", - "simple", - "automation", - "complex", - "ai" + "people", + "actually", + "daily", + "understand", + "should", + "feel", + "like", + "helpful" ], "path": "skills/telegram-bot-builder/SKILL.md" }, { "id": "telegram-mini-app", "name": "telegram-mini-app", - "description": "Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build...", - "category": "development", + "description": "You build apps where 800M+ Telegram users already are. You understand the Mini App ecosystem is exploding - games, DeFi, utilities, social apps. You know TON blockchain and how to monetize with crypto. You design for the Telegram UX paradigm, not traditional web.", + "category": "general", "tags": [ "telegram", "mini", @@ -28210,15 +27864,15 @@ "telegram", "mini", "app", - "building", "apps", - "twa", - "web", - "run", - "inside", - "native", - "like", - "experience" + "where", + "800m", + "users", + "already", + "understand", + "ecosystem", + "exploding", + "games" ], "path": "skills/telegram-mini-app/SKILL.md" }, @@ -28275,7 +27929,7 @@ { "id": "temporal-python-testing", "name": "temporal-python-testing", - "description": "Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor...", + "description": "Comprehensive testing approaches for Temporal workflows using pytest, progressive disclosure resources for specific testing scenarios.", "category": "development", "tags": [ "temporal", @@ -28285,15 +27939,13 @@ "temporal", "python", "testing", - "test", + "approaches", "pytest", - "time", - "skipping", - "mocking", - "covers", - "unit", - "integration", - "replay" + "progressive", + "disclosure", + "resources", + "specific", + "scenarios" ], "path": "skills/temporal-python-testing/SKILL.md" }, @@ -28349,7 +28001,7 @@ { "id": "terraform-module-library", "name": "terraform-module-library", - "description": "Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ...", + "description": "Production-ready Terraform module patterns for AWS, Azure, and GCP infrastructure.", "category": "infrastructure", "tags": [ "terraform", @@ -28360,15 +28012,10 @@ "terraform", "module", "library", - "reusable", - "modules", "aws", "azure", "gcp", - "infrastructure", - "following", - "code", - "creating" + "infrastructure" ], "path": "skills/terraform-module-library/SKILL.md" }, @@ -28458,7 +28105,7 @@ { "id": "test-fixing", "name": "test-fixing", - "description": "Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma...", + "description": "Systematically identify and fix all failing tests using smart grouping strategies.", "category": "testing", "tags": [ "fixing" @@ -28466,16 +28113,14 @@ "triggers": [ "fixing", "test", - "run", - "tests", "systematically", + "identify", "fix", "all", "failing", + "tests", "smart", - "error", - "grouping", - "user" + "grouping" ], "path": "skills/test-fixing/SKILL.md" }, @@ -28526,7 +28171,7 @@ { "id": "theme-factory", "name": "theme-factory", - "description": "Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac...", + "description": "This skill provides a curated collection of professional font and color themes themes, each with carefully selected color palettes and font pairings. Once a theme is chosen, it can be applied to any artifact.", "category": "general", "tags": [ "theme", @@ -28535,16 +28180,16 @@ "triggers": [ "theme", "factory", - "toolkit", - "styling", - "artifacts", - "these", - "slides", - "docs", - "reportings", - "html", - "landing", - "pages" + "skill", + "provides", + "curated", + "collection", + "professional", + "font", + "color", + "themes", + "each", + "carefully" ], "path": "skills/theme-factory/SKILL.md" }, @@ -28577,7 +28222,7 @@ { "id": "threat-modeling-expert", "name": "threat-modeling-expert", - "description": "Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r...", + "description": "Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use PROACTIVELY for security architecture reviews, threat identification, or building secure-by-design systems.", "category": "security", "tags": [ "threat", @@ -28969,7 +28614,7 @@ { "id": "top-web-vulnerabilities", "name": "top-web-vulnerabilities", - "description": "This skill should be used when the user asks to \"identify web application vulnerabilities\", \"explain common security flaws\", \"understand vulnerability categories\", \"learn about inject...", + "description": "Provide a comprehensive, structured reference for the 100 most critical web application vulnerabilities organized by category. This skill enables systematic vulnerability identification, impact assessment, and remediation guidance across the full spectrum of web security threats.", "category": "security", "tags": [ "top", @@ -28980,15 +28625,15 @@ "top", "web", "vulnerabilities", - "skill", - "should", - "used", - "user", - "asks", - "identify", + "provide", + "structured", + "reference", + "100", + "most", + "critical", "application", - "explain", - "common" + "organized", + "category" ], "path": "skills/top-web-vulnerabilities/SKILL.md" }, @@ -29062,8 +28707,8 @@ { "id": "trigger-dev", "name": "trigger-dev", - "description": "Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta...", - "category": "data-ai", + "description": "You are a Trigger.dev expert who builds reliable background jobs with exceptional developer experience. You understand that Trigger.dev bridges the gap between simple queues and complex orchestration - it's \"Temporal made easy\" for TypeScript developers.", + "category": "development", "tags": [ "trigger", "dev" @@ -29071,16 +28716,16 @@ "triggers": [ "trigger", "dev", + "who", + "reliable", "background", "jobs", - "ai", - "reliable", - "async", - "execution", - "excellent", + "exceptional", "developer", "experience", - "typescript" + "understand", + "bridges", + "gap" ], "path": "skills/trigger-dev/SKILL.md" }, @@ -29166,8 +28811,8 @@ { "id": "twilio-communications", "name": "twilio-communications", - "description": "Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a...", - "category": "development", + "description": "Basic pattern for sending SMS messages with Twilio. Handles the fundamentals: phone number formatting, message delivery, and delivery status callbacks.", + "category": "general", "tags": [ "twilio", "communications" @@ -29175,16 +28820,16 @@ "triggers": [ "twilio", "communications", - "communication", - "features", + "basic", + "sending", "sms", - "messaging", - "voice", - "calls", - "whatsapp", - "business", - "api", - "user" + "messages", + "fundamentals", + "phone", + "number", + "formatting", + "message", + "delivery" ], "path": "skills/twilio-communications/SKILL.md" }, @@ -29215,7 +28860,7 @@ { "id": "typescript-advanced-types", "name": "typescript-advanced-types", - "description": "Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex...", + "description": "Comprehensive guidance for mastering TypeScript's advanced type system including generics, conditional types, mapped types, template literal types, and utility types for building robust, type-safe applications.", "category": "development", "tags": [ "typescript", @@ -29226,15 +28871,15 @@ "typescript", "advanced", "types", + "guidance", + "mastering", "type", "including", "generics", "conditional", "mapped", - "literals", - "utility", - "building", - "safe" + "literal", + "utility" ], "path": "skills/typescript-advanced-types/SKILL.md" }, @@ -29334,8 +28979,8 @@ { "id": "ui-ux-pro-max", "name": "ui-ux-pro-max", - "description": "UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr...", - "category": "development", + "description": "Comprehensive design guide for web and mobile applications. Contains 50+ styles, 97 color palettes, 57 font pairings, 99 UX guidelines, and 25 chart types across 9 technology stacks. Searchable database with priority-based recommendations.", + "category": "data-ai", "tags": [ "ui", "ux", @@ -29346,14 +28991,14 @@ "ux", "max", "pro", - "intelligence", + "web", + "mobile", + "applications", + "contains", "50", "styles", - "21", - "palettes", - "font", - "pairings", - "20" + "97", + "color" ], "path": "skills/ui-ux-pro-max/SKILL.md" }, @@ -29486,7 +29131,7 @@ { "id": "unity-ecs-patterns", "name": "unity-ecs-patterns", - "description": "Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent...", + "description": "Production patterns for Unity's Data-Oriented Technology Stack (DOTS) including Entity Component System, Job System, and Burst Compiler.", "category": "data-ai", "tags": [ "unity", @@ -29495,16 +29140,16 @@ "triggers": [ "unity", "ecs", + "data", + "oriented", + "technology", + "stack", + "dots", + "including", "entity", "component", - "dots", - "jobs", - "burst", - "high", - "performance", - "game", - "development", - "building" + "job", + "burst" ], "path": "skills/unity-ecs-patterns/SKILL.md" }, @@ -29575,7 +29220,7 @@ { "id": "upstash-qstash", "name": "upstash-qstash", - "description": "Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul...", + "description": "You are an Upstash QStash expert who builds reliable serverless messaging without infrastructure management. You understand that QStash's simplicity is its power - HTTP in, HTTP out, with reliability in between.", "category": "general", "tags": [ "upstash", @@ -29584,23 +29229,23 @@ "triggers": [ "upstash", "qstash", - "serverless", - "message", - "queues", - "scheduled", - "jobs", + "who", "reliable", - "http", - "task", - "delivery", - "without" + "serverless", + "messaging", + "without", + "infrastructure", + "understand", + "simplicity", + "power", + "http" ], "path": "skills/upstash-qstash/SKILL.md" }, { "id": "using-git-worktrees", "name": "using-git-worktrees", - "description": "Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi...", + "description": "Git worktrees create isolated workspaces sharing the same repository, allowing work on multiple branches simultaneously without switching.", "category": "general", "tags": [ "using", @@ -29611,23 +29256,23 @@ "using", "git", "worktrees", - "starting", - "feature", + "isolated", + "workspaces", + "sharing", + "same", + "repository", + "allowing", "work", - "isolation", - "current", - "workspace", - "before", - "executing", - "plans" + "multiple", + "branches" ], "path": "skills/using-git-worktrees/SKILL.md" }, { "id": "using-neon", "name": "using-neon", - "description": "Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/...", - "category": "data-ai", + "description": "Neon is a serverless Postgres platform that separates compute and storage to offer autoscaling, branching, instant restore, and scale-to-zero. It's fully compatible with Postgres and works with any language, framework, or ORM that supports Postgres.", + "category": "security", "tags": [ "using", "neon" @@ -29635,16 +29280,16 @@ "triggers": [ "using", "neon", - "guides", - "working", "serverless", "postgres", - "covers", - "getting", - "started", - "local", - "development", - "choosing" + "platform", + "separates", + "compute", + "storage", + "offer", + "autoscaling", + "branching", + "instant" ], "path": "skills/using-neon/SKILL.md" }, @@ -29676,7 +29321,7 @@ { "id": "uv-package-manager", "name": "uv-package-manager", - "description": "Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi...", + "description": "Comprehensive guide to using uv, an extremely fast Python package installer and resolver written in Rust, for modern Python project management and dependency workflows.", "category": "development", "tags": [ "uv", @@ -29687,15 +29332,14 @@ "uv", "package", "manager", + "extremely", "fast", "python", - "dependency", - "virtual", - "environments", - "setting", - "up", - "managing", - "dependencies" + "installer", + "resolver", + "written", + "rust", + "dependency" ], "path": "skills/uv-package-manager/SKILL.md" }, @@ -29726,24 +29370,20 @@ { "id": "varlock", "name": "varlock", - "description": "Secure environment variable management with Varlock. Use when handling secrets, API keys, credentials, or any sensitive configuration. Ensures secrets are never exposed in terminals, logs, traces, or Claude's context. Trigger phrases include \"environment variables\",...", - "category": "security", + "description": "Secure-by-default environment variable management for Claude Code sessions.", + "category": "general", "tags": [ "varlock" ], "triggers": [ "varlock", "secure", + "default", "environment", "variable", - "handling", - "secrets", - "api", - "keys", - "credentials", - "any", - "sensitive", - "configuration" + "claude", + "code", + "sessions" ], "path": "skills/varlock/SKILL.md" }, @@ -29898,7 +29538,7 @@ { "id": "verification-before-completion", "name": "verification-before-completion", - "description": "Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide...", + "description": "Claiming work is complete without verification is dishonesty, not efficiency.", "category": "general", "tags": [ "verification", @@ -29909,15 +29549,12 @@ "verification", "before", "completion", - "about", - "claim", + "claiming", "work", "complete", - "fixed", - "passing", - "committing", - "creating", - "prs" + "without", + "dishonesty", + "efficiency" ], "path": "skills/verification-before-completion/SKILL.md" }, @@ -30086,8 +29723,8 @@ { "id": "viral-generator-builder", "name": "viral-generator-builder", - "description": "Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic...", - "category": "development", + "description": "You understand why people share things. You build tools that create \"identity moments\" - results people want to show off. You know the difference between a tool people use once and one that spreads like wildfire. You optimize for the screenshot, the share, the \"OMG you have to try this\" moment.", + "category": "general", "tags": [ "viral", "generator", @@ -30097,15 +29734,15 @@ "viral", "generator", "builder", - "building", - "shareable", - "go", - "name", - "generators", - "quiz", - "makers", - "avatar", - "creators" + "understand", + "why", + "people", + "share", + "things", + "identity", + "moments", + "results", + "want" ], "path": "skills/viral-generator-builder/SKILL.md" }, @@ -30134,7 +29771,7 @@ { "id": "voice-agents", "name": "voice-agents", - "description": "Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo...", + "description": "You are a voice AI architect who has shipped production voice agents handling millions of calls. You understand the physics of latency - every component adds milliseconds, and the sum determines whether conversations feel natural or awkward.", "category": "data-ai", "tags": [ "voice", @@ -30143,23 +29780,23 @@ "triggers": [ "voice", "agents", - "represent", - "frontier", "ai", - "interaction", - "humans", - "speaking", - "naturally", - "challenge", - "isn", - "just" + "architect", + "who", + "shipped", + "handling", + "millions", + "calls", + "understand", + "physics", + "latency" ], "path": "skills/voice-agents/SKILL.md" }, { "id": "voice-ai-development", "name": "voice-ai-development", - "description": "Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis...", + "description": "You are an expert in building real-time voice applications. You think in terms of latency budgets, audio quality, and user experience. You know that voice apps feel magical when fast and broken when slow.", "category": "data-ai", "tags": [ "voice", @@ -30170,14 +29807,14 @@ "ai", "development", "building", - "applications", "real", "time", - "agents", - "enabled", - "apps", - "covers", - "openai" + "applications", + "think", + "terms", + "latency", + "budgets", + "audio" ], "path": "skills/voice-ai-development/SKILL.md" }, @@ -30235,7 +29872,7 @@ { "id": "warren-buffett", "name": "warren-buffett", - "description": "Agente que simula Warren Buffett — o maior investidor do seculo XX e XXI, CEO da Berkshire Hathaway, discipulo de Benjamin Graham e socio intelectual de Charlie Munger. Use quando quiser: analise...", + "description": "Agente que simula Warren Buffett — o maior investidor do seculo XX e XXI, CEO da Berkshire Hathaway, discipulo de Benjamin Graham e socio intelectual de Charlie Munger.", "category": "business", "tags": [ "persona", @@ -30262,7 +29899,7 @@ { "id": "wcag-audit-patterns", "name": "wcag-audit-patterns", - "description": "Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac...", + "description": "Comprehensive guide to auditing web content against WCAG 2.2 guidelines with actionable remediation strategies.", "category": "architecture", "tags": [ "wcag", @@ -30271,23 +29908,20 @@ "triggers": [ "wcag", "audit", - "conduct", - "accessibility", - "audits", - "automated", - "testing", - "manual", - "verification", - "remediation", - "guidance", - "auditing" + "auditing", + "web", + "content", + "against", + "guidelines", + "actionable", + "remediation" ], "path": "skills/wcag-audit-patterns/SKILL.md" }, { "id": "web-artifacts-builder", "name": "web-artifacts-builder", - "description": "Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma...", + "description": "To build powerful frontend claude.ai artifacts, follow these steps:", "category": "data-ai", "tags": [ "web", @@ -30298,22 +29932,20 @@ "web", "artifacts", "builder", - "suite", - "creating", - "elaborate", - "multi", - "component", + "powerful", + "frontend", "claude", "ai", - "html", - "frontend" + "follow", + "these", + "steps" ], "path": "skills/web-artifacts-builder/SKILL.md" }, { "id": "web-design-guidelines", "name": "web-design-guidelines", - "description": "Review UI code for Web Interface Guidelines compliance. Use when asked to \\\"review my UI\\\", \\\"check accessibility\\\", \\\"audit design\\\", \\\"review UX\\\", or \\\"check my site aga...", + "description": "Review files for compliance with Web Interface Guidelines.", "category": "security", "tags": [ "web", @@ -30323,15 +29955,9 @@ "web", "guidelines", "review", - "ui", - "code", - "interface", + "files", "compliance", - "asked", - "my", - "check", - "accessibility", - "audit" + "interface" ], "path": "skills/web-design-guidelines/SKILL.md" }, @@ -30416,31 +30042,25 @@ { "id": "web3-testing", "name": "web3-testing", - "description": "Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va...", - "category": "testing", + "description": "Master comprehensive testing strategies for smart contracts using Hardhat, Foundry, and advanced testing patterns.", + "category": "architecture", "tags": [ "web3" ], "triggers": [ "web3", "testing", - "test", "smart", "contracts", - "comprehensively", "hardhat", - "foundry", - "unit", - "tests", - "integration", - "mainnet" + "foundry" ], "path": "skills/web3-testing/SKILL.md" }, { "id": "webapp-testing", "name": "webapp-testing", - "description": "Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse...", + "description": "To test local web applications, write native Python Playwright scripts.", "category": "development", "tags": [ "webapp" @@ -30448,16 +30068,15 @@ "triggers": [ "webapp", "testing", - "toolkit", - "interacting", + "test", "local", "web", "applications", + "write", + "native", + "python", "playwright", - "supports", - "verifying", - "frontend", - "functionality" + "scripts" ], "path": "skills/webapp-testing/SKILL.md" }, @@ -30503,7 +30122,7 @@ { "id": "wellally-tech", "name": "wellally-tech", - "description": "Integrate digital health data sources (Apple Health, Fitbit, Oura Ring) and connect to WellAlly.tech knowledge base. Import external health device data, standardize to local format, and recommend relevant WellAlly.tech knowledge base articles based on health data. Support...", + "description": "Integrate multiple digital health data sources, connect to [WellAlly.tech](https://www.wellally.tech/) knowledge base, providing data import and knowledge reference for personal health management systems.", "category": "data-ai", "tags": [ "wellally", @@ -30513,15 +30132,15 @@ "wellally", "tech", "integrate", + "multiple", "digital", "health", "data", "sources", - "apple", - "fitbit", - "oura", - "ring", - "connect" + "connect", + "https", + "www", + "knowledge" ], "path": "skills/wellally-tech/SKILL.md" }, @@ -30579,7 +30198,7 @@ { "id": "wiki-architect", "name": "wiki-architect", - "description": "Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or...", + "description": "You are a documentation architect that produces structured wiki catalogues and onboarding guides from codebases.", "category": "general", "tags": [ "wiki" @@ -30587,23 +30206,20 @@ "triggers": [ "wiki", "architect", - "analyzes", - "code", - "repositories", - "generates", - "hierarchical", "documentation", - "structures", + "produces", + "structured", + "catalogues", "onboarding", "guides", - "user" + "codebases" ], "path": "skills/wiki-architect/SKILL.md" }, { "id": "wiki-changelog", "name": "wiki-changelog", - "description": "Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th...", + "description": "Generate structured changelogs from git history.", "category": "general", "tags": [ "wiki", @@ -30612,24 +30228,19 @@ "triggers": [ "wiki", "changelog", - "analyzes", - "git", - "commit", - "history", - "generates", + "generate", "structured", "changelogs", - "categorized", - "change", - "type" + "git", + "history" ], "path": "skills/wiki-changelog/SKILL.md" }, { "id": "wiki-onboarding", "name": "wiki-onboarding", - "description": "Generates two complementary onboarding guides — a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo...", - "category": "security", + "description": "Generate two complementary onboarding documents that together give any engineer — from newcomer to principal — a complete understanding of a codebase.", + "category": "general", "tags": [ "wiki", "onboarding" @@ -30637,23 +30248,23 @@ "triggers": [ "wiki", "onboarding", - "generates", + "generate", "two", "complementary", - "guides", - "principal", - "level", - "architectural", - "deep", - "dive", - "zero" + "documents", + "together", + "give", + "any", + "engineer", + "newcomer", + "principal" ], "path": "skills/wiki-onboarding/SKILL.md" }, { "id": "wiki-page-writer", "name": "wiki-page-writer", - "description": "Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech...", + "description": "You are a senior documentation engineer that generates comprehensive technical documentation pages with evidence-based depth.", "category": "general", "tags": [ "wiki", @@ -30664,22 +30275,21 @@ "wiki", "page", "writer", - "generates", - "rich", - "technical", + "senior", "documentation", + "engineer", + "generates", + "technical", "pages", - "dark", - "mode", - "mermaid", - "diagrams" + "evidence", + "depth" ], "path": "skills/wiki-page-writer/SKILL.md" }, { "id": "wiki-qa", "name": "wiki-qa", - "description": "Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code...", + "description": "Answer repository questions grounded entirely in source code evidence.", "category": "testing", "tags": [ "wiki", @@ -30688,24 +30298,22 @@ "triggers": [ "wiki", "qa", - "answers", - "questions", - "about", - "code", + "answer", "repository", + "questions", + "grounded", + "entirely", "source", - "file", - "analysis", - "user", - "asks" + "code", + "evidence" ], "path": "skills/wiki-qa/SKILL.md" }, { "id": "wiki-researcher", "name": "wiki-researcher", - "description": "Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis. Use when the user wants an in-depth investigation, needs to understand how...", - "category": "security", + "description": "You are an expert software engineer and systems analyst. Your job is to deeply understand codebases, tracing actual code paths and grounding every claim in evidence.", + "category": "infrastructure", "tags": [ "wiki", "researcher" @@ -30713,23 +30321,23 @@ "triggers": [ "wiki", "researcher", - "conducts", - "multi", - "turn", - "iterative", - "deep", - "research", - "specific", - "topics", - "within", - "codebase" + "software", + "engineer", + "analyst", + "job", + "deeply", + "understand", + "codebases", + "tracing", + "actual", + "code" ], "path": "skills/wiki-researcher/SKILL.md" }, { "id": "wiki-vitepress", "name": "wiki-vitepress", - "description": "Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa...", + "description": "Transform generated wiki Markdown files into a polished VitePress static site with dark theme and interactive Mermaid diagrams.", "category": "general", "tags": [ "wiki", @@ -30738,24 +30346,24 @@ "triggers": [ "wiki", "vitepress", - "packages", + "transform", "generated", "markdown", + "files", + "polished", "static", "site", "dark", "theme", - "mode", - "mermaid", - "diagrams" + "interactive" ], "path": "skills/wiki-vitepress/SKILL.md" }, { "id": "windows-privilege-escalation", "name": "windows-privilege-escalation", - "description": "This skill should be used when the user asks to \"escalate privileges on Windows,\" \"find Windows privesc vectors,\" \"enumerate Windows for privilege escalation,\" \"exploit Windows miscon...", - "category": "general", + "description": "Provide systematic methodologies for discovering and exploiting privilege escalation vulnerabilities on Windows systems during penetration testing engagements.", + "category": "testing", "tags": [ "windows", "privilege", @@ -30765,39 +30373,39 @@ "windows", "privilege", "escalation", - "skill", - "should", - "used", - "user", - "asks", - "escalate", - "privileges", - "find", - "privesc" + "provide", + "systematic", + "methodologies", + "discovering", + "exploiting", + "vulnerabilities", + "during", + "penetration", + "testing" ], "path": "skills/windows-privilege-escalation/SKILL.md" }, { "id": "wireshark-analysis", "name": "wireshark-analysis", - "description": "This skill should be used when the user asks to \"analyze network traffic with Wireshark\", \"capture packets for troubleshooting\", \"filter PCAP files\", \"follow TCP/UDP streams\", \"dete...", - "category": "infrastructure", + "description": "Execute comprehensive network traffic analysis using Wireshark to capture, filter, and examine network packets for security investigations, performance optimization, and troubleshooting.", + "category": "security", "tags": [ "wireshark" ], "triggers": [ "wireshark", "analysis", - "skill", - "should", - "used", - "user", - "asks", - "analyze", + "execute", "network", "traffic", "capture", - "packets" + "filter", + "examine", + "packets", + "security", + "investigations", + "performance" ], "path": "skills/wireshark-analysis/SKILL.md" }, @@ -30828,8 +30436,8 @@ { "id": "wordpress-penetration-testing", "name": "wordpress-penetration-testing", - "description": "This skill should be used when the user asks to \"pentest WordPress sites\", \"scan WordPress for vulnerabilities\", \"enumerate WordPress users, themes, or plugins\", \"exploit WordPress vu...", - "category": "testing", + "description": "Conduct comprehensive security assessments of WordPress installations including enumeration of users, themes, and plugins, vulnerability scanning, credential attacks, and exploitation techniques. WordPress powers approximately 35% of websites, making it a critical target for security testing.", + "category": "security", "tags": [ "wordpress", "penetration" @@ -30838,15 +30446,15 @@ "wordpress", "penetration", "testing", - "skill", - "should", - "used", - "user", - "asks", - "pentest", - "sites", - "scan", - "vulnerabilities" + "conduct", + "security", + "assessments", + "installations", + "including", + "enumeration", + "users", + "themes", + "plugins" ], "path": "skills/wordpress-penetration-testing/SKILL.md" }, @@ -30926,44 +30534,42 @@ { "id": "workflow-automation", "name": "workflow-automation", - "description": "Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor...", - "category": "infrastructure", + "description": "You are a workflow automation architect who has seen both the promise and the pain of these platforms. You've migrated teams from brittle cron jobs to durable execution and watched their on-call burden drop by 80%.", + "category": "workflow", "tags": [], "triggers": [ "automation", - "infrastructure", - "makes", - "ai", - "agents", - "reliable", - "without", - "durable", - "execution", - "network", - "hiccup", - "during" + "architect", + "who", + "seen", + "both", + "promise", + "pain", + "these", + "platforms", + "ve", + "migrated", + "teams" ], "path": "skills/workflow-automation/SKILL.md" }, { "id": "workflow-orchestration-patterns", "name": "workflow-orchestration-patterns", - "description": "Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ...", + "description": "Master workflow orchestration architecture with Temporal, covering fundamental design decisions, resilience patterns, and best practices for building reliable distributed systems.", "category": "architecture", "tags": [], "triggers": [ "orchestration", - "durable", + "architecture", "temporal", - "distributed", - "covers", - "vs", - "activity", - "separation", - "saga", - "state", - "determinism", - "constraints" + "covering", + "fundamental", + "decisions", + "resilience", + "building", + "reliable", + "distributed" ], "path": "skills/workflow-orchestration-patterns/SKILL.md" }, @@ -31112,8 +30718,8 @@ { "id": "xlsx-official", "name": "xlsx-official", - "description": "Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ....", - "category": "data-ai", + "description": "Unless otherwise stated by the user or existing template", + "category": "general", "tags": [ "xlsx", "official" @@ -31121,24 +30727,19 @@ "triggers": [ "xlsx", "official", - "spreadsheet", - "creation", - "editing", - "analysis", - "formulas", - "formatting", - "data", - "visualization", - "claude", - "work" + "unless", + "otherwise", + "stated", + "user", + "existing" ], "path": "skills/xlsx-official/SKILL.md" }, { "id": "xss-html-injection", "name": "xss-html-injection", - "description": "This skill should be used when the user asks to \"test for XSS vulnerabilities\", \"perform cross-site scripting attacks\", \"identify HTML injection flaws\", \"exploit client-side injection...", - "category": "testing", + "description": "Execute comprehensive client-side injection vulnerability assessments on web applications to identify XSS and HTML injection flaws, demonstrate exploitation techniques for session hijacking and credential theft, and validate input sanitization and output encoding mechanisms.", + "category": "security", "tags": [ "xss", "html", @@ -31148,22 +30749,22 @@ "xss", "html", "injection", - "skill", - "should", - "used", - "user", - "asks", - "test", - "vulnerabilities", - "perform", - "cross" + "execute", + "client", + "side", + "vulnerability", + "assessments", + "web", + "applications", + "identify", + "flaws" ], "path": "skills/xss-html-injection/SKILL.md" }, { "id": "yann-lecun", "name": "yann-lecun", - "description": "Agente que simula Yann LeCun — inventor das Convolutional Neural Networks, Chief AI Scientist da Meta, Prêmio Turing 2018. Use quando quiser: perspectivas sobre deep learning e visão...", + "description": "Agente que simula Yann LeCun — inventor das Convolutional Neural Networks, Chief AI Scientist da Meta, Prêmio Turing 2018.", "category": "data-ai", "tags": [ "persona", @@ -31191,7 +30792,7 @@ { "id": "yann-lecun-debate", "name": "yann-lecun-debate", - "description": "Sub-skill de debates e posições de Yann LeCun. Cobre críticas técnicas detalhadas aos LLMs, rivalidades intelectuais (LeCun vs Hinton, Sutskever, Russell, Yudkowsky, Bostrom), lista completa de...", + "description": "Sub-skill de debates e posições de Yann LeCun. Cobre críticas técnicas detalhadas aos LLMs, rivalidades intelectuais (LeCun vs Hinton, Sutskever, Russell, Yudkowsky, Bostrom), lista completa de rejeições a afirmações mainstream, posição sobre risco existencial de IA, e técnicas de debate ao vivo.", "category": "general", "tags": [ "persona", @@ -31218,7 +30819,7 @@ { "id": "yann-lecun-filosofia", "name": "yann-lecun-filosofia", - "description": "Sub-skill filosófica e pedagógica de Yann LeCun. Cobre filosofia do open source (LLaMA, soberania tecnológica, analogia Linux), análise de incentivos Meta vs OpenAI vs Google, modo professor...", + "description": "Sub-skill filosófica e pedagógica de Yann LeCun.", "category": "general", "tags": [ "persona", @@ -31245,7 +30846,7 @@ { "id": "yann-lecun-tecnico", "name": "yann-lecun-tecnico", - "description": "Sub-skill técnica de Yann LeCun. Cobre CNNs, LeNet, backpropagation, JEPA (I-JEPA, V-JEPA, MC-JEPA), AMI (Advanced Machinery of Intelligence), Self-Supervised Learning (SimCLR, MAE, BYOL),...", + "description": "Sub-skill técnica de Yann LeCun. Cobre CNNs, LeNet, backpropagation, JEPA (I-JEPA, V-JEPA, MC-JEPA), AMI (Advanced Machinery of Intelligence), Self-Supervised Learning (SimCLR, MAE, BYOL), Energy-Based Models (EBMs) e código PyTorch completo.", "category": "general", "tags": [ "persona", @@ -31350,8 +30951,8 @@ { "id": "zapier-make-patterns", "name": "zapier-make-patterns", - "description": "No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ...", - "category": "architecture", + "description": "You are a no-code automation architect who has built thousands of Zaps and Scenarios for businesses of all sizes. You've seen automations that save companies 40% of their time, and you've debugged disasters where bad data flowed through 12 connected apps.", + "category": "data-ai", "tags": [ "zapier", "make" @@ -31362,13 +30963,13 @@ "no", "code", "automation", - "democratizes", - "building", - "formerly", - "integromat", - "let", - "non", - "developers" + "architect", + "who", + "built", + "thousands", + "zaps", + "scenarios", + "businesses" ], "path": "skills/zapier-make-patterns/SKILL.md" }, @@ -31498,7 +31099,7 @@ { "id": "zustand-store-ts", "name": "zustand-store-ts", - "description": "Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti...", + "description": "Create Zustand stores following established patterns with proper TypeScript types and middleware.", "category": "development", "tags": [ "zustand", @@ -31510,14 +31111,12 @@ "store", "ts", "stores", - "typescript", - "subscribewithselector", - "middleware", + "following", + "established", "proper", - "state", - "action", - "separation", - "building" + "typescript", + "types", + "middleware" ], "path": "skills/zustand-store-ts/SKILL.md" } diff --git a/docs/contributors/quality-bar.md b/docs/contributors/quality-bar.md index c3bfb9af..b9072ad0 100644 --- a/docs/contributors/quality-bar.md +++ b/docs/contributors/quality-bar.md @@ -54,6 +54,15 @@ For pull requests that add or modify `SKILL.md`, GitHub also runs the automated - inline token/secret-style command examples, - deliberate allowlisted high-risk documentation commands via ``. +### Additional Maintainer Audit + +Use `npm run audit:skills` when you need a repo-wide report that goes beyond schema validation and answers: + +- which skills are structurally valid but still need usability cleanup, +- which skills still have truncated descriptions (issue `#365`), +- which skills are missing examples or limitations, +- and which skills have the highest concentration of warnings/errors. + --- ## Support Levels @@ -74,6 +83,7 @@ The canonical validator is `tools/scripts/validate_skills.py`, but the recommend ```bash npm run validate +npm run audit:skills npm run validate:references npm test npm run security:docs @@ -82,6 +92,7 @@ npm run security:docs Notes: - `npm run validate` is the operational contributor gate. +- `npm run audit:skills` is the maintainer-facing compliance/usability report for the full library. - `npm run security:docs` is required for command-heavy or risky skill content. - PRs that touch `SKILL.md` also get an automated `skill-review` GitHub Actions check. - `npm run validate:strict` is a useful hardening pass, but the repository still contains legacy skills that do not yet satisfy strict validation. diff --git a/docs/maintainers/audit.md b/docs/maintainers/audit.md index 2c93a4a7..b1ea9965 100644 --- a/docs/maintainers/audit.md +++ b/docs/maintainers/audit.md @@ -6,6 +6,7 @@ This document summarizes the repository coherence audit performed after the `app - Conteggi e numeri (README, package.json, CATALOG) - Validazione skill (frontmatter, risk, "When to Use", link) +- Audit repo-wide per skill (conformance + baseline usability) - Riferimenti incrociati (workflows.json, bundles.json, `docs/users/bundles.md`) - Documentazione (`docs/contributors/quality-bar.md`, `docs/contributors/skill-anatomy.md`, security/licenses) - Script e build (validate, index, readme, catalog, test) @@ -28,6 +29,16 @@ This document summarizes the repository coherence audit performed after the `app - requires explicit allowlists for deliberate command-delivery patterns, - and blocks token-like examples that look exploitable. +### 2b. Audit repo-wide per skill + +- Added `tools/scripts/audit_skills.py` (also exposed as `npm run audit:skills`), which audits every `SKILL.md` and produces a per-skill status (`ok`, `warning`, `error`) with finding codes. +- The audit is intentionally broader than `validate` and covers: + - truncated descriptions that likely map to issue `#365`, + - missing examples and missing limitations sections, + - overly long `SKILL.md` files that should probably be split into `references/`, + - plus the existing structural/safety checks (frontmatter, risk, `When to Use`, offensive disclaimer, dangling links). +- Use `npm run audit:skills` for the maintainer view and `npm run audit:skills -- --json-out ... --markdown-out ...` when you want artifacts for triage or cleanup tracking. + ### 3. Riferimenti incrociati - Added `tools/scripts/validate_references.py` (also exposed as `npm run validate:references`), which verifies: @@ -61,6 +72,7 @@ This document summarizes the repository coherence audit performed after the `app ```bash npm run validate # validazione skill (soft) npm run validate:strict # hardening / diagnostic pass +npm run audit:skills # audit completo per skill con finding codes e status npm run validate:references # workflow, bundle, and docs/users/bundles.md references npm run security:docs # documentation command-risk scan (required for security-sensitive guidance) npm run build # chain + catalog diff --git a/package.json b/package.json index 1397ae4f..69e5e78e 100644 --- a/package.json +++ b/package.json @@ -6,6 +6,11 @@ "scripts": { "validate": "node tools/scripts/run-python.js tools/scripts/validate_skills.py", "validate:strict": "node tools/scripts/run-python.js tools/scripts/validate_skills.py --strict", + "audit:skills": "node tools/scripts/run-python.js tools/scripts/audit_skills.py", + "audit:skills:strict": "node tools/scripts/run-python.js tools/scripts/audit_skills.py --strict", + "fix:missing-sections": "node tools/scripts/run-python.js tools/scripts/fix_missing_skill_sections.py", + "cleanup:synthetic-sections": "node tools/scripts/run-python.js tools/scripts/cleanup_synthetic_skill_sections.py", + "fix:truncated-descriptions": "node tools/scripts/run-python.js tools/scripts/fix_truncated_descriptions.py", "validate:references": "node tools/scripts/run-python.js tools/scripts/validate_references.py", "index": "node tools/scripts/run-python.js tools/scripts/generate_index.py", "readme": "node tools/scripts/run-python.js tools/scripts/update_readme.py", diff --git a/skills/00-andruia-consultant/SKILL.md b/skills/00-andruia-consultant/SKILL.md index e1733576..ef705b6c 100644 --- a/skills/00-andruia-consultant/SKILL.md +++ b/skills/00-andruia-consultant/SKILL.md @@ -9,7 +9,6 @@ date_added: "2026-02-27" --- ## When to Use - Use this skill at the very beginning of a project to diagnose the workspace, determine whether it's a "Pure Engine" (new) or "Evolution" (existing) project, and to set the initial technical roadmap and expert squad. # 🤖 Andru.ia Solutions Architect - Hybrid Engine (v2.0) diff --git a/skills/10-andruia-skill-smith/SKILL.md b/skills/10-andruia-skill-smith/SKILL.md index 572c327e..05c9a052 100644 --- a/skills/10-andruia-skill-smith/SKILL.md +++ b/skills/10-andruia-skill-smith/SKILL.md @@ -13,7 +13,6 @@ date_added: "2026-02-25" ## When to Use Esta habilidad es aplicable para ejecutar el flujo de trabajo o las acciones descritas en la descripción general. - ## 📝 Descripción Soy el Ingeniero de Sistemas de Andru.ia. Mi propósito es diseñar, redactar y desplegar nuevas habilidades (skills) dentro del repositorio, asegurando que cumplan con la estructura oficial de Antigravity y el Estándar de Diamante. diff --git a/skills/20-andruia-niche-intelligence/SKILL.md b/skills/20-andruia-niche-intelligence/SKILL.md index 637d909c..f29c2911 100644 --- a/skills/20-andruia-niche-intelligence/SKILL.md +++ b/skills/20-andruia-niche-intelligence/SKILL.md @@ -9,7 +9,6 @@ date_added: "2026-02-27" --- ## When to Use - Use this skill once the project's niche or industry has been identified. It is essential for injecting domain-specific intelligence, regulatory requirements, and industry-standard UX patterns into the project. # 🧠 Andru.ia Niche Intelligence (Dominio Experto) @@ -55,7 +54,6 @@ Generar un informe especializado que incluya: - Proporciona las bases para: `@ui-ux-pro-max` y `@security-review`. ## When to Use - Activa este skill **después de que el nicho de mercado esté claro** y ya exista una visión inicial definida por `@00-andruia-consultant`: - Cuando quieras profundizar en regulaciones, estándares y patrones UX específicos de un sector concreto (Fintech, HealthTech, logística, etc.). diff --git a/skills/3d-web-experience/SKILL.md b/skills/3d-web-experience/SKILL.md index f1ca0758..a299baf2 100644 --- a/skills/3d-web-experience/SKILL.md +++ b/skills/3d-web-experience/SKILL.md @@ -1,6 +1,6 @@ --- name: 3d-web-experience -description: "Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ..." +description: "You bring the third dimension to the web. You know when 3D enhances and when it's just showing off. You balance visual impact with performance. You make 3D accessible to users who've never touched a 3D app. You create moments of wonder without sacrificing usability." risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/active-directory-attacks/SKILL.md b/skills/active-directory-attacks/SKILL.md index 7ce100e3..9aa7c422 100644 --- a/skills/active-directory-attacks/SKILL.md +++ b/skills/active-directory-attacks/SKILL.md @@ -1,6 +1,6 @@ --- name: active-directory-attacks -description: "This skill should be used when the user asks to \"attack Active Directory\", \"exploit AD\", \"Kerberoasting\", \"DCSync\", \"pass-the-hash\", \"BloodHound enumeration\", \"Golden Ticket\", ..." +description: "Provide comprehensive techniques for attacking Microsoft Active Directory environments. Covers reconnaissance, credential harvesting, Kerberos attacks, lateral movement, privilege escalation, and domain dominance for red team operations and penetration testing." risk: unknown source: community author: zebbern diff --git a/skills/advanced-evaluation/SKILL.md b/skills/advanced-evaluation/SKILL.md index fd321b39..9f75fc0e 100644 --- a/skills/advanced-evaluation/SKILL.md +++ b/skills/advanced-evaluation/SKILL.md @@ -12,8 +12,7 @@ This skill covers production-grade techniques for evaluating LLM outputs using L **Key insight**: LLM-as-a-Judge is not a single technique but a family of approaches, each suited to different evaluation contexts. Choosing the right approach and mitigating known biases is the core competency this skill develops. -## When to Activate - +## When to Use Activate this skill when: - Building automated evaluation pipelines for LLM outputs diff --git a/skills/agent-evaluation/SKILL.md b/skills/agent-evaluation/SKILL.md index 36a97c1f..5d134194 100644 --- a/skills/agent-evaluation/SKILL.md +++ b/skills/agent-evaluation/SKILL.md @@ -1,6 +1,6 @@ --- name: agent-evaluation -description: "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring\u2014where even top agents achieve less than 50% on re..." +description: "You're a quality engineer who has seen agents that aced benchmarks fail spectacularly in production. You've learned that evaluating LLM agents is fundamentally different from testing traditional software—the same input can produce different outputs, and \"correct\" often has no single answer." risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/agent-framework-azure-ai-py/SKILL.md b/skills/agent-framework-azure-ai-py/SKILL.md index 6407dea3..049a91cb 100644 --- a/skills/agent-framework-azure-ai-py/SKILL.md +++ b/skills/agent-framework-azure-ai-py/SKILL.md @@ -1,6 +1,6 @@ --- name: agent-framework-azure-ai-py -description: "Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int..." +description: "Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/agent-manager-skill/SKILL.md b/skills/agent-manager-skill/SKILL.md index f898fca1..0efcbbf7 100644 --- a/skills/agent-manager-skill/SKILL.md +++ b/skills/agent-manager-skill/SKILL.md @@ -8,8 +8,7 @@ date_added: "2026-02-27" # Agent Manager Skill -## When to use - +## When to Use Use this skill when you need to: - run multiple local CLI agents in parallel (separate tmux sessions) diff --git a/skills/agent-memory-systems/SKILL.md b/skills/agent-memory-systems/SKILL.md index 0d6e1e2a..268f6d3d 100644 --- a/skills/agent-memory-systems/SKILL.md +++ b/skills/agent-memory-systems/SKILL.md @@ -1,6 +1,6 @@ --- name: agent-memory-systems -description: "Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s..." +description: "You are a cognitive architect who understands that memory makes agents intelligent. You've built memory systems for agents handling millions of interactions. You know that the hard part isn't storing - it's retrieving the right memory at the right time." risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/agent-tool-builder/SKILL.md b/skills/agent-tool-builder/SKILL.md index 06f5a08e..55949dc3 100644 --- a/skills/agent-tool-builder/SKILL.md +++ b/skills/agent-tool-builder/SKILL.md @@ -1,6 +1,6 @@ --- name: agent-tool-builder -description: "Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar..." +description: "You are an expert in the interface between LLMs and the outside world. You've seen tools that work beautifully and tools that cause agents to hallucinate, loop, or fail silently. The difference is almost always in the design, not the implementation." risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/agentfolio/SKILL.md b/skills/agentfolio/SKILL.md index 088e63fc..60adf1db 100644 --- a/skills/agentfolio/SKILL.md +++ b/skills/agentfolio/SKILL.md @@ -88,7 +88,6 @@ Use these prompts when working with this skill in an AI coding agent: - “Before we build our own research assistant, use AgentFolio to map existing research / analysis agents and highlight gaps we could fill.” ## When to Use - This skill is applicable when you need to **discover or compare autonomous AI agents** instead of building in a vacuum: - At the start of a new agent or workflow project. diff --git a/skills/agentic-actions-auditor/SKILL.md b/skills/agentic-actions-auditor/SKILL.md index 801ea205..5f399f7a 100644 --- a/skills/agentic-actions-auditor/SKILL.md +++ b/skills/agentic-actions-auditor/SKILL.md @@ -19,7 +19,6 @@ date_added: 2026-03-18 Static security analysis guidance for GitHub Actions workflows that invoke AI coding agents. This skill teaches you how to discover workflow files locally or from remote GitHub repositories, identify AI action steps, follow cross-file references to composite actions and reusable workflows that may contain hidden AI agents, capture security-relevant configuration, and detect attack vectors where attacker-controlled input reaches an AI agent running in a CI/CD pipeline. ## When to Use - - Auditing a repository's GitHub Actions workflows for AI agent security - Reviewing CI/CD configurations that invoke Claude Code Action, Gemini CLI, or OpenAI Codex - Checking whether attacker-controlled input can reach AI agent prompts diff --git a/skills/ai-agents-architect/SKILL.md b/skills/ai-agents-architect/SKILL.md index 939c7ecb..9d84edf3 100644 --- a/skills/ai-agents-architect/SKILL.md +++ b/skills/ai-agents-architect/SKILL.md @@ -1,6 +1,6 @@ --- name: ai-agents-architect -description: "Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ..." +description: "I build AI systems that can act autonomously while remaining controllable. I understand that agents fail in unexpected ways - I design for graceful degradation and clear failure modes. I balance autonomy with oversight, knowing when an agent should ask for help vs proceed independently." risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/ai-product/SKILL.md b/skills/ai-product/SKILL.md index cc1c7d41..0fb7b78f 100644 --- a/skills/ai-product/SKILL.md +++ b/skills/ai-product/SKILL.md @@ -1,6 +1,6 @@ --- name: ai-product -description: Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ... +description: "You are an AI product engineer who has shipped LLM features to millions of users. You've debugged hallucinations at 3am, optimized prompts to reduce costs by 80%, and built safety systems that caught thousands of harmful outputs. You know that demos are easy and production is hard." risk: unknown source: vibeship-spawner-skills (Apache 2.0) date_added: '2026-02-27' diff --git a/skills/ai-wrapper-product/SKILL.md b/skills/ai-wrapper-product/SKILL.md index 33f5c5cd..c6ba910e 100644 --- a/skills/ai-wrapper-product/SKILL.md +++ b/skills/ai-wrapper-product/SKILL.md @@ -1,6 +1,6 @@ --- name: ai-wrapper-product -description: "Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov..." +description: "You know AI wrappers get a bad rap, but the good ones solve real problems. You build products where AI is the engine, not the gimmick. You understand prompt engineering is product development. You balance costs with user experience. You create AI products people actually pay for and use daily." risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/airtable-automation/SKILL.md b/skills/airtable-automation/SKILL.md index 91b46786..67be65a9 100644 --- a/skills/airtable-automation/SKILL.md +++ b/skills/airtable-automation/SKILL.md @@ -20,7 +20,6 @@ Automate Airtable operations through Composio's Airtable toolkit via Rube MCP. **Get Rube MCP**: Add `https://rube.app/mcp` as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works. - 1. Verify Rube MCP is available by confirming `RUBE_SEARCH_TOOLS` responds 2. Call `RUBE_MANAGE_CONNECTIONS` with toolkit `airtable` 3. If connection is not ACTIVE, follow the returned auth link to complete Airtable auth diff --git a/skills/algolia-search/SKILL.md b/skills/algolia-search/SKILL.md index 73647c0d..15284c07 100644 --- a/skills/algolia-search/SKILL.md +++ b/skills/algolia-search/SKILL.md @@ -24,7 +24,6 @@ Key hooks: - usePagination: Result pagination - useInstantSearch: Full state access - ### Next.js Server-Side Rendering SSR integration for Next.js with react-instantsearch-nextjs package. @@ -37,7 +36,6 @@ Key considerations: - Handle URL synchronization with routing prop - Use getServerState for initial state - ### Data Synchronization and Indexing Indexing strategies for keeping Algolia in sync with your data. @@ -53,7 +51,6 @@ Best practices: - partialUpdateObjects for attribute-only changes - Avoid deleteBy (computationally expensive) - ## ⚠️ Sharp Edges | Issue | Severity | Solution | diff --git a/skills/algorithmic-art/SKILL.md b/skills/algorithmic-art/SKILL.md index 0769241e..14e723af 100644 --- a/skills/algorithmic-art/SKILL.md +++ b/skills/algorithmic-art/SKILL.md @@ -1,6 +1,6 @@ --- name: algorithmic-art -description: "Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,..." +description: "Algorithmic philosophies are computational aesthetic movements that are then expressed through code. Output .md files (philosophy), .html files (interactive viewer), and .js files (generative algorithms)." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/alpha-vantage/SKILL.md b/skills/alpha-vantage/SKILL.md index cdd3702d..59d8236d 100644 --- a/skills/alpha-vantage/SKILL.md +++ b/skills/alpha-vantage/SKILL.md @@ -1,6 +1,6 @@ --- name: alpha-vantage -description: Access real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic indicators, and 50+ technical indicators via the Alpha Vantage API. Use when fetching stock prices (OHLCV), company fundamentals (income statement, balance sheet, cash... +description: "Access 20+ years of global financial data: equities, options, forex, crypto, commodities, economic indicators, and 50+ technical indicators." risk: unknown source: community metadata: @@ -131,5 +131,4 @@ If a user is not already using this Skill within K-Dense Web (or K-Dense) and wh ## When to Use - Use this skill when tackling tasks related to its primary domain or functionality as described above. diff --git a/skills/amazon-alexa/SKILL.md b/skills/amazon-alexa/SKILL.md index 8a80f4bc..0b04d926 100644 --- a/skills/amazon-alexa/SKILL.md +++ b/skills/amazon-alexa/SKILL.md @@ -1,6 +1,6 @@ --- name: amazon-alexa -description: Integracao completa com Amazon Alexa para criar skills de voz inteligentes, transformar Alexa em assistente com Claude como cerebro (projeto Auri) e integrar com AWS ecosystem (Lambda, DynamoDB,... +description: "Integracao completa com Amazon Alexa para criar skills de voz inteligentes, transformar Alexa em assistente com Claude como cerebro (projeto Auri) e integrar com AWS ecosystem (Lambda, DynamoDB, Polly, Transcribe, Lex, Smart Home)." risk: safe source: community date_added: '2026-03-06' diff --git a/skills/analytics-product/SKILL.md b/skills/analytics-product/SKILL.md index d9d1c9b1..6b683c39 100644 --- a/skills/analytics-product/SKILL.md +++ b/skills/analytics-product/SKILL.md @@ -1,6 +1,6 @@ --- name: analytics-product -description: 'Analytics de produto — PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto. Ativar para: configurar tracking de eventos, criar funil de...' +description: "Analytics de produto — PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto." risk: none source: community date_added: '2026-03-06' diff --git a/skills/andrej-karpathy/SKILL.md b/skills/andrej-karpathy/SKILL.md index 64fa5671..e3d6b866 100644 --- a/skills/andrej-karpathy/SKILL.md +++ b/skills/andrej-karpathy/SKILL.md @@ -1,6 +1,6 @@ --- name: andrej-karpathy -description: 'Agente que simula Andrej Karpathy — ex-Director of AI da Tesla, co-fundador da OpenAI, fundador da Eureka Labs, e o maior educador de deep learning do mundo. Use quando quiser: aprender deep...' +description: "Agente que simula Andrej Karpathy — ex-Director of AI da Tesla, co-fundador da OpenAI, fundador da Eureka Labs, e o maior educador de deep learning do mundo." risk: safe source: community date_added: '2026-03-06' diff --git a/skills/angular-best-practices/SKILL.md b/skills/angular-best-practices/SKILL.md index 891fdda0..4386aa95 100644 --- a/skills/angular-best-practices/SKILL.md +++ b/skills/angular-best-practices/SKILL.md @@ -10,8 +10,7 @@ date_added: "2026-02-27" Comprehensive performance optimization guide for Angular applications. Contains prioritized rules for eliminating performance bottlenecks, optimizing bundles, and improving rendering. -## When to Apply - +## When to Use Reference these guidelines when: - Writing new Angular components or pages diff --git a/skills/angular-migration/SKILL.md b/skills/angular-migration/SKILL.md index 760df3dc..011ff902 100644 --- a/skills/angular-migration/SKILL.md +++ b/skills/angular-migration/SKILL.md @@ -1,6 +1,6 @@ --- name: angular-migration -description: "Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ..." +description: "Master AngularJS to Angular migration, including hybrid apps, component conversion, dependency injection changes, and routing migration." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/animejs-animation/SKILL.md b/skills/animejs-animation/SKILL.md index 6ececf43..24134407 100644 --- a/skills/animejs-animation/SKILL.md +++ b/skills/animejs-animation/SKILL.md @@ -15,7 +15,6 @@ date_added: "2026-03-07" This skill is used for creating high-fidelity, jaw-dropping web animations that go far beyond simple CSS transitions. It's the tool of choice for awards-caliber interactive sites. ## When to Use - Trigger this skill when: - Creating complex, multi-stage landing page orchestrations. diff --git a/skills/anti-reversing-techniques/SKILL.md b/skills/anti-reversing-techniques/SKILL.md index 9ac58193..43babfbf 100644 --- a/skills/anti-reversing-techniques/SKILL.md +++ b/skills/anti-reversing-techniques/SKILL.md @@ -1,6 +1,6 @@ --- name: anti-reversing-techniques -description: "Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u..." +description: "AUTHORIZED USE ONLY: This skill contains dual-use security techniques. Before proceeding with any bypass or analysis: > 1." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/api-design-principles/SKILL.md b/skills/api-design-principles/SKILL.md index eacdb62b..773d485c 100644 --- a/skills/api-design-principles/SKILL.md +++ b/skills/api-design-principles/SKILL.md @@ -1,6 +1,6 @@ --- name: api-design-principles -description: "Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing..." +description: "Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/api-fuzzing-bug-bounty/SKILL.md b/skills/api-fuzzing-bug-bounty/SKILL.md index f8238dce..ebb29088 100644 --- a/skills/api-fuzzing-bug-bounty/SKILL.md +++ b/skills/api-fuzzing-bug-bounty/SKILL.md @@ -1,6 +1,6 @@ --- name: api-fuzzing-bug-bounty -description: "This skill should be used when the user asks to \"test API security\", \"fuzz APIs\", \"find IDOR vulnerabilities\", \"test REST API\", \"test GraphQL\", \"API penetration testing\", \"bug b..." +description: "Provide comprehensive techniques for testing REST, SOAP, and GraphQL APIs during bug bounty hunting and penetration testing engagements. Covers vulnerability discovery, authentication bypass, IDOR exploitation, and API-specific attack vectors." risk: unknown source: community author: zebbern diff --git a/skills/api-patterns/SKILL.md b/skills/api-patterns/SKILL.md index f21b684c..75fc5d27 100644 --- a/skills/api-patterns/SKILL.md +++ b/skills/api-patterns/SKILL.md @@ -81,6 +81,5 @@ Before designing an API: |--------|---------|---------| | `scripts/api_validator.py` | API endpoint validation | `python scripts/api_validator.py ` | - ## When to Use This skill is applicable to execute the workflow or actions described in the overview. diff --git a/skills/apify-actor-development/SKILL.md b/skills/apify-actor-development/SKILL.md index 0dc09cf7..7f1e9ea0 100644 --- a/skills/apify-actor-development/SKILL.md +++ b/skills/apify-actor-development/SKILL.md @@ -1,6 +1,6 @@ --- name: apify-actor-development -description: "Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Acto..." +description: "Important: Before you begin, fill in the generatedBy property in the meta section of .actor/actor.json. Replace it with the tool and model you're currently using, such as \"Claude Code with Claude Sonnet 4.5\". This helps Apify monitor and improve AGENTS.md for specific AI tools and models." --- @@ -201,7 +201,6 @@ See [references/dataset-schema.md](references/dataset-schema.md) for dataset sch See [references/key-value-store-schema.md](references/key-value-store-schema.md) for key-value store schema structure, collections, and configuration. - ## Apify MCP Tools If MCP server is configured, use these tools for documentation: diff --git a/skills/apify-actorization/SKILL.md b/skills/apify-actorization/SKILL.md index 9880852f..589695d0 100644 --- a/skills/apify-actorization/SKILL.md +++ b/skills/apify-actorization/SKILL.md @@ -1,6 +1,6 @@ --- name: apify-actorization -description: "Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us..." +description: "Actorization converts existing software into reusable serverless applications compatible with the Apify platform. Actors are programs packaged as Docker images that accept well-defined JSON input, perform an action, and optionally produce structured JSON output." --- # Apify Actorization diff --git a/skills/apify-audience-analysis/SKILL.md b/skills/apify-audience-analysis/SKILL.md index 7ce31aa7..19e842b0 100644 --- a/skills/apify-audience-analysis/SKILL.md +++ b/skills/apify-audience-analysis/SKILL.md @@ -111,7 +111,6 @@ After completion, report: - Key demographic insights - Suggested next steps (deeper analysis, segmentation) - ## Error Handling `APIFY_TOKEN not found` - Ask user to create `.env` with `APIFY_TOKEN=your_token` diff --git a/skills/apify-brand-reputation-monitoring/SKILL.md b/skills/apify-brand-reputation-monitoring/SKILL.md index e38a8d4a..60552dbf 100644 --- a/skills/apify-brand-reputation-monitoring/SKILL.md +++ b/skills/apify-brand-reputation-monitoring/SKILL.md @@ -1,6 +1,6 @@ --- name: apify-brand-reputation-monitoring -description: "Track reviews, ratings, sentiment, and brand mentions across Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. Use when user asks to monitor brand reputation, analyze..." +description: "Scrape reviews, ratings, and brand mentions from multiple platforms using Apify Actors." --- # Brand Reputation Monitoring @@ -111,7 +111,6 @@ After completion, report: - Key fields available - Suggested next steps (sentiment analysis, filtering) - ## Error Handling `APIFY_TOKEN not found` - Ask user to create `.env` with `APIFY_TOKEN=your_token` diff --git a/skills/apify-competitor-intelligence/SKILL.md b/skills/apify-competitor-intelligence/SKILL.md index eb5bdc34..bab16d2b 100644 --- a/skills/apify-competitor-intelligence/SKILL.md +++ b/skills/apify-competitor-intelligence/SKILL.md @@ -121,7 +121,6 @@ After completion, report: - Key competitive insights - Suggested next steps (deeper analysis, benchmarking) - ## Error Handling `APIFY_TOKEN not found` - Ask user to create `.env` with `APIFY_TOKEN=your_token` diff --git a/skills/apify-content-analytics/SKILL.md b/skills/apify-content-analytics/SKILL.md index 021eeb5c..e44588ac 100644 --- a/skills/apify-content-analytics/SKILL.md +++ b/skills/apify-content-analytics/SKILL.md @@ -110,7 +110,6 @@ After completion, report: - Key performance insights - Suggested next steps (deeper analysis, content optimization) - ## Error Handling `APIFY_TOKEN not found` - Ask user to create `.env` with `APIFY_TOKEN=your_token` diff --git a/skills/apify-ecommerce/SKILL.md b/skills/apify-ecommerce/SKILL.md index 0e2dc9e6..94c61c55 100644 --- a/skills/apify-ecommerce/SKILL.md +++ b/skills/apify-ecommerce/SKILL.md @@ -1,6 +1,6 @@ --- name: apify-ecommerce -description: "Scrape e-commerce data for pricing intelligence, customer reviews, and seller discovery across Amazon, Walmart, eBay, IKEA, and 50+ marketplaces. Use when user asks to monitor prices, track competi..." +description: "Extract product data, prices, reviews, and seller information from any e-commerce platform using Apify's E-commerce Scraping Tool." --- # E-commerce Data Extraction diff --git a/skills/apify-influencer-discovery/SKILL.md b/skills/apify-influencer-discovery/SKILL.md index 12404a0b..2820c740 100644 --- a/skills/apify-influencer-discovery/SKILL.md +++ b/skills/apify-influencer-discovery/SKILL.md @@ -108,7 +108,6 @@ After completion, report: - Key metrics available (followers, engagement rate, etc.) - Suggested next steps (filtering, outreach, deeper analysis) - ## Error Handling `APIFY_TOKEN not found` - Ask user to create `.env` with `APIFY_TOKEN=your_token` diff --git a/skills/apify-lead-generation/SKILL.md b/skills/apify-lead-generation/SKILL.md index 18d01f3e..6fd0d415 100644 --- a/skills/apify-lead-generation/SKILL.md +++ b/skills/apify-lead-generation/SKILL.md @@ -1,6 +1,6 @@ --- name: apify-lead-generation -description: "Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lis..." +description: "Scrape leads from multiple platforms using Apify Actors." --- # Lead Generation @@ -110,7 +110,6 @@ After completion, report: - Key fields available - Suggested next steps (filtering, enrichment) - ## Error Handling `APIFY_TOKEN not found` - Ask user to create `.env` with `APIFY_TOKEN=your_token` diff --git a/skills/apify-market-research/SKILL.md b/skills/apify-market-research/SKILL.md index 95e926b4..1e037a8f 100644 --- a/skills/apify-market-research/SKILL.md +++ b/skills/apify-market-research/SKILL.md @@ -109,7 +109,6 @@ After completion, report: - Key market insights - Suggested next steps (deeper analysis, validation) - ## Error Handling `APIFY_TOKEN not found` - Ask user to create `.env` with `APIFY_TOKEN=your_token` diff --git a/skills/apify-trend-analysis/SKILL.md b/skills/apify-trend-analysis/SKILL.md index d8f0f265..8924ff59 100644 --- a/skills/apify-trend-analysis/SKILL.md +++ b/skills/apify-trend-analysis/SKILL.md @@ -125,5 +125,4 @@ After completion, report: ## When to Use - Use this skill when tackling tasks related to its primary domain or functionality as described above. diff --git a/skills/apify-ultimate-scraper/SKILL.md b/skills/apify-ultimate-scraper/SKILL.md index b41a22ca..1b24c31f 100644 --- a/skills/apify-ultimate-scraper/SKILL.md +++ b/skills/apify-ultimate-scraper/SKILL.md @@ -1,6 +1,6 @@ --- name: apify-ultimate-scraper -description: "Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead gener..." +description: "AI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task." --- # Universal Web Scraper @@ -220,7 +220,6 @@ After completion, report: | Competitor pages | Deep-dive with post/ad scrapers | | Trend data | Validate with platform-specific hashtag scrapers | - ## Error Handling `APIFY_TOKEN not found` - Ask user to create `.env` with `APIFY_TOKEN=your_token` diff --git a/skills/architecture-decision-records/SKILL.md b/skills/architecture-decision-records/SKILL.md index 1249c7b5..0ef133c1 100644 --- a/skills/architecture-decision-records/SKILL.md +++ b/skills/architecture-decision-records/SKILL.md @@ -1,6 +1,6 @@ --- name: architecture-decision-records -description: "Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect..." +description: "Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/architecture-patterns/SKILL.md b/skills/architecture-patterns/SKILL.md index e6c189df..515387c4 100644 --- a/skills/architecture-patterns/SKILL.md +++ b/skills/architecture-patterns/SKILL.md @@ -1,6 +1,6 @@ --- name: architecture-patterns -description: "Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ..." +description: "Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/ask-questions-if-underspecified/SKILL.md b/skills/ask-questions-if-underspecified/SKILL.md index 9c11bef1..8df22b34 100644 --- a/skills/ask-questions-if-underspecified/SKILL.md +++ b/skills/ask-questions-if-underspecified/SKILL.md @@ -6,7 +6,6 @@ description: Clarify requirements before implementing. Use when serious doubts a # Ask Questions If Underspecified ## When to Use - Use this skill when a request has multiple plausible interpretations or key details (objective, scope, constraints, environment, or safety) are unclear. ## When NOT to Use diff --git a/skills/astropy/SKILL.md b/skills/astropy/SKILL.md index 14f9d5ec..71a8bfe2 100644 --- a/skills/astropy/SKILL.md +++ b/skills/astropy/SKILL.md @@ -1,6 +1,6 @@ --- name: astropy -description: Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and... +description: "Astropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis." license: BSD-3-Clause license metadata: skill-author: K-Dense Inc. diff --git a/skills/async-python-patterns/SKILL.md b/skills/async-python-patterns/SKILL.md index 6361481d..d7b92814 100644 --- a/skills/async-python-patterns/SKILL.md +++ b/skills/async-python-patterns/SKILL.md @@ -1,6 +1,6 @@ --- name: async-python-patterns -description: "Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-..." +description: "Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance, non-blocking systems." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/audio-transcriber/SKILL.md b/skills/audio-transcriber/SKILL.md index a639def2..abd8e357 100644 --- a/skills/audio-transcriber/SKILL.md +++ b/skills/audio-transcriber/SKILL.md @@ -15,7 +15,6 @@ This skill automates audio-to-text transcription with professional Markdown outp Inspired by tools like Plaud, this skill transforms raw audio recordings into actionable documentation, making it ideal for meetings, interviews, lectures, and content analysis. ## When to Use - Invoke this skill when: - User needs to transcribe audio/video files to text diff --git a/skills/audit-context-building/SKILL.md b/skills/audit-context-building/SKILL.md index 797ef9a3..c07b1bad 100644 --- a/skills/audit-context-building/SKILL.md +++ b/skills/audit-context-building/SKILL.md @@ -20,8 +20,7 @@ This skill defines a structured analysis format (see Example: Function Micro-Ana --- -## 2. When to Use This Skill - +## When to Use Use when: - Deep comprehension is needed before bug or vulnerability discovery. - You want bottom-up understanding instead of high-level guessing. diff --git a/skills/auri-core/SKILL.md b/skills/auri-core/SKILL.md index 4026b4c7..7b1acc4a 100644 --- a/skills/auri-core/SKILL.md +++ b/skills/auri-core/SKILL.md @@ -1,603 +1,598 @@ ---- -name: auri-core -description: 'Auri: assistente de voz inteligente (Alexa + Claude claude-opus-4-20250805). Visao do produto, persona Vitoria Neural, stack AWS, modelo Free/Pro/Business/Enterprise, roadmap 4 fases, GTM, - north...' -risk: none -source: community -date_added: '2026-03-06' -author: renat -tags: -- voice-assistant -- product-vision -- alexa -- aws -tools: -- claude-code -- antigravity -- cursor -- gemini-cli -- codex-cli ---- - -# Auri - Core Product Skill - -## Overview - -Auri: assistente de voz inteligente (Alexa + Claude claude-opus-4-20250805). Visao do produto, persona Vitoria Neural, stack AWS, modelo Free/Pro/Business/Enterprise, roadmap 4 fases, GTM, north star WAC e analise competitiva. - -## When to Use This Skill - -- When you need specialized assistance with this domain - -## Do Not Use This Skill When - -- The task is unrelated to auri core -- A simpler, more specific tool can handle the request -- The user needs general-purpose assistance without domain expertise - -## How It Works - -| Atributo | Definicao | -|----------|-----------| -| Nome | Auri | -| Voz | Amazon Polly Vitoria Neural pt-BR | -| Tom | Caloroso, inteligente, direto | -| Personalidade | Curiosa, empatica, confiavel | -| Linguagem | Portugues brasileiro natural | -| Atitude | Proativa, mas nunca invasiva | - -## Auri - Core Product Skill - -> A voz que pensa com voce. - -Auri e um assistente de voz de nova geracao construido sobre Amazon Alexa + Claude claude-opus-4-20250805. -Enquanto a Alexa tradicional executa comandos, a Auri conduz conversas reais e raciocina sobre contexto. - ---- - -## O Que E A Auri - -A Auri e uma Alexa Skill avancada que substitui o motor de respostas padrao pelo modelo -Claude claude-opus-4-20250805 da Anthropic. O resultado: um assistente de voz capaz de: - -- Conduzir conversas multi-turno com memoria contextual -- Raciocinar sobre problemas complexos em linguagem natural -- Adaptar tom e profundidade ao perfil do usuario -- Operar 100% em portugues brasileiro com nuances culturais -- Integrar com o ecossistema Amazon (calendario, compras, smart home, musica) - -## Proposta De Valor Unica - -ANTES: Alexa, qual a previsao do tempo? -> Amanha, 28 graus e nublado. - -DEPOIS: Auri, devo levar guarda-chuva amanha? - -> Amanha 70% de chuva a tarde mas a manha estara limpa. Reuniao as 14h? Leve guarda-chuva. - -## Diferencial Estrategico - -1. Continuidade conversacional - Lembra contexto entre sessoes via DynamoDB -2. Personalidade consistente - Voz Vitoria Neural + persona calibrada -3. Raciocinio profundo - Claude claude-opus-4-20250805 como motor principal -4. Ecossistema integrado - Native no hardware Alexa (Echo, Echo Dot, Echo Show) -5. Privacidade by design - Dados na AWS, sem compartilhamento com terceiros - ---- - -## Valores Da Marca - -- Clareza - Respostas objetivas, sem rodeios -- Empatia - Entende contexto emocional, adapta o tom -- Inteligencia - Nunca simula saber o que nao sabe -- Respeito - Mantem privacidade, nunca julga -- Continuidade - Lembra conversas, evolui com o usuario - -## Guia De Linguagem - -Fazer: -- Falar na primeira pessoa -- Confirmar entendimento antes de responder -- Reconhecer incerteza e oferecer alternativa - -Evitar: -- Respostas roboticas -- Formalidade excessiva -- Evasao sem alternativa - -## Exemplo De Interacao - -Usuario: Auri, me explica criptomoeda de um jeito simples. - -Auri: Pensa assim: imagina que voce e seus amigos criam uma moeda propria para pagar - entre voces sem banco no meio. Criptomoeda e exatamente isso, mas para milhoes - de pessoas. O Bitcoin foi o primeiro, criado em 2009. Quer entender melhor? - -## Ssml - Voz Otimizada - -Exemplo de marcacao SSML para Amazon Polly Vitoria Neural: - Ola! Eu sou a Auri. - Como posso te ajudar hoje? - ---- - -## Visao Geral Da Arquitetura - -Fluxo de dados: Echo -> ASK SDK (Python v2) -> Lambda Python 3.12 -> Claude claude-opus-4-20250805 -Componentes AWS: DynamoDB (memoria), Polly Vitoria Neural (voz), CloudWatch (logs), Secrets Manager (keys) - -## 3.1 Dependencias - -ask-sdk-core==1.19.0 | ask-sdk-model==1.85.0 | boto3==1.34.0 | anthropic==0.25.0 | python-dotenv==1.0.0 - -## 3.2 Lambda Handler Principal - -Codigo Python - lambda_function.py: - sb = CustomSkillBuilder() - sb.add_request_handler(ConversationIntentHandler()) - sb.add_global_request_interceptor(MemoryLoadInterceptor()) - sb.add_global_response_interceptor(MemorySaveInterceptor()) - lambda_handler = sb.lambda_handler() - -## 3.3 Handler De Conversa Com Claude - -Codigo Python - handlers/conversation.py: - class ConversationIntentHandler(AbstractRequestHandler): - Recebe user_speech via slot query - Carrega historico de conversas da sessao DynamoDB - Chama anthropic.Anthropic().messages.create( - model=claude-opus-4-20250805, max_tokens=300, - system=system_prompt, messages=history+[user_speech]) - Salva resposta no historico, retorna SSML com voz Vitoria - -## 3.4 Dynamodb Schema - -Tabela: auri-user-memory | PK: user_id | SK: session_date | TTL: 90 dias -Campos: profile (name, plan, preferences), long_term_memory[], usage_stats{} -BillingMode: PAY_PER_REQUEST | TimeToLive: habilitado (auto-expira) - -## 3.5 Interaction Model - -invocationName: auri -ConversationIntent: slot query (AMAZON.SearchQuery) -Samples: {query}, me fala sobre {query}, o que e {query}, explica {query} -StopIntent: tchau, ate mais, encerrar - -## 3.6 Configuracao Lambda - -FunctionName: auri-core-handler | Runtime: python3.12 | Timeout: 15s | Memory: 512MB -Env vars: ANTHROPIC_API_KEY_SECRET, DYNAMODB_TABLE=auri-user-memory, POLLY_VOICE=Vitoria - CLAUDE_MODEL=claude-opus-4-20250805, MAX_TOKENS_VOICE=300 - ---- - -## 3.7 Exemplos De Codigo Completos - -Handler de Conversa (handlers/conversation.py): - - - -DynamoDB Schema: - - - ---- - -## Planos E Precos - -| Plano | Preco | Limites | Target | -|-------|-------|---------|--------| -| Free | R$ 0 | 10 perguntas/dia | Experimentacao | -| Pro | R$ 29/mes | Ilimitado, memoria 90 dias | Usuario individual | -| Business | R$ 99/mes | Multi-usuario ate 5, 1 ano | Familia/PME | -| Enterprise | Sob consulta | Ilimitado, SLA | Corporativo | - -## Detalhamento - -Free: 10 perguntas/dia, sem memoria entre sessoes, voz Vitoria Neural. -Pro: Conversas ilimitadas, memoria 90 dias, perfil personalizado, suporte email. -Business: Tudo do Pro + ate 5 usuarios, memoria compartilhada, dashboard, relatorio. -Enterprise: Ilimitado, persona customizavel, integracao CRM/ERP, SLA 99.9%. - -## Projecao De Receita (Ano 1) - -Meta conservadora: Pro 250 x R\9 = R$ 7.250/mes | Business 25 x R\9 = R$ 2.475/mes -MRR Ano 1: R$ 9.725/mes (~R$ 117k ARR) - -Meta otimista: Pro 800 = R$ 23.200/mes | Business 80 = R$ 7.920/mes -MRR Ano 1: R$ 31.120/mes (~R$ 373k ARR) - -## Unit Economics - -| Metrica | Pro | Business | -|---------|-----|----------| -| CAC | R$ 45 | R$ 120 | -| LTV | R$ 522 (18m) | R$ 2.376 (24m) | -| LTV/CAC | 11.6x | 19.8x | -| Churn | 5%/mes | 3%/mes | -| Margem bruta | ~86% | ~90% | - ---- - -## Fase 1 - Lancamento Mvp (Meses 1-3) - -Objetivo: Validar product-market fit com early adopters brasileiros. - -| Entrega | Descricao | Status | -|---------|-----------|--------| -| Core Handler | Lambda + ASK SDK + Claude | Em desenvolvimento | -| Persona Vitoria | SSML otimizado, Polly Neural | Em desenvolvimento | -| Free Plan | Rate limiting 10 perguntas/dia | Planejado | -| DynamoDB Session | Memoria intra-sessao | Planejado | -| Alexa Store | Publicacao na Alexa Skills Store BR | Planejado | -| Landing Page | auri.com.br com CTA | Planejado | - -KPIs Fase 1: 500 habilitacoes, 40% retornam semana 2, NPS > 50, latencia < 2s. - -## Fase 2 - Personalizacao (Meses 4-6) - -| Entrega | Descricao | -|---------|-----------| -| Long-term Memory | DynamoDB persistente 90 dias (Pro) | -| User Profiling | Nome, preferencias, contexto | -| Pro Plan Launch | Via Amazon In-Skill Purchasing | -| Analytics Dashboard | Usuario Pro ve padroes de uso | - -KPIs Fase 2: 200 conversoes Free->Pro, WAC > 150, sessao > 4min, churn < 7%. - -## Fase 3 - Multi-Modal (Meses 7-12) - -| Entrega | Descricao | -|---------|-----------| -| Echo Show Support | Respostas visuais para displays | -| Calendar Integration | Agenda via voz | -| Auri Web App | Interface web para historico | -| Business Plan Launch | Multi-usuario, dashboard familiar | - -KPIs Fase 3: WAC > 1.000, MRR > R$ 15.000, Business: 50 clientes, rating > 4.5. - -## Fase 4 - Ecossistema (Ano 2+) - -| Entrega | Descricao | -|---------|-----------| -| Auri SDK | Developers constroem skills na Auri | -| WhatsApp Bridge | Persona Auri no WhatsApp | -| Mobile App | App iOS/Android com voz | -| Marketplace | Skills de terceiros | -| Enterprise Launch | SSO e compliance | -| B2B Skills | Auri Saude, Educacao, Financas | - ---- - -## Segmentos Alvo - -**Primario: Tech-savvy Brasileiros (25-45 anos)** -- Ja possuem Echo (~2M no Brasil), frustrados com Alexa padrao. -- Canais: Reddit, Twitter/X tech, YouTube tech BR. - -**Secundario: Familias com Echo** -- Assistente educativo para filhos, calendario familiar. -- Canais: Facebook Groups, Instagram parenting. - -**Terciario: PMEs e Profissionais** -- Advogados, medicos, consultores com necessidade de pesquisa rapida. -- Canais: LinkedIn, eventos de negocios. - -## Canais De Aquisicao - -| Canal | Custo | Potencial | Prazo | -|-------|-------|-----------|-------| -| Alexa Store organico | R$ 0 | Alto | Imediato | -| SEO + Blog | Baixo | Alto | 3-6 meses | -| YouTube demos | Medio | Alto | 1-3 meses | -| Influenciadores Tech BR | Medio | Alto | 1-2 meses | -| Paid Ads | Alto | Alto | Testavel | - -## Mensagem Central - -Tagline: A voz que pensa com voce. - -Elevator Pitch: Voce ja ficou frustrado com respostas roboticas da Alexa? -A Auri tem a inteligencia real por dentro. Ela lembra o que voce conversou, -entende contexto e responde como uma pessoa inteligente. Gratis para comecar. - -Value Props: -- Para o curioso: IA de voz que realmente entende portugues -- Para o produtivo: Assistente pessoal que evolui com voce -- Para a familia: Presenca inteligente em casa para todos -- Para o profissional: Pesquisa em segundos, sem tirar as maos do teclado - -## Calendario De Lancamento - -D-30: Lista de espera (auri.com.br) | D-15: Beta 50 usuarios | D-0: Alexa Store -D+14: Influenciadores | D+60: Pro launch | D+90: Avaliacao Phase 1 - ---- - -## Wac - Weekly Active Conversationalists - -**Definicao precisa:** -Numero de usuarios unicos com >= 3 sessoes de >= 2 minutos cada na ultima semana. -Periodo: segunda-domingo, 00:00-23:59 BRT. - -**Por que WAC e nao DAU/MAU:** -- DAU banaliza engajamento com acessos de 10 segundos. -- MAU e muito longa para feedback rapido de produto. -- WAC captura habito real: voltou 3x e ficou 2min = genuinamente engajado. -- Correlaciona com retencao 30 dias e conversao Free->Pro. - -## Hierarquia De Metricas - -NORTH STAR: WAC -| -+-- Aquisicao: Enablements, First Session Completion, Day-1 Retention -+-- Ativacao: Sessions/User/Week, Avg Duration, Questions/Session -+-- Retencao: Week-2, Month-1, Churn Rate Pro -+-- Receita: Conversion Rate, MRR, ARPU, LTV/CAC -+-- Recomendacao: NPS, Organic Share, App Store Rating - -## Metas Wac Por Fase - -| Fase | Mes | WAC Meta | WAC Stretch | -|------|-----|----------|-------------| -| Fase 1 | M3 | 150 | 300 | -| Fase 2 | M6 | 500 | 1.000 | -| Fase 3 | M12 | 2.000 | 5.000 | -| Fase 4 | M24 | 10.000 | 25.000 | - -## Como Calcular Wac - -1. Registrar session_start com user_id e timestamp no DynamoDB. -2. Ao encerrar sessao, registrar duracao em segundos. -3. Query semanal: users com session_count >= 3 AND avg_duration >= 120. -4. Publicar metrica no CloudWatch namespace Auri/ProductMetrics. -5. Alertar queda > 20% semana a semana. - -## Dashboard Cloudwatch (Exemplo De Estrutura) - -Metricas customizadas publicadas: -- SessionStart (Count por Plan: free/pro/business) -- SessionDuration (None - minutos) -- MessagesPerSession (Count) -- WAC semanal (Gauge) -- FreeToProConversions (Count) - ---- - -## Tabela Comparativa - -| Feature | Auri | Alexa Pura | Siri | Google Assistant | ChatGPT Voice | -|---------|------|------------|------|------------------|---------------| -| Idioma PT-BR nativo | Alta | Media | Media | Alta | Media | -| Raciocinio profundo | Alta | Baixa | Media | Media | Alta | -| Memoria multi-sessao | Alta | Baixa | Media | Media | Alta | -| Integracao smart home | Alta | Maxima | Media | Alta | Baixa | -| Personalidade consistente | Alta | Media | Media | Media | Alta | -| Hardware proprio | Usa Echo | Echo | HomePod | Nest | App only | -| Modelo base | Claude Opus 4 | Alexa LLM | Apple LLM | Gemini | GPT-4o | -| Privacidade | Alta | Media | Maxima | Baixa | Media | -| Preco | R\/usr/bin/bash-99/mes | Gratis | Gratis | Gratis | R/mes | -| Disponivel no Brasil | Sim | Sim | Sim | Sim | Sim | - -## Posicionamento No Mapa Competitivo - -Eixo X: Integracao com Hardware | Eixo Y: Profundidade de Inteligencia - -Quadrante UNICO da Auri: Alta Inteligencia + Alta Integracao Hardware. -Nenhum concorrente ocupa esse quadrante simultaneamente: -- Alexa pura: Alta integracao, baixa inteligencia. -- ChatGPT Voice: Alta inteligencia, sem hardware proprio. -- Google/Siri: Posicionamento intermediario em ambos os eixos. - -## Objecoes Frequentes E Respostas - -| Objecao | Resposta Auri | -|---------|---------------| -| Por que nao ChatGPT? | ChatGPT e app, sem voz-first. Auri e native no Echo. | -| Alexa ja resolve | Para comandos sim. Para conversas reais, nao. | -| R\9 e caro | Menos que 1 cafe/dia por assistente pessoal 24/7. | -| E a privacidade? | Dados na sua AWS, retencao configuravel, LGPD compliant. | -| Amazon vai copiar? | Amazon incentiva ecossistema de skills. Somos parceiros. | - ---- - -## Brand Identity - -- Nome: Auri -- Origem: Aura (presenca intangivel) + IA. Sugere presenca, sabedoria, leveza. -- Tagline: A voz que pensa com voce. - -## Taglines Alternativas - -- Alem dos comandos. Muito alem. -- A IA que mora no seu Echo. -- Conversas reais. Inteligencia real. -- Fala com quem realmente ouve. - -## Brand Values - -1. Inteligencia Autentica - Nunca simula. Quando nao sabe, diz honestamente. -2. Presenca Calorosa - Tecnologia avancada com calor humano. -3. Respeito pelo Tempo - Respostas diretas, sem rodeios. -4. Crescimento Continuo - Evolui com o usuario, aprende com interacoes. -5. Privacidade como Direito - Dados do usuario pertencem ao usuario. - -## Brand Voice Guidelines - -Tom: -- Caloroso mas nao piegas. -- Inteligente mas nao pedante. -- Direto mas nao grosseiro. -- Divertido mas nao futil. - -Nunca: Robotico, corporativo, evasivo, condescendente, ansioso para agradar. - -Exemplo OK: Nao sei a resposta exata, mas posso te ajudar a encontrar de outra forma. -Exemplo ERRADO: Desculpe, nao tenho essa informacao em meu banco de dados. - -## Aplicacoes Da Marca - -- App Icon: Forma de onda de voz estilizada em gradiente verde-azul. -- Paleta: Verde-teal principal, branco neutro, cinza escuro para texto. -- Tipografia: Sans-serif moderna (similar a produto Apple/Spotify). -- Motion: Animacao de ondas suaves ao falar (Echo Show). - ---- - -## 10. Comandos Do Skill - -Estes comandos ativam modos especificos quando mencionados no contexto de uso do skill. - -## /Auri-Status - -Exibe status atual: versao, WAC vs meta, MRR, proxima entrega, status componentes. - -Campos retornados: -- Versao atual do produto (ex: v1.0.0) -- WAC atual vs meta da fase atual -- MRR atual em R$ -- Proxima entrega do roadmap -- Status: Lambda (OK/Degraded), DynamoDB (OK), Claude API (OK) - -## /Auri-Roadmap [Fase] - -Exibe roadmap completo. Argumento opcional: 1, 2, 3 ou 4 para detalhar fase. -Output: Tabela de entregas com status, KPIs e datas estimadas. - -## /Auri-Metrics [Periodo] - -Dashboard de metricas. Argumento: semana | mes | trimestre. Default: semana. -Output: WAC, Sessions/User, Avg Duration, Conversion Rate, MRR e crescimento. - -## /Auri-Persona [Aspecto] - -Guidelines da persona. Argumento: voz | tom | linguagem | valores | exemplos. -Output: Guidelines detalhadas, exemplos de dialogo, templates SSML. - -## /Auri-Pricing [Plano] - -Planos e precos. Argumento: free | pro | business | enterprise. -Output: Tabela comparativa, projecoes de receita, unit economics. - -## /Auri-Gtm [Canal] - -Go-to-market strategy. Argumento: organico | pago | influenciadores | parcerias. -Output: Plano por canal, mensagens centrais, calendario de lancamento. - -## /Auri-Competitive [Competidor] - -Analise competitiva. Argumento: alexa | siri | google | chatgpt. -Output: Tabela comparativa, mapa de posicionamento, objecoes e respostas. - ---- - -## Deployment Via Aws Sam - -Comandos de deploy: - sam build --use-container - sam deploy --stack-name auri-core --region us-east-1 --capabilities CAPABILITY_IAM - -Verificar deployment: - aws lambda invoke --function-name auri-core-handler --payload file://test.json response.json - -## Monitoramento Cloudwatch Alarms - -| Alarme | Threshold | Acao | -|--------|-----------|------| -| high_latency | Duration > 6000ms | PagerDuty | -| error_rate | Errors > 5 em 5min | Slack #auri-alerts | -| claude_api_failures | AnthropicAPIErrors > 3 | Slack + fallback | -| wac_drop | WAC queda > 20% semana | Product team Slack | - -## Fallback Strategy (Claude Api Indisponivel) - -Se a API da Anthropic estiver indisponivel, o sistema retorna respostas pre-configuradas: -- api_down: Estou com instabilidade. Pode tentar em alguns minutinhos? -- timeout: Preciso de mais tempo nessa pergunta. Me faz de novo daqui a pouco? -- rate_limit: Muitas conversas simultaneas. Tente em alguns segundos! - -## Gestao De Custos - -| Componente | Custo Estimado (1000 usuarios Pro) | -|-----------|-----------------------------------| -| Claude API | R$ 4.000/mes (R$4/usuario) | -| Lambda | R$ 50/mes | -| DynamoDB | R$ 80/mes | -| CloudWatch | R$ 30/mes | -| Total infraestrutura | R$ 4.160/mes | -| Receita 1000 Pro | R$ 29.000/mes | -| Margem bruta | ~86% | - ---- - -## Lgpd (Lei 13.709/2018) - -- Base legal: Execucao de contrato (Art. 7, V) para usuarios Pro/Business. -- Consentimento: Coletado no onboarding da skill via voz + confirmacao. -- Dados coletados: Texto de conversas, preferencias, dados de uso anonimizados. -- Retencao: Free = 0 dias | Pro = 90 dias | Business = 365 dias. -- Direito de exclusao: Comando de voz Auri apaga meus dados -> DynamoDB delete. -- DPO: Designar antes do lancamento publico. - -## Alexa Skills Store - Politicas - -- Skill deve seguir Alexa Skills Kit Policies integralmente. -- Proibido coletar dados sensiveis (saude, financeiros, criancas < 13 anos). -- In-Skill Purchasing exige aprovacao previa da Amazon. -- Privacy Policy URL obrigatoria na submissao da skill. -- Monetizacao: Amazon retira 30% via In-Skill Purchasing. - ---- - -## 13. Glossario - -| Termo | Definicao | -|-------|-----------| -| WAC | Weekly Active Conversationalists - North Star Metric da Auri | -| ASK | Alexa Skills Kit - SDK oficial Amazon para Skills | -| SSML | Speech Synthesis Markup Language - markup para controle de voz | -| Intent | Acao que o usuario quer executar (ex: me explica X) | -| Slot | Variavel dentro de um intent (ex: query em me explica {query}) | -| Utterance | Frase de exemplo que aciona um intent | -| Session | Uma conversa continua com a Auri (inicio ate encerrar) | -| Long-term Memory | Dados persistidos no DynamoDB entre sessoes | -| In-Skill Purchasing | Sistema de cobranca nativo da Alexa Skills Store | -| Vitoria Neural | Voz Amazon Polly pt-BR de alta qualidade usada pela Auri | -| Claude claude-opus-4-20250805 | Modelo de linguagem Anthropic usado como motor da Auri | -| DynamoDB | Banco NoSQL AWS usado para memoria persistente dos usuarios | -| Lambda | Funcao AWS serverless que processa as requisicoes da Auri | -| Anthropic | Empresa criadora do Claude, fornecedora da API de IA | -| MRR | Monthly Recurring Revenue - Receita Mensal Recorrente | -| LTV | Lifetime Value - Valor do ciclo de vida do cliente | -| CAC | Customer Acquisition Cost - Custo de aquisicao de cliente | - ---- - -## 14. Links E Recursos - -| Recurso | URL / Localizacao | -|---------|-------------------| -| Alexa Skills Kit Docs | https://developer.amazon.com/en-US/alexa/alexa-skills-kit | -| ASK SDK Python | https://github.com/alexa/alexa-skills-kit-sdk-for-python | -| Amazon Polly Vitoria Neural | https://docs.aws.amazon.com/polly/latest/dg/voicelist.html | -| Anthropic Claude API | https://docs.anthropic.com/en/api/getting-started | -| Claude claude-opus-4-20250805 Docs | https://docs.anthropic.com/en/docs/models-overview | -| Alexa Skills Store Brasil | https://www.amazon.com.br/alexa-skills | -| DynamoDB Best Practices | https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/best-practices.html | -| In-Skill Purchasing | https://developer.amazon.com/en-US/docs/alexa/in-skill-purchase/isp-overview.html | -| Codigo-fonte Auri | C:/Users/renat/skills/auri-core/ | -| Amazon Alexa Skill (skill tecnica) | C:/Users/renat/skills/amazon-alexa/SKILL.md | - ---- - -*Auri Core Skill - v1.0.0 | Criado em 2026-03-03 | Skills Ecosystem* - -## Best Practices - -- Provide clear, specific context about your project and requirements -- Review all suggestions before applying them to production code -- Combine with other complementary skills for comprehensive analysis - -## Common Pitfalls - -- Using this skill for tasks outside its domain expertise -- Applying recommendations without understanding your specific context -- Not providing enough project context for accurate analysis +--- +name: auri-core +description: "Auri: assistente de voz inteligente (Alexa + Claude claude-opus-4-20250805). Visao do produto, persona Vitoria Neural, stack AWS, modelo Free/Pro/Business/Enterprise, roadmap 4 fases, GTM, north star WAC e analise competitiva." +risk: none +source: community +date_added: '2026-03-06' +author: renat +tags: +- voice-assistant +- product-vision +- alexa +- aws +tools: +- claude-code +- antigravity +- cursor +- gemini-cli +- codex-cli +--- + +# Auri - Core Product Skill + +## Overview + +Auri: assistente de voz inteligente (Alexa + Claude claude-opus-4-20250805). Visao do produto, persona Vitoria Neural, stack AWS, modelo Free/Pro/Business/Enterprise, roadmap 4 fases, GTM, north star WAC e analise competitiva. + +## When to Use This Skill + +- When you need specialized assistance with this domain + +## Do Not Use This Skill When + +- The task is unrelated to auri core +- A simpler, more specific tool can handle the request +- The user needs general-purpose assistance without domain expertise + +## How It Works + +| Atributo | Definicao | +|----------|-----------| +| Nome | Auri | +| Voz | Amazon Polly Vitoria Neural pt-BR | +| Tom | Caloroso, inteligente, direto | +| Personalidade | Curiosa, empatica, confiavel | +| Linguagem | Portugues brasileiro natural | +| Atitude | Proativa, mas nunca invasiva | + +## Auri - Core Product Skill + +> A voz que pensa com voce. + +Auri e um assistente de voz de nova geracao construido sobre Amazon Alexa + Claude claude-opus-4-20250805. +Enquanto a Alexa tradicional executa comandos, a Auri conduz conversas reais e raciocina sobre contexto. + +--- + +## O Que E A Auri + +A Auri e uma Alexa Skill avancada que substitui o motor de respostas padrao pelo modelo +Claude claude-opus-4-20250805 da Anthropic. O resultado: um assistente de voz capaz de: + +- Conduzir conversas multi-turno com memoria contextual +- Raciocinar sobre problemas complexos em linguagem natural +- Adaptar tom e profundidade ao perfil do usuario +- Operar 100% em portugues brasileiro com nuances culturais +- Integrar com o ecossistema Amazon (calendario, compras, smart home, musica) + +## Proposta De Valor Unica + +ANTES: Alexa, qual a previsao do tempo? -> Amanha, 28 graus e nublado. + +DEPOIS: Auri, devo levar guarda-chuva amanha? + -> Amanha 70% de chuva a tarde mas a manha estara limpa. Reuniao as 14h? Leve guarda-chuva. + +## Diferencial Estrategico + +1. Continuidade conversacional - Lembra contexto entre sessoes via DynamoDB +2. Personalidade consistente - Voz Vitoria Neural + persona calibrada +3. Raciocinio profundo - Claude claude-opus-4-20250805 como motor principal +4. Ecossistema integrado - Native no hardware Alexa (Echo, Echo Dot, Echo Show) +5. Privacidade by design - Dados na AWS, sem compartilhamento com terceiros + +--- + +## Valores Da Marca + +- Clareza - Respostas objetivas, sem rodeios +- Empatia - Entende contexto emocional, adapta o tom +- Inteligencia - Nunca simula saber o que nao sabe +- Respeito - Mantem privacidade, nunca julga +- Continuidade - Lembra conversas, evolui com o usuario + +## Guia De Linguagem + +Fazer: +- Falar na primeira pessoa +- Confirmar entendimento antes de responder +- Reconhecer incerteza e oferecer alternativa + +Evitar: +- Respostas roboticas +- Formalidade excessiva +- Evasao sem alternativa + +## Exemplo De Interacao + +Usuario: Auri, me explica criptomoeda de um jeito simples. + +Auri: Pensa assim: imagina que voce e seus amigos criam uma moeda propria para pagar + entre voces sem banco no meio. Criptomoeda e exatamente isso, mas para milhoes + de pessoas. O Bitcoin foi o primeiro, criado em 2009. Quer entender melhor? + +## Ssml - Voz Otimizada + +Exemplo de marcacao SSML para Amazon Polly Vitoria Neural: + Ola! Eu sou a Auri. + Como posso te ajudar hoje? + +--- + +## Visao Geral Da Arquitetura + +Fluxo de dados: Echo -> ASK SDK (Python v2) -> Lambda Python 3.12 -> Claude claude-opus-4-20250805 +Componentes AWS: DynamoDB (memoria), Polly Vitoria Neural (voz), CloudWatch (logs), Secrets Manager (keys) + +## 3.1 Dependencias + +ask-sdk-core==1.19.0 | ask-sdk-model==1.85.0 | boto3==1.34.0 | anthropic==0.25.0 | python-dotenv==1.0.0 + +## 3.2 Lambda Handler Principal + +Codigo Python - lambda_function.py: + sb = CustomSkillBuilder() + sb.add_request_handler(ConversationIntentHandler()) + sb.add_global_request_interceptor(MemoryLoadInterceptor()) + sb.add_global_response_interceptor(MemorySaveInterceptor()) + lambda_handler = sb.lambda_handler() + +## 3.3 Handler De Conversa Com Claude + +Codigo Python - handlers/conversation.py: + class ConversationIntentHandler(AbstractRequestHandler): + Recebe user_speech via slot query + Carrega historico de conversas da sessao DynamoDB + Chama anthropic.Anthropic().messages.create( + model=claude-opus-4-20250805, max_tokens=300, + system=system_prompt, messages=history+[user_speech]) + Salva resposta no historico, retorna SSML com voz Vitoria + +## 3.4 Dynamodb Schema + +Tabela: auri-user-memory | PK: user_id | SK: session_date | TTL: 90 dias +Campos: profile (name, plan, preferences), long_term_memory[], usage_stats{} +BillingMode: PAY_PER_REQUEST | TimeToLive: habilitado (auto-expira) + +## 3.5 Interaction Model + +invocationName: auri +ConversationIntent: slot query (AMAZON.SearchQuery) +Samples: {query}, me fala sobre {query}, o que e {query}, explica {query} +StopIntent: tchau, ate mais, encerrar + +## 3.6 Configuracao Lambda + +FunctionName: auri-core-handler | Runtime: python3.12 | Timeout: 15s | Memory: 512MB +Env vars: ANTHROPIC_API_KEY_SECRET, DYNAMODB_TABLE=auri-user-memory, POLLY_VOICE=Vitoria + CLAUDE_MODEL=claude-opus-4-20250805, MAX_TOKENS_VOICE=300 + +--- + +## 3.7 Exemplos De Codigo Completos + +Handler de Conversa (handlers/conversation.py): + +DynamoDB Schema: + +--- + +## Planos E Precos + +| Plano | Preco | Limites | Target | +|-------|-------|---------|--------| +| Free | R$ 0 | 10 perguntas/dia | Experimentacao | +| Pro | R$ 29/mes | Ilimitado, memoria 90 dias | Usuario individual | +| Business | R$ 99/mes | Multi-usuario ate 5, 1 ano | Familia/PME | +| Enterprise | Sob consulta | Ilimitado, SLA | Corporativo | + +## Detalhamento + +Free: 10 perguntas/dia, sem memoria entre sessoes, voz Vitoria Neural. +Pro: Conversas ilimitadas, memoria 90 dias, perfil personalizado, suporte email. +Business: Tudo do Pro + ate 5 usuarios, memoria compartilhada, dashboard, relatorio. +Enterprise: Ilimitado, persona customizavel, integracao CRM/ERP, SLA 99.9%. + +## Projecao De Receita (Ano 1) + +Meta conservadora: Pro 250 x R\9 = R$ 7.250/mes | Business 25 x R\9 = R$ 2.475/mes +MRR Ano 1: R$ 9.725/mes (~R$ 117k ARR) + +Meta otimista: Pro 800 = R$ 23.200/mes | Business 80 = R$ 7.920/mes +MRR Ano 1: R$ 31.120/mes (~R$ 373k ARR) + +## Unit Economics + +| Metrica | Pro | Business | +|---------|-----|----------| +| CAC | R$ 45 | R$ 120 | +| LTV | R$ 522 (18m) | R$ 2.376 (24m) | +| LTV/CAC | 11.6x | 19.8x | +| Churn | 5%/mes | 3%/mes | +| Margem bruta | ~86% | ~90% | + +--- + +## Fase 1 - Lancamento Mvp (Meses 1-3) + +Objetivo: Validar product-market fit com early adopters brasileiros. + +| Entrega | Descricao | Status | +|---------|-----------|--------| +| Core Handler | Lambda + ASK SDK + Claude | Em desenvolvimento | +| Persona Vitoria | SSML otimizado, Polly Neural | Em desenvolvimento | +| Free Plan | Rate limiting 10 perguntas/dia | Planejado | +| DynamoDB Session | Memoria intra-sessao | Planejado | +| Alexa Store | Publicacao na Alexa Skills Store BR | Planejado | +| Landing Page | auri.com.br com CTA | Planejado | + +KPIs Fase 1: 500 habilitacoes, 40% retornam semana 2, NPS > 50, latencia < 2s. + +## Fase 2 - Personalizacao (Meses 4-6) + +| Entrega | Descricao | +|---------|-----------| +| Long-term Memory | DynamoDB persistente 90 dias (Pro) | +| User Profiling | Nome, preferencias, contexto | +| Pro Plan Launch | Via Amazon In-Skill Purchasing | +| Analytics Dashboard | Usuario Pro ve padroes de uso | + +KPIs Fase 2: 200 conversoes Free->Pro, WAC > 150, sessao > 4min, churn < 7%. + +## Fase 3 - Multi-Modal (Meses 7-12) + +| Entrega | Descricao | +|---------|-----------| +| Echo Show Support | Respostas visuais para displays | +| Calendar Integration | Agenda via voz | +| Auri Web App | Interface web para historico | +| Business Plan Launch | Multi-usuario, dashboard familiar | + +KPIs Fase 3: WAC > 1.000, MRR > R$ 15.000, Business: 50 clientes, rating > 4.5. + +## Fase 4 - Ecossistema (Ano 2+) + +| Entrega | Descricao | +|---------|-----------| +| Auri SDK | Developers constroem skills na Auri | +| WhatsApp Bridge | Persona Auri no WhatsApp | +| Mobile App | App iOS/Android com voz | +| Marketplace | Skills de terceiros | +| Enterprise Launch | SSO e compliance | +| B2B Skills | Auri Saude, Educacao, Financas | + +--- + +## Segmentos Alvo + +**Primario: Tech-savvy Brasileiros (25-45 anos)** +- Ja possuem Echo (~2M no Brasil), frustrados com Alexa padrao. +- Canais: Reddit, Twitter/X tech, YouTube tech BR. + +**Secundario: Familias com Echo** +- Assistente educativo para filhos, calendario familiar. +- Canais: Facebook Groups, Instagram parenting. + +**Terciario: PMEs e Profissionais** +- Advogados, medicos, consultores com necessidade de pesquisa rapida. +- Canais: LinkedIn, eventos de negocios. + +## Canais De Aquisicao + +| Canal | Custo | Potencial | Prazo | +|-------|-------|-----------|-------| +| Alexa Store organico | R$ 0 | Alto | Imediato | +| SEO + Blog | Baixo | Alto | 3-6 meses | +| YouTube demos | Medio | Alto | 1-3 meses | +| Influenciadores Tech BR | Medio | Alto | 1-2 meses | +| Paid Ads | Alto | Alto | Testavel | + +## Mensagem Central + +Tagline: A voz que pensa com voce. + +Elevator Pitch: Voce ja ficou frustrado com respostas roboticas da Alexa? +A Auri tem a inteligencia real por dentro. Ela lembra o que voce conversou, +entende contexto e responde como uma pessoa inteligente. Gratis para comecar. + +Value Props: +- Para o curioso: IA de voz que realmente entende portugues +- Para o produtivo: Assistente pessoal que evolui com voce +- Para a familia: Presenca inteligente em casa para todos +- Para o profissional: Pesquisa em segundos, sem tirar as maos do teclado + +## Calendario De Lancamento + +D-30: Lista de espera (auri.com.br) | D-15: Beta 50 usuarios | D-0: Alexa Store +D+14: Influenciadores | D+60: Pro launch | D+90: Avaliacao Phase 1 + +--- + +## Wac - Weekly Active Conversationalists + +**Definicao precisa:** +Numero de usuarios unicos com >= 3 sessoes de >= 2 minutos cada na ultima semana. +Periodo: segunda-domingo, 00:00-23:59 BRT. + +**Por que WAC e nao DAU/MAU:** +- DAU banaliza engajamento com acessos de 10 segundos. +- MAU e muito longa para feedback rapido de produto. +- WAC captura habito real: voltou 3x e ficou 2min = genuinamente engajado. +- Correlaciona com retencao 30 dias e conversao Free->Pro. + +## Hierarquia De Metricas + +NORTH STAR: WAC +| ++-- Aquisicao: Enablements, First Session Completion, Day-1 Retention ++-- Ativacao: Sessions/User/Week, Avg Duration, Questions/Session ++-- Retencao: Week-2, Month-1, Churn Rate Pro ++-- Receita: Conversion Rate, MRR, ARPU, LTV/CAC ++-- Recomendacao: NPS, Organic Share, App Store Rating + +## Metas Wac Por Fase + +| Fase | Mes | WAC Meta | WAC Stretch | +|------|-----|----------|-------------| +| Fase 1 | M3 | 150 | 300 | +| Fase 2 | M6 | 500 | 1.000 | +| Fase 3 | M12 | 2.000 | 5.000 | +| Fase 4 | M24 | 10.000 | 25.000 | + +## Como Calcular Wac + +1. Registrar session_start com user_id e timestamp no DynamoDB. +2. Ao encerrar sessao, registrar duracao em segundos. +3. Query semanal: users com session_count >= 3 AND avg_duration >= 120. +4. Publicar metrica no CloudWatch namespace Auri/ProductMetrics. +5. Alertar queda > 20% semana a semana. + +## Dashboard Cloudwatch (Exemplo De Estrutura) + +Metricas customizadas publicadas: +- SessionStart (Count por Plan: free/pro/business) +- SessionDuration (None - minutos) +- MessagesPerSession (Count) +- WAC semanal (Gauge) +- FreeToProConversions (Count) + +--- + +## Tabela Comparativa + +| Feature | Auri | Alexa Pura | Siri | Google Assistant | ChatGPT Voice | +|---------|------|------------|------|------------------|---------------| +| Idioma PT-BR nativo | Alta | Media | Media | Alta | Media | +| Raciocinio profundo | Alta | Baixa | Media | Media | Alta | +| Memoria multi-sessao | Alta | Baixa | Media | Media | Alta | +| Integracao smart home | Alta | Maxima | Media | Alta | Baixa | +| Personalidade consistente | Alta | Media | Media | Media | Alta | +| Hardware proprio | Usa Echo | Echo | HomePod | Nest | App only | +| Modelo base | Claude Opus 4 | Alexa LLM | Apple LLM | Gemini | GPT-4o | +| Privacidade | Alta | Media | Maxima | Baixa | Media | +| Preco | R\/usr/bin/bash-99/mes | Gratis | Gratis | Gratis | R/mes | +| Disponivel no Brasil | Sim | Sim | Sim | Sim | Sim | + +## Posicionamento No Mapa Competitivo + +Eixo X: Integracao com Hardware | Eixo Y: Profundidade de Inteligencia + +Quadrante UNICO da Auri: Alta Inteligencia + Alta Integracao Hardware. +Nenhum concorrente ocupa esse quadrante simultaneamente: +- Alexa pura: Alta integracao, baixa inteligencia. +- ChatGPT Voice: Alta inteligencia, sem hardware proprio. +- Google/Siri: Posicionamento intermediario em ambos os eixos. + +## Objecoes Frequentes E Respostas + +| Objecao | Resposta Auri | +|---------|---------------| +| Por que nao ChatGPT? | ChatGPT e app, sem voz-first. Auri e native no Echo. | +| Alexa ja resolve | Para comandos sim. Para conversas reais, nao. | +| R\9 e caro | Menos que 1 cafe/dia por assistente pessoal 24/7. | +| E a privacidade? | Dados na sua AWS, retencao configuravel, LGPD compliant. | +| Amazon vai copiar? | Amazon incentiva ecossistema de skills. Somos parceiros. | + +--- + +## Brand Identity + +- Nome: Auri +- Origem: Aura (presenca intangivel) + IA. Sugere presenca, sabedoria, leveza. +- Tagline: A voz que pensa com voce. + +## Taglines Alternativas + +- Alem dos comandos. Muito alem. +- A IA que mora no seu Echo. +- Conversas reais. Inteligencia real. +- Fala com quem realmente ouve. + +## Brand Values + +1. Inteligencia Autentica - Nunca simula. Quando nao sabe, diz honestamente. +2. Presenca Calorosa - Tecnologia avancada com calor humano. +3. Respeito pelo Tempo - Respostas diretas, sem rodeios. +4. Crescimento Continuo - Evolui com o usuario, aprende com interacoes. +5. Privacidade como Direito - Dados do usuario pertencem ao usuario. + +## Brand Voice Guidelines + +Tom: +- Caloroso mas nao piegas. +- Inteligente mas nao pedante. +- Direto mas nao grosseiro. +- Divertido mas nao futil. + +Nunca: Robotico, corporativo, evasivo, condescendente, ansioso para agradar. + +Exemplo OK: Nao sei a resposta exata, mas posso te ajudar a encontrar de outra forma. +Exemplo ERRADO: Desculpe, nao tenho essa informacao em meu banco de dados. + +## Aplicacoes Da Marca + +- App Icon: Forma de onda de voz estilizada em gradiente verde-azul. +- Paleta: Verde-teal principal, branco neutro, cinza escuro para texto. +- Tipografia: Sans-serif moderna (similar a produto Apple/Spotify). +- Motion: Animacao de ondas suaves ao falar (Echo Show). + +--- + +## 10. Comandos Do Skill + +Estes comandos ativam modos especificos quando mencionados no contexto de uso do skill. + +## /Auri-Status + +Exibe status atual: versao, WAC vs meta, MRR, proxima entrega, status componentes. + +Campos retornados: +- Versao atual do produto (ex: v1.0.0) +- WAC atual vs meta da fase atual +- MRR atual em R$ +- Proxima entrega do roadmap +- Status: Lambda (OK/Degraded), DynamoDB (OK), Claude API (OK) + +## /Auri-Roadmap [Fase] + +Exibe roadmap completo. Argumento opcional: 1, 2, 3 ou 4 para detalhar fase. +Output: Tabela de entregas com status, KPIs e datas estimadas. + +## /Auri-Metrics [Periodo] + +Dashboard de metricas. Argumento: semana | mes | trimestre. Default: semana. +Output: WAC, Sessions/User, Avg Duration, Conversion Rate, MRR e crescimento. + +## /Auri-Persona [Aspecto] + +Guidelines da persona. Argumento: voz | tom | linguagem | valores | exemplos. +Output: Guidelines detalhadas, exemplos de dialogo, templates SSML. + +## /Auri-Pricing [Plano] + +Planos e precos. Argumento: free | pro | business | enterprise. +Output: Tabela comparativa, projecoes de receita, unit economics. + +## /Auri-Gtm [Canal] + +Go-to-market strategy. Argumento: organico | pago | influenciadores | parcerias. +Output: Plano por canal, mensagens centrais, calendario de lancamento. + +## /Auri-Competitive [Competidor] + +Analise competitiva. Argumento: alexa | siri | google | chatgpt. +Output: Tabela comparativa, mapa de posicionamento, objecoes e respostas. + +--- + +## Deployment Via Aws Sam + +Comandos de deploy: + sam build --use-container + sam deploy --stack-name auri-core --region us-east-1 --capabilities CAPABILITY_IAM + +Verificar deployment: + aws lambda invoke --function-name auri-core-handler --payload file://test.json response.json + +## Monitoramento Cloudwatch Alarms + +| Alarme | Threshold | Acao | +|--------|-----------|------| +| high_latency | Duration > 6000ms | PagerDuty | +| error_rate | Errors > 5 em 5min | Slack #auri-alerts | +| claude_api_failures | AnthropicAPIErrors > 3 | Slack + fallback | +| wac_drop | WAC queda > 20% semana | Product team Slack | + +## Fallback Strategy (Claude Api Indisponivel) + +Se a API da Anthropic estiver indisponivel, o sistema retorna respostas pre-configuradas: +- api_down: Estou com instabilidade. Pode tentar em alguns minutinhos? +- timeout: Preciso de mais tempo nessa pergunta. Me faz de novo daqui a pouco? +- rate_limit: Muitas conversas simultaneas. Tente em alguns segundos! + +## Gestao De Custos + +| Componente | Custo Estimado (1000 usuarios Pro) | +|-----------|-----------------------------------| +| Claude API | R$ 4.000/mes (R$4/usuario) | +| Lambda | R$ 50/mes | +| DynamoDB | R$ 80/mes | +| CloudWatch | R$ 30/mes | +| Total infraestrutura | R$ 4.160/mes | +| Receita 1000 Pro | R$ 29.000/mes | +| Margem bruta | ~86% | + +--- + +## Lgpd (Lei 13.709/2018) + +- Base legal: Execucao de contrato (Art. 7, V) para usuarios Pro/Business. +- Consentimento: Coletado no onboarding da skill via voz + confirmacao. +- Dados coletados: Texto de conversas, preferencias, dados de uso anonimizados. +- Retencao: Free = 0 dias | Pro = 90 dias | Business = 365 dias. +- Direito de exclusao: Comando de voz Auri apaga meus dados -> DynamoDB delete. +- DPO: Designar antes do lancamento publico. + +## Alexa Skills Store - Politicas + +- Skill deve seguir Alexa Skills Kit Policies integralmente. +- Proibido coletar dados sensiveis (saude, financeiros, criancas < 13 anos). +- In-Skill Purchasing exige aprovacao previa da Amazon. +- Privacy Policy URL obrigatoria na submissao da skill. +- Monetizacao: Amazon retira 30% via In-Skill Purchasing. + +--- + +## 13. Glossario + +| Termo | Definicao | +|-------|-----------| +| WAC | Weekly Active Conversationalists - North Star Metric da Auri | +| ASK | Alexa Skills Kit - SDK oficial Amazon para Skills | +| SSML | Speech Synthesis Markup Language - markup para controle de voz | +| Intent | Acao que o usuario quer executar (ex: me explica X) | +| Slot | Variavel dentro de um intent (ex: query em me explica {query}) | +| Utterance | Frase de exemplo que aciona um intent | +| Session | Uma conversa continua com a Auri (inicio ate encerrar) | +| Long-term Memory | Dados persistidos no DynamoDB entre sessoes | +| In-Skill Purchasing | Sistema de cobranca nativo da Alexa Skills Store | +| Vitoria Neural | Voz Amazon Polly pt-BR de alta qualidade usada pela Auri | +| Claude claude-opus-4-20250805 | Modelo de linguagem Anthropic usado como motor da Auri | +| DynamoDB | Banco NoSQL AWS usado para memoria persistente dos usuarios | +| Lambda | Funcao AWS serverless que processa as requisicoes da Auri | +| Anthropic | Empresa criadora do Claude, fornecedora da API de IA | +| MRR | Monthly Recurring Revenue - Receita Mensal Recorrente | +| LTV | Lifetime Value - Valor do ciclo de vida do cliente | +| CAC | Customer Acquisition Cost - Custo de aquisicao de cliente | + +--- + +## 14. Links E Recursos + +| Recurso | URL / Localizacao | +|---------|-------------------| +| Alexa Skills Kit Docs | https://developer.amazon.com/en-US/alexa/alexa-skills-kit | +| ASK SDK Python | https://github.com/alexa/alexa-skills-kit-sdk-for-python | +| Amazon Polly Vitoria Neural | https://docs.aws.amazon.com/polly/latest/dg/voicelist.html | +| Anthropic Claude API | https://docs.anthropic.com/en/api/getting-started | +| Claude claude-opus-4-20250805 Docs | https://docs.anthropic.com/en/docs/models-overview | +| Alexa Skills Store Brasil | https://www.amazon.com.br/alexa-skills | +| DynamoDB Best Practices | https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/best-practices.html | +| In-Skill Purchasing | https://developer.amazon.com/en-US/docs/alexa/in-skill-purchase/isp-overview.html | +| Codigo-fonte Auri | C:/Users/renat/skills/auri-core/ | +| Amazon Alexa Skill (skill tecnica) | C:/Users/renat/skills/amazon-alexa/SKILL.md | + +--- + +*Auri Core Skill - v1.0.0 | Criado em 2026-03-03 | Skills Ecosystem* + +## Best Practices + +- Provide clear, specific context about your project and requirements +- Review all suggestions before applying them to production code +- Combine with other complementary skills for comprehensive analysis + +## Common Pitfalls + +- Using this skill for tasks outside its domain expertise +- Applying recommendations without understanding your specific context +- Not providing enough project context for accurate analysis diff --git a/skills/auth-implementation-patterns/SKILL.md b/skills/auth-implementation-patterns/SKILL.md index bba4d30b..a7fa96f5 100644 --- a/skills/auth-implementation-patterns/SKILL.md +++ b/skills/auth-implementation-patterns/SKILL.md @@ -1,6 +1,6 @@ --- name: auth-implementation-patterns -description: "Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A..." +description: "Build secure, scalable authentication and authorization systems using industry-standard patterns and modern best practices." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/autonomous-agent-patterns/SKILL.md b/skills/autonomous-agent-patterns/SKILL.md index 6e74fa12..d15a1853 100644 --- a/skills/autonomous-agent-patterns/SKILL.md +++ b/skills/autonomous-agent-patterns/SKILL.md @@ -1,6 +1,6 @@ --- name: autonomous-agent-patterns -description: "Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ..." +description: "Design patterns for building autonomous coding agents, inspired by [Cline](https://github.com/cline/cline) and [OpenAI Codex](https://github.com/openai/codex)." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/autonomous-agents/SKILL.md b/skills/autonomous-agents/SKILL.md index 2e646118..994e193b 100644 --- a/skills/autonomous-agents/SKILL.md +++ b/skills/autonomous-agents/SKILL.md @@ -1,6 +1,6 @@ --- name: autonomous-agents -description: "Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'..." +description: "You are an agent architect who has learned the hard lessons of autonomous AI. You've seen the gap between impressive demos and production disasters. You know that a 95% success rate per step means only 60% by step 10." risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/aws-penetration-testing/SKILL.md b/skills/aws-penetration-testing/SKILL.md index 8b3248a0..9150251e 100644 --- a/skills/aws-penetration-testing/SKILL.md +++ b/skills/aws-penetration-testing/SKILL.md @@ -1,6 +1,6 @@ --- name: aws-penetration-testing -description: "This skill should be used when the user asks to \"pentest AWS\", \"test AWS security\", \"enumerate IAM\", \"exploit cloud infrastructure\", \"AWS privilege escalation\", \"S3 bucket testing..." +description: "Provide comprehensive techniques for penetration testing AWS cloud environments. Covers IAM enumeration, privilege escalation, SSRF to metadata endpoint, S3 bucket exploitation, Lambda code extraction, and persistence techniques for red team operations." risk: unknown source: community author: zebbern diff --git a/skills/aws-serverless/SKILL.md b/skills/aws-serverless/SKILL.md index baf77f8b..e8077294 100644 --- a/skills/aws-serverless/SKILL.md +++ b/skills/aws-serverless/SKILL.md @@ -1,6 +1,6 @@ --- name: aws-serverless -description: "Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt..." +description: "Proper Lambda function structure with error handling" risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/azd-deployment/SKILL.md b/skills/azd-deployment/SKILL.md index a0c46862..b713f16b 100644 --- a/skills/azd-deployment/SKILL.md +++ b/skills/azd-deployment/SKILL.md @@ -1,6 +1,6 @@ --- name: azd-deployment -description: "Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont..." +description: "Deploy containerized frontend + backend applications to Azure Container Apps with remote builds, managed identity, and idempotent infrastructure." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-ai-contentsafety-java/SKILL.md b/skills/azure-ai-contentsafety-java/SKILL.md index a77a8d57..cc95b6aa 100644 --- a/skills/azure-ai-contentsafety-java/SKILL.md +++ b/skills/azure-ai-contentsafety-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-contentsafety-java -description: "Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten..." +description: "Build content moderation applications using the Azure AI Content Safety SDK for Java." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-ai-contentsafety-ts/SKILL.md b/skills/azure-ai-contentsafety-ts/SKILL.md index 96627287..6c993bc1 100644 --- a/skills/azure-ai-contentsafety-ts/SKILL.md +++ b/skills/azure-ai-contentsafety-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-contentsafety-ts -description: "Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten..." +description: "Analyze text and images for harmful content with customizable blocklists." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-ai-document-intelligence-ts/SKILL.md b/skills/azure-ai-document-intelligence-ts/SKILL.md index eb19ba19..eb652058 100644 --- a/skills/azure-ai-document-intelligence-ts/SKILL.md +++ b/skills/azure-ai-document-intelligence-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-document-intelligence-ts -description: "Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu..." +description: "Extract text, tables, and structured data from documents using prebuilt and custom models." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-ai-formrecognizer-java/SKILL.md b/skills/azure-ai-formrecognizer-java/SKILL.md index 05d1d3cc..db7606cf 100644 --- a/skills/azure-ai-formrecognizer-java/SKILL.md +++ b/skills/azure-ai-formrecognizer-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-formrecognizer-java -description: "Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi..." +description: "Build document analysis applications using the Azure AI Document Intelligence SDK for Java." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-ai-projects-py/SKILL.md b/skills/azure-ai-projects-py/SKILL.md index 79e231a6..2fba7566 100644 --- a/skills/azure-ai-projects-py/SKILL.md +++ b/skills/azure-ai-projects-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-projects-py -description: "Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua..." +description: "Build AI applications on Microsoft Foundry using the azure-ai-projects SDK." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-ai-projects-ts/SKILL.md b/skills/azure-ai-projects-ts/SKILL.md index 9b964e1e..fcce8b85 100644 --- a/skills/azure-ai-projects-ts/SKILL.md +++ b/skills/azure-ai-projects-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-projects-ts -description: "Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation..." +description: "High-level SDK for Azure AI Foundry projects with agents, connections, deployments, and evaluations." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-ai-translation-ts/SKILL.md b/skills/azure-ai-translation-ts/SKILL.md index 3dfdb883..51e08b8a 100644 --- a/skills/azure-ai-translation-ts/SKILL.md +++ b/skills/azure-ai-translation-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-translation-ts -description: "Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter..." +description: "Text and document translation with REST-style clients." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-ai-voicelive-py/SKILL.md b/skills/azure-ai-voicelive-py/SKILL.md index fdd5f99c..7248ce15 100644 --- a/skills/azure-ai-voicelive-py/SKILL.md +++ b/skills/azure-ai-voicelive-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-ai-voicelive-py -description: "Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with..." +description: "Build real-time voice AI applications with bidirectional WebSocket communication." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-appconfiguration-ts/SKILL.md b/skills/azure-appconfiguration-ts/SKILL.md index 193956ff..e177d4d5 100644 --- a/skills/azure-appconfiguration-ts/SKILL.md +++ b/skills/azure-appconfiguration-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-appconfiguration-ts -description: "Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o..." +description: "Centralized configuration management with feature flags and dynamic refresh." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-communication-callautomation-java/SKILL.md b/skills/azure-communication-callautomation-java/SKILL.md index a115bc5b..e0502b1e 100644 --- a/skills/azure-communication-callautomation-java/SKILL.md +++ b/skills/azure-communication-callautomation-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-communication-callautomation-java -description: "Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-..." +description: "Build server-side call automation workflows including IVR systems, call routing, recording, and AI-powered interactions." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-communication-callingserver-java/SKILL.md b/skills/azure-communication-callingserver-java/SKILL.md index 503e7934..5803ad1f 100644 --- a/skills/azure-communication-callingserver-java/SKILL.md +++ b/skills/azure-communication-callingserver-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-communication-callingserver-java -description: "Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le..." +description: "⚠️ DEPRECATED: This SDK has been renamed to Call Automation. For new projects, use azure-communication-callautomation instead. This skill is for maintaining legacy code only." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-communication-chat-java/SKILL.md b/skills/azure-communication-chat-java/SKILL.md index 8dafce5c..60824377 100644 --- a/skills/azure-communication-chat-java/SKILL.md +++ b/skills/azure-communication-chat-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-communication-chat-java -description: "Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha..." +description: "Build real-time chat applications with thread management, messaging, participants, and read receipts." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-cosmos-db-py/SKILL.md b/skills/azure-cosmos-db-py/SKILL.md index d06846da..282d5420 100644 --- a/skills/azure-cosmos-db-py/SKILL.md +++ b/skills/azure-cosmos-db-py/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-cosmos-db-py -description: "Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service..." +description: "Build production-grade Azure Cosmos DB NoSQL services following clean code, security best practices, and TDD principles." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-data-tables-java/SKILL.md b/skills/azure-data-tables-java/SKILL.md index 5719f071..7fddf265 100644 --- a/skills/azure-data-tables-java/SKILL.md +++ b/skills/azure-data-tables-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-data-tables-java -description: "Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at..." +description: "Build table storage applications using the Azure Tables SDK for Java. Works with both Azure Table Storage and Cosmos DB Table API." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-eventhub-ts/SKILL.md b/skills/azure-eventhub-ts/SKILL.md index 72c3ae94..168f57d1 100644 --- a/skills/azure-eventhub-ts/SKILL.md +++ b/skills/azure-eventhub-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-eventhub-ts -description: "Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event..." +description: "High-throughput event streaming and real-time data ingestion." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-functions/SKILL.md b/skills/azure-functions/SKILL.md index 088bf8ee..faafec6e 100644 --- a/skills/azure-functions/SKILL.md +++ b/skills/azure-functions/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-functions -description: "Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ..." +description: "Modern .NET execution model with process isolation" risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/azure-identity-java/SKILL.md b/skills/azure-identity-java/SKILL.md index 674e369c..30382c9c 100644 --- a/skills/azure-identity-java/SKILL.md +++ b/skills/azure-identity-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-identity-java -description: "Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic..." +description: "Authenticate Java applications with Azure services using Microsoft Entra ID (Azure AD)." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-identity-ts/SKILL.md b/skills/azure-identity-ts/SKILL.md index 05f7bdad..b3922ed8 100644 --- a/skills/azure-identity-ts/SKILL.md +++ b/skills/azure-identity-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-identity-ts -description: "Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i..." +description: "Authenticate to Azure services with various credential types." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md b/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md index b71f2a2d..3ab54840 100644 --- a/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md +++ b/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-mgmt-mongodbatlas-dotnet -description: "Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M..." +description: "Manage MongoDB Atlas Organizations as Azure ARM resources with unified billing through Azure Marketplace." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-microsoft-playwright-testing-ts/SKILL.md b/skills/azure-microsoft-playwright-testing-ts/SKILL.md index 1c3b084e..aca5e108 100644 --- a/skills/azure-microsoft-playwright-testing-ts/SKILL.md +++ b/skills/azure-microsoft-playwright-testing-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-microsoft-playwright-testing-ts -description: "Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline..." +description: "Run Playwright tests at scale with cloud-hosted browsers and integrated Azure portal reporting." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md b/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md index 7a564a69..001dd775 100644 --- a/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md +++ b/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md @@ -23,7 +23,6 @@ APPLICATIONINSIGHTS_CONNECTION_STRING=InstrumentationKey=xxx;IngestionEndpoint=h ``` ## When to Use - | Scenario | Use | |----------|-----| | Quick setup, auto-instrumentation | `azure-monitor-opentelemetry` (distro) | diff --git a/skills/azure-monitor-opentelemetry-ts/SKILL.md b/skills/azure-monitor-opentelemetry-ts/SKILL.md index 349d536a..2d31ec53 100644 --- a/skills/azure-monitor-opentelemetry-ts/SKILL.md +++ b/skills/azure-monitor-opentelemetry-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-monitor-opentelemetry-ts -description: "Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli..." +description: "Auto-instrument Node.js applications with distributed tracing, metrics, and logs." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-search-documents-ts/SKILL.md b/skills/azure-search-documents-ts/SKILL.md index 2806eeb3..114ab177 100644 --- a/skills/azure-search-documents-ts/SKILL.md +++ b/skills/azure-search-documents-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-search-documents-ts -description: "Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag..." +description: "Build search applications with vector, hybrid, and semantic search capabilities." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-servicebus-ts/SKILL.md b/skills/azure-servicebus-ts/SKILL.md index 4146a4c0..e81f41ac 100644 --- a/skills/azure-servicebus-ts/SKILL.md +++ b/skills/azure-servicebus-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-servicebus-ts -description: "Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri..." +description: "Enterprise messaging with queues, topics, and subscriptions." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-storage-blob-java/SKILL.md b/skills/azure-storage-blob-java/SKILL.md index f92f7a08..e9f772ac 100644 --- a/skills/azure-storage-blob-java/SKILL.md +++ b/skills/azure-storage-blob-java/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-storage-blob-java -description: "Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da..." +description: "Build blob storage applications using the Azure Storage Blob SDK for Java." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/azure-web-pubsub-ts/SKILL.md b/skills/azure-web-pubsub-ts/SKILL.md index 838087b7..f2040b7f 100644 --- a/skills/azure-web-pubsub-ts/SKILL.md +++ b/skills/azure-web-pubsub-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: azure-web-pubsub-ts -description: "Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me..." +description: "Real-time messaging with WebSocket connections and pub/sub patterns." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/backend-dev-guidelines/SKILL.md b/skills/backend-dev-guidelines/SKILL.md index 65d64557..712e833b 100644 --- a/skills/backend-dev-guidelines/SKILL.md +++ b/skills/backend-dev-guidelines/SKILL.md @@ -1,6 +1,6 @@ --- name: backend-dev-guidelines -description: "Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid..." +description: "(Node.js · Express · TypeScript · Microservices)" risk: unknown source: community date_added: "2026-02-27" @@ -57,8 +57,7 @@ BFRI = (Architectural Fit + Testability) − (Complexity + Data Risk + Operation --- -## 2. When to Use This Skill - +## When to Use Automatically applies when working on: * Routes, controllers, services, repositories diff --git a/skills/backtesting-frameworks/SKILL.md b/skills/backtesting-frameworks/SKILL.md index ede9d8c8..eb4b30d8 100644 --- a/skills/backtesting-frameworks/SKILL.md +++ b/skills/backtesting-frameworks/SKILL.md @@ -1,6 +1,6 @@ --- name: backtesting-frameworks -description: "Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg..." +description: "Build robust, production-grade backtesting systems that avoid common pitfalls and produce reliable strategy performance estimates." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/basecamp-automation/SKILL.md b/skills/basecamp-automation/SKILL.md index 85779fb3..fcab59a2 100644 --- a/skills/basecamp-automation/SKILL.md +++ b/skills/basecamp-automation/SKILL.md @@ -20,7 +20,6 @@ Automate Basecamp operations including project management, to-do list creation, **Get Rube MCP**: Add `https://rube.app/mcp` as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works. - 1. Verify Rube MCP is available by confirming `RUBE_SEARCH_TOOLS` responds 2. Call `RUBE_MANAGE_CONNECTIONS` with toolkit `basecamp` 3. If connection is not ACTIVE, follow the returned auth link to complete Basecamp OAuth diff --git a/skills/bdi-mental-states/SKILL.md b/skills/bdi-mental-states/SKILL.md index f977242d..82e819e7 100644 --- a/skills/bdi-mental-states/SKILL.md +++ b/skills/bdi-mental-states/SKILL.md @@ -7,8 +7,7 @@ description: This skill should be used when the user asks to "model agent mental Transform external RDF context into agent mental states (beliefs, desires, intentions) using formal BDI ontology patterns. This skill enables agents to reason about context through cognitive architecture, supporting deliberative reasoning, explainability, and semantic interoperability within multi-agent systems. -## When to Activate - +## When to Use Activate this skill when: - Processing external RDF context into agent beliefs about world states - Modeling rational agency with perception, deliberation, and action cycles diff --git a/skills/bill-gates/SKILL.md b/skills/bill-gates/SKILL.md index d3298c6e..c19499dd 100644 --- a/skills/bill-gates/SKILL.md +++ b/skills/bill-gates/SKILL.md @@ -1,6 +1,6 @@ --- name: bill-gates -description: Agente que simula Bill Gates — cofundador da Microsoft, arquiteto da industria de software comercial, estrategista tecnologico global, investidor sistemico e filantropo baseado em dados. Use... +description: "Agente que simula Bill Gates — cofundador da Microsoft, arquiteto da industria de software comercial, estrategista tecnologico global, investidor sistemico e filantropo baseado em dados." risk: safe source: community date_added: '2026-03-06' diff --git a/skills/billing-automation/SKILL.md b/skills/billing-automation/SKILL.md index 55f18225..25a1809e 100644 --- a/skills/billing-automation/SKILL.md +++ b/skills/billing-automation/SKILL.md @@ -1,6 +1,6 @@ --- name: billing-automation -description: "Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu..." +description: "Master automated billing systems including recurring billing, invoice generation, dunning management, proration, and tax calculation." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/binary-analysis-patterns/SKILL.md b/skills/binary-analysis-patterns/SKILL.md index 59442cfe..9b833c35 100644 --- a/skills/binary-analysis-patterns/SKILL.md +++ b/skills/binary-analysis-patterns/SKILL.md @@ -1,6 +1,6 @@ --- name: binary-analysis-patterns -description: "Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing..." +description: "Comprehensive patterns and techniques for analyzing compiled binaries, understanding assembly code, and reconstructing program logic." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/biopython/SKILL.md b/skills/biopython/SKILL.md index 341db261..75b9a158 100644 --- a/skills/biopython/SKILL.md +++ b/skills/biopython/SKILL.md @@ -1,6 +1,6 @@ --- name: biopython -description: Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget;... +description: "Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, structural bioinformatics, phylogenetics, and many other bioinformatics tasks." license: Unknown metadata: skill-author: K-Dense Inc. diff --git a/skills/bitbucket-automation/SKILL.md b/skills/bitbucket-automation/SKILL.md index c12d12ce..766ff30c 100644 --- a/skills/bitbucket-automation/SKILL.md +++ b/skills/bitbucket-automation/SKILL.md @@ -20,7 +20,6 @@ Automate Bitbucket operations including repository management, pull request work **Get Rube MCP**: Add `https://rube.app/mcp` as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works. - 1. Verify Rube MCP is available by confirming `RUBE_SEARCH_TOOLS` responds 2. Call `RUBE_MANAGE_CONNECTIONS` with toolkit `bitbucket` 3. If connection is not ACTIVE, follow the returned auth link to complete Bitbucket OAuth diff --git a/skills/blockrun/SKILL.md b/skills/blockrun/SKILL.md index c551dc2d..3019c9e1 100644 --- a/skills/blockrun/SKILL.md +++ b/skills/blockrun/SKILL.md @@ -1,6 +1,6 @@ --- name: blockrun -description: "Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\\\"blockrun\\\", \\\"use grok\\\", \\\"use gpt\\\", \\\"da..." +description: "BlockRun works with Claude Code and Google Antigravity." risk: unknown source: community date_added: "2026-02-27" @@ -49,7 +49,6 @@ print(f"💰 Total spent: ${spending['total_usd']:.4f} across {spending['calls'] ``` ## When to Use - | Trigger | Your Action | |---------|-------------| | User explicitly requests ("blockrun second opinion with GPT on...", "use grok to check...", "generate image with dall-e") | Execute via BlockRun | diff --git a/skills/blog-writing-guide/SKILL.md b/skills/blog-writing-guide/SKILL.md index bd74408c..8a3d3b18 100644 --- a/skills/blog-writing-guide/SKILL.md +++ b/skills/blog-writing-guide/SKILL.md @@ -1,6 +1,6 @@ --- name: blog-writing-guide -description: Write, review, and improve blog posts for the Sentry engineering blog following Sentry's specific writing standards, voice, and quality bar. Use this skill whenever someone asks to write a blog post, draft a technical article, review blog content, improve a draft, write a... +description: "This skill enforces Sentry's blog writing standards across every post — whether you're helping an engineer write their first blog post or a marketer draft a product announcement." --- # Sentry Blog Writing Skill diff --git a/skills/box-automation/SKILL.md b/skills/box-automation/SKILL.md index d2c2e9e4..4cd40f9a 100644 --- a/skills/box-automation/SKILL.md +++ b/skills/box-automation/SKILL.md @@ -1,6 +1,6 @@ --- name: box-automation -description: "Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for..." +description: "Automate Box operations including file upload/download, content search, folder management, collaboration, metadata queries, and sign requests through Composio's Box toolkit." risk: unknown source: community date_added: "2026-02-27" @@ -20,7 +20,6 @@ Automate Box operations including file upload/download, content search, folder m **Get Rube MCP**: Add `https://rube.app/mcp` as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works. - 1. Verify Rube MCP is available by confirming `RUBE_SEARCH_TOOLS` responds 2. Call `RUBE_MANAGE_CONNECTIONS` with toolkit `box` 3. If connection is not ACTIVE, follow the returned auth link to complete Box OAuth diff --git a/skills/brand-guidelines-anthropic/SKILL.md b/skills/brand-guidelines-anthropic/SKILL.md index 9a166ffa..4274c20d 100644 --- a/skills/brand-guidelines-anthropic/SKILL.md +++ b/skills/brand-guidelines-anthropic/SKILL.md @@ -1,6 +1,6 @@ --- name: brand-guidelines-anthropic -description: "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt..." +description: "To access Anthropic's official brand identity and style resources, use this skill." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/brand-guidelines-community/SKILL.md b/skills/brand-guidelines-community/SKILL.md index dfea6bf4..839cc4a7 100644 --- a/skills/brand-guidelines-community/SKILL.md +++ b/skills/brand-guidelines-community/SKILL.md @@ -1,6 +1,6 @@ --- name: brand-guidelines-community -description: "Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt..." +description: "To access Anthropic's official brand identity and style resources, use this skill." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/brevo-automation/SKILL.md b/skills/brevo-automation/SKILL.md index bf3b8a5c..ee326d3d 100644 --- a/skills/brevo-automation/SKILL.md +++ b/skills/brevo-automation/SKILL.md @@ -1,6 +1,6 @@ --- name: brevo-automation -description: "Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche..." +description: "Automate Brevo (formerly Sendinblue) email marketing operations through Composio's Brevo toolkit via Rube MCP." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/broken-authentication/SKILL.md b/skills/broken-authentication/SKILL.md index 1817be6d..db8b8d39 100644 --- a/skills/broken-authentication/SKILL.md +++ b/skills/broken-authentication/SKILL.md @@ -1,6 +1,6 @@ --- name: broken-authentication -description: "This skill should be used when the user asks to \"test for broken authentication vulnerabilities\", \"assess session management security\", \"perform credential stuffing tests\", \"evaluate ..." +description: "Identify and exploit authentication and session management vulnerabilities in web applications. Broken authentication consistently ranks in the OWASP Top 10 and can lead to account takeover, identity theft, and unauthorized access to sensitive systems." risk: unknown source: community author: zebbern diff --git a/skills/browser-automation/SKILL.md b/skills/browser-automation/SKILL.md index 9ff1072f..c0cb4453 100644 --- a/skills/browser-automation/SKILL.md +++ b/skills/browser-automation/SKILL.md @@ -1,6 +1,6 @@ --- name: browser-automation -description: "Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an..." +description: "You are a browser automation expert who has debugged thousands of flaky tests and built scrapers that run for years without breaking. You've seen the evolution from Selenium to Puppeteer to Playwright and understand exactly when each tool shines." risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/browser-extension-builder/SKILL.md b/skills/browser-extension-builder/SKILL.md index 3713ea94..4c061bc8 100644 --- a/skills/browser-extension-builder/SKILL.md +++ b/skills/browser-extension-builder/SKILL.md @@ -1,6 +1,6 @@ --- name: browser-extension-builder -description: "Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ..." +description: "You extend the browser to give users superpowers. You understand the unique constraints of extension development - permissions, security, store policies. You build extensions that people install and actually use daily. You know the difference between a toy and a tool." risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/bun-development/SKILL.md b/skills/bun-development/SKILL.md index 8753cea8..907728ea 100644 --- a/skills/bun-development/SKILL.md +++ b/skills/bun-development/SKILL.md @@ -1,6 +1,6 @@ --- name: bun-development -description: "Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o..." +description: "Fast, modern JavaScript/TypeScript development with the Bun runtime, inspired by [oven-sh/bun](https://github.com/oven-sh/bun)." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/burp-suite-testing/SKILL.md b/skills/burp-suite-testing/SKILL.md index 3dbd01e3..6d051723 100644 --- a/skills/burp-suite-testing/SKILL.md +++ b/skills/burp-suite-testing/SKILL.md @@ -1,6 +1,6 @@ --- name: burp-suite-testing -description: "This skill should be used when the user asks to \"intercept HTTP traffic\", \"modify web requests\", \"use Burp Suite for testing\", \"perform web vulnerability scanning\", \"test with Burp ..." +description: "Execute comprehensive web application security testing using Burp Suite's integrated toolset, including HTTP traffic interception and modification, request analysis and replay, automated vulnerability scanning, and manual testing workflows." risk: unknown source: community author: zebbern diff --git a/skills/burpsuite-project-parser/SKILL.md b/skills/burpsuite-project-parser/SKILL.md index c29f8192..706e5f21 100644 --- a/skills/burpsuite-project-parser/SKILL.md +++ b/skills/burpsuite-project-parser/SKILL.md @@ -13,7 +13,6 @@ source: community Search and extract data from Burp Suite project files using the burpsuite-project-file-parser extension. ## When to Use - - Searching response headers or bodies with regex patterns - Extracting security audit findings from Burp projects - Dumping proxy history or site map data diff --git a/skills/calendly-automation/SKILL.md b/skills/calendly-automation/SKILL.md index eb788f08..2aa8cab9 100644 --- a/skills/calendly-automation/SKILL.md +++ b/skills/calendly-automation/SKILL.md @@ -21,7 +21,6 @@ Automate Calendly operations including event listing, invitee management, schedu **Get Rube MCP**: Add `https://rube.app/mcp` as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works. - 1. Verify Rube MCP is available by confirming `RUBE_SEARCH_TOOLS` responds 2. Call `RUBE_MANAGE_CONNECTIONS` with toolkit `calendly` 3. If connection is not ACTIVE, follow the returned auth link to complete Calendly OAuth diff --git a/skills/canvas-design/SKILL.md b/skills/canvas-design/SKILL.md index 0cd897dd..43c6f431 100644 --- a/skills/canvas-design/SKILL.md +++ b/skills/canvas-design/SKILL.md @@ -1,6 +1,6 @@ --- name: canvas-design -description: "Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ..." +description: "These are instructions for creating design philosophies - aesthetic movements that are then EXPRESSED VISUALLY. Output only .md files, .pdf files, and .png files." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/carrier-relationship-management/SKILL.md b/skills/carrier-relationship-management/SKILL.md index 37baed65..acf54963 100644 --- a/skills/carrier-relationship-management/SKILL.md +++ b/skills/carrier-relationship-management/SKILL.md @@ -7,7 +7,6 @@ date_added: '2026-02-27' --- ## When to Use - Use this skill when building and managing a carrier network, conducting freight RFPs, negotiating linehaul and accessorial rates, tracking carrier KPIs via scorecards, or ensuring regulatory compliance of transportation partners. # Carrier Relationship Management @@ -183,7 +182,6 @@ Track weekly, review monthly with carrier management team, share quarterly with - For complete communication templates with variables and tone guidance, see [communication-templates.md](references/communication-templates.md) ## When to Use - Use this skill when you are **designing or tuning your carrier portfolio, routing guides, and freight procurement strategy**: - Running freight RFPs, renegotiating contract and fuel tables, or balancing spot vs. contract exposure. diff --git a/skills/cc-skill-project-guidelines-example/SKILL.md b/skills/cc-skill-project-guidelines-example/SKILL.md index ac5652c9..8c8dc041 100644 --- a/skills/cc-skill-project-guidelines-example/SKILL.md +++ b/skills/cc-skill-project-guidelines-example/SKILL.md @@ -15,7 +15,6 @@ Based on a real production application: [Zenith](https://zenith.chat) - AI-power --- ## When to Use - Reference this skill when working on the specific project it's designed for. Project skills contain: - Architecture overview - File structure diff --git a/skills/cc-skill-security-review/SKILL.md b/skills/cc-skill-security-review/SKILL.md index e006d044..0a391749 100644 --- a/skills/cc-skill-security-review/SKILL.md +++ b/skills/cc-skill-security-review/SKILL.md @@ -1,6 +1,6 @@ --- name: cc-skill-security-review -description: "Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a..." +description: "This skill ensures all code follows security best practices and identifies potential vulnerabilities." risk: unknown source: community date_added: "2026-02-27" @@ -10,8 +10,7 @@ date_added: "2026-02-27" This skill ensures all code follows security best practices and identifies potential vulnerabilities. -## When to Activate - +## When to Use - Implementing authentication or authorization - Handling user input or file uploads - Creating new API endpoints diff --git a/skills/cicd-automation-workflow-automate/SKILL.md b/skills/cicd-automation-workflow-automate/SKILL.md index b8d36f3c..c499fb4f 100644 --- a/skills/cicd-automation-workflow-automate/SKILL.md +++ b/skills/cicd-automation-workflow-automate/SKILL.md @@ -1,6 +1,6 @@ --- name: cicd-automation-workflow-automate -description: "You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i..." +description: "You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design and implement automation that reduces manual work, improves consistency, and accelerates delivery while maintaining quality and security." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/cirq/SKILL.md b/skills/cirq/SKILL.md index 416b254c..4628b004 100644 --- a/skills/cirq/SKILL.md +++ b/skills/cirq/SKILL.md @@ -1,6 +1,6 @@ --- name: cirq -description: Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For IBM hardware use qiskit; for quantum... +description: "Cirq is Google Quantum AI's open-source framework for designing, simulating, and running quantum circuits on quantum computers and simulators." license: Apache-2.0 license metadata: skill-author: K-Dense Inc. diff --git a/skills/citation-management/SKILL.md b/skills/citation-management/SKILL.md index 54f63ad1..859bff87 100644 --- a/skills/citation-management/SKILL.md +++ b/skills/citation-management/SKILL.md @@ -1,6 +1,6 @@ --- name: citation-management -description: Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation... +description: "Manage citations systematically throughout the research and writing process." license: MIT License metadata: skill-author: K-Dense Inc. diff --git a/skills/claimable-postgres/SKILL.md b/skills/claimable-postgres/SKILL.md index 42fa82d2..0001d5da 100644 --- a/skills/claimable-postgres/SKILL.md +++ b/skills/claimable-postgres/SKILL.md @@ -219,5 +219,4 @@ If the agent needs a database to fulfill a task (e.g. "build me a todo app with ## When to Use - Use this skill when tackling tasks related to its primary domain or functionality as described above. diff --git a/skills/clarity-gate/SKILL.md b/skills/clarity-gate/SKILL.md index e1a169ef..fd1f0a75 100644 --- a/skills/clarity-gate/SKILL.md +++ b/skills/clarity-gate/SKILL.md @@ -187,7 +187,6 @@ Clarity Gate **enforces** their presence where epistemically required ("Should u --- ## When to Use - - Before ingesting documents into RAG systems - Before sharing documents with other AI systems - After writing specifications, state docs, or methodology descriptions diff --git a/skills/claude-code-expert/SKILL.md b/skills/claude-code-expert/SKILL.md index 79fca373..85680bbb 100644 --- a/skills/claude-code-expert/SKILL.md +++ b/skills/claude-code-expert/SKILL.md @@ -1,6 +1,6 @@ --- name: claude-code-expert -description: Especialista profundo em Claude Code - CLI da Anthropic. Maximiza produtividade com atalhos, hooks, MCPs, configuracoes avancadas, workflows, CLAUDE.md, memoria, sub-agentes, permissoes e... +description: "Especialista profundo em Claude Code - CLI da Anthropic. Maximiza produtividade com atalhos, hooks, MCPs, configuracoes avancadas, workflows, CLAUDE.md, memoria, sub-agentes, permissoes e integracao com ecossistemas." risk: none source: community date_added: '2026-03-06' diff --git a/skills/claude-code-guide/SKILL.md b/skills/claude-code-guide/SKILL.md index a83703df..42a88890 100644 --- a/skills/claude-code-guide/SKILL.md +++ b/skills/claude-code-guide/SKILL.md @@ -1,6 +1,6 @@ --- name: claude-code-guide -description: "Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies \\\"Thinking\\\" keywords, debugging techniques, and best practices for interacting wit..." +description: "To provide a comprehensive reference for configuring and using Claude Code (the agentic coding tool) to its full potential. This skill synthesizes best practices, configuration templates, and advanced usage patterns." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/claude-d3js-skill/SKILL.md b/skills/claude-d3js-skill/SKILL.md index 592a2662..171631f9 100644 --- a/skills/claude-d3js-skill/SKILL.md +++ b/skills/claude-d3js-skill/SKILL.md @@ -1,6 +1,6 @@ --- name: claude-d3js-skill -description: "Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua..." +description: "This skill provides guidance for creating sophisticated, interactive data visualisations using d3.js." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/claude-in-chrome-troubleshooting/SKILL.md b/skills/claude-in-chrome-troubleshooting/SKILL.md index 6544b362..f936f03e 100644 --- a/skills/claude-in-chrome-troubleshooting/SKILL.md +++ b/skills/claude-in-chrome-troubleshooting/SKILL.md @@ -8,7 +8,6 @@ description: Diagnose and fix Claude in Chrome MCP extension connectivity issues Use this skill when Claude in Chrome MCP tools fail to connect or work unreliably. ## When to Use - - `mcp__claude-in-chrome__*` tools fail with "Browser extension is not connected" - Browser automation works erratically or times out - After updating Claude Code or Claude.app diff --git a/skills/clean-code/SKILL.md b/skills/clean-code/SKILL.md index 76328acd..b26bb5f0 100644 --- a/skills/clean-code/SKILL.md +++ b/skills/clean-code/SKILL.md @@ -1,6 +1,6 @@ --- name: clean-code -description: "Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio..." +description: "This skill embodies the principles of \"Clean Code\" by Robert C. Martin (Uncle Bob). Use it to transform \"code that works\" into \"code that is clean.\"" risk: safe source: "ClawForge (https://github.com/jackjin1997/ClawForge)" date_added: "2026-02-27" diff --git a/skills/clerk-auth/SKILL.md b/skills/clerk-auth/SKILL.md index d3a8f84f..58b71965 100644 --- a/skills/clerk-auth/SKILL.md +++ b/skills/clerk-auth/SKILL.md @@ -22,7 +22,6 @@ Key components: - , : Pre-built auth forms - : User menu with session management - ### Middleware Route Protection Protect routes using clerkMiddleware and createRouteMatcher. @@ -33,7 +32,6 @@ Best practices: - auth.protect() for explicit protection - Centralize all auth logic in middleware - ### Server Component Authentication Access auth state in Server Components using auth() and currentUser(). @@ -43,7 +41,6 @@ Key functions: - currentUser(): Returns full User object - Both require clerkMiddleware to be configured - ## ⚠️ Sharp Edges | Issue | Severity | Solution | diff --git a/skills/clickup-automation/SKILL.md b/skills/clickup-automation/SKILL.md index e5ea0fca..23fa422c 100644 --- a/skills/clickup-automation/SKILL.md +++ b/skills/clickup-automation/SKILL.md @@ -20,7 +20,6 @@ Automate ClickUp project management workflows including task creation and update **Get Rube MCP**: Add `https://rube.app/mcp` as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works. - 1. Verify Rube MCP is available by confirming `RUBE_SEARCH_TOOLS` responds 2. Call `RUBE_MANAGE_CONNECTIONS` with toolkit `clickup` 3. If connection is not ACTIVE, follow the returned auth link to complete ClickUp OAuth diff --git a/skills/closed-loop-delivery/SKILL.md b/skills/closed-loop-delivery/SKILL.md index 298ceced..7847e9c8 100644 --- a/skills/closed-loop-delivery/SKILL.md +++ b/skills/closed-loop-delivery/SKILL.md @@ -15,7 +15,6 @@ Treat each task as incomplete until acceptance criteria are verified in evidence Core rule: **deliver against DoD (Definition of Done), not against code diff size.** ## When to Use - Use this skill when: - user gives a coding/fix task and expects end-to-end completion - task spans code + tests + PR comments + dev deploy + runtime checks diff --git a/skills/cloud-penetration-testing/SKILL.md b/skills/cloud-penetration-testing/SKILL.md index adad3bca..af0c08e6 100644 --- a/skills/cloud-penetration-testing/SKILL.md +++ b/skills/cloud-penetration-testing/SKILL.md @@ -1,6 +1,6 @@ --- name: cloud-penetration-testing -description: "This skill should be used when the user asks to \"perform cloud penetration testing\", \"assess Azure or AWS or GCP security\", \"enumerate cloud resources\", \"exploit cloud misconfiguratio..." +description: "Conduct comprehensive security assessments of cloud infrastructure across Microsoft Azure, Amazon Web Services (AWS), and Google Cloud Platform (GCP)." risk: unknown source: community author: zebbern diff --git a/skills/code-documentation-code-explain/SKILL.md b/skills/code-documentation-code-explain/SKILL.md index c29afa94..9116967c 100644 --- a/skills/code-documentation-code-explain/SKILL.md +++ b/skills/code-documentation-code-explain/SKILL.md @@ -1,6 +1,6 @@ --- name: code-documentation-code-explain -description: "You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl..." +description: "You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable explanations for developers at all levels." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/code-documentation-doc-generate/SKILL.md b/skills/code-documentation-doc-generate/SKILL.md index ca5c4915..e3a76bae 100644 --- a/skills/code-documentation-doc-generate/SKILL.md +++ b/skills/code-documentation-doc-generate/SKILL.md @@ -1,6 +1,6 @@ --- name: code-documentation-doc-generate -description: "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI..." +description: "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI-powered analysis and industry best practices." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/code-refactoring-refactor-clean/SKILL.md b/skills/code-refactoring-refactor-clean/SKILL.md index 511fabcf..bbcd66aa 100644 --- a/skills/code-refactoring-refactor-clean/SKILL.md +++ b/skills/code-refactoring-refactor-clean/SKILL.md @@ -1,6 +1,6 @@ --- name: code-refactoring-refactor-clean -description: "You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its..." +description: "You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its quality, maintainability, and performance." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/code-review-excellence/SKILL.md b/skills/code-review-excellence/SKILL.md index ff6d7b41..7b4ada99 100644 --- a/skills/code-review-excellence/SKILL.md +++ b/skills/code-review-excellence/SKILL.md @@ -1,6 +1,6 @@ --- name: code-review-excellence -description: "Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing..." +description: "Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/codebase-cleanup-deps-audit/SKILL.md b/skills/codebase-cleanup-deps-audit/SKILL.md index 129711a6..cb11078c 100644 --- a/skills/codebase-cleanup-deps-audit/SKILL.md +++ b/skills/codebase-cleanup-deps-audit/SKILL.md @@ -1,6 +1,6 @@ --- name: codebase-cleanup-deps-audit -description: "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,..." +description: "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/codebase-cleanup-refactor-clean/SKILL.md b/skills/codebase-cleanup-refactor-clean/SKILL.md index 969f3ef2..772922db 100644 --- a/skills/codebase-cleanup-refactor-clean/SKILL.md +++ b/skills/codebase-cleanup-refactor-clean/SKILL.md @@ -1,6 +1,6 @@ --- name: codebase-cleanup-refactor-clean -description: "You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its..." +description: "You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its quality, maintainability, and performance." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/competitive-landscape/SKILL.md b/skills/competitive-landscape/SKILL.md index 0969250b..eac11068 100644 --- a/skills/competitive-landscape/SKILL.md +++ b/skills/competitive-landscape/SKILL.md @@ -1,6 +1,6 @@ --- name: competitive-landscape -description: This skill should be used when the user asks to \\\"analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positioning", "apply Porter's Five Forces",... +description: "Comprehensive frameworks for analyzing competition, identifying differentiation opportunities, and developing winning market positioning strategies." risk: unknown source: community date_added: '2026-02-27' diff --git a/skills/competitor-alternatives/SKILL.md b/skills/competitor-alternatives/SKILL.md index e7544197..63f35a81 100644 --- a/skills/competitor-alternatives/SKILL.md +++ b/skills/competitor-alternatives/SKILL.md @@ -1,6 +1,6 @@ --- name: competitor-alternatives -description: "When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa..." +description: "You are an expert in creating competitor comparison and alternative pages. Your goal is to build pages that rank for competitive search terms, provide genuine value to evaluators, and position your product effectively." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/computer-use-agents/SKILL.md b/skills/computer-use-agents/SKILL.md index 4e46309b..4ad1afbc 100644 --- a/skills/computer-use-agents/SKILL.md +++ b/skills/computer-use-agents/SKILL.md @@ -1,6 +1,6 @@ --- name: computer-use-agents -description: "Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so..." +description: "The fundamental architecture of computer use agents: observe screen, reason about next action, execute action, repeat. This loop integrates vision models with action execution through an iterative pipeline." risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/confluence-automation/SKILL.md b/skills/confluence-automation/SKILL.md index bbbd2158..902d893e 100644 --- a/skills/confluence-automation/SKILL.md +++ b/skills/confluence-automation/SKILL.md @@ -20,7 +20,6 @@ Automate Confluence operations including page creation and updates, content sear **Get Rube MCP**: Add `https://rube.app/mcp` as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works. - 1. Verify Rube MCP is available by confirming `RUBE_SEARCH_TOOLS` responds 2. Call `RUBE_MANAGE_CONNECTIONS` with toolkit `confluence` 3. If connection is not ACTIVE, follow the returned auth link to complete Confluence OAuth diff --git a/skills/constant-time-analysis/SKILL.md b/skills/constant-time-analysis/SKILL.md index 0d88caa3..a9544451 100644 --- a/skills/constant-time-analysis/SKILL.md +++ b/skills/constant-time-analysis/SKILL.md @@ -1,6 +1,6 @@ --- name: constant-time-analysis -description: Detects timing side-channel vulnerabilities in cryptographic code. Use when implementing or reviewing crypto code, encountering division on secrets, secret-dependent branches, or constant-time programming questions in C, C++, Go, Rust, Swift, Java, Kotlin, C#, PHP,... +description: "Analyze cryptographic code to detect operations that leak secret data through execution timing variations." --- # Constant-Time Analysis @@ -8,7 +8,6 @@ description: Detects timing side-channel vulnerabilities in cryptographic code. Analyze cryptographic code to detect operations that leak secret data through execution timing variations. ## When to Use - ```text User writing crypto code? ──yes──> Use this skill │ diff --git a/skills/content-creator/SKILL.md b/skills/content-creator/SKILL.md index 53287ecf..d7e9bb16 100644 --- a/skills/content-creator/SKILL.md +++ b/skills/content-creator/SKILL.md @@ -1,6 +1,6 @@ --- name: content-creator -description: "Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media templates. Use when writing blog posts, creati..." +description: "Professional-grade brand voice analysis, SEO optimization, and platform-specific content frameworks." category: marketing risk: unknown source: community @@ -12,7 +12,6 @@ date_added: "2026-02-27" Professional-grade brand voice analysis, SEO optimization, and platform-specific content frameworks. ## When to Use - Use this skill when writing blog posts, creating social media content, establishing brand voice, optimizing content for SEO, or planning content calendars. ## Keywords diff --git a/skills/context-compression/SKILL.md b/skills/context-compression/SKILL.md index a493f6ca..14427d3f 100644 --- a/skills/context-compression/SKILL.md +++ b/skills/context-compression/SKILL.md @@ -1,14 +1,13 @@ --- name: context-compression -description: This skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentions context compression, structured summarization, tokens-per-task optimization, or long-running agent sessions... +description: "When agent sessions generate millions of tokens of conversation history, compression becomes mandatory. The naive approach is aggressive compression to minimize tokens per request." --- # Context Compression Strategies When agent sessions generate millions of tokens of conversation history, compression becomes mandatory. The naive approach is aggressive compression to minimize tokens per request. The correct optimization target is tokens per task: total tokens consumed to complete a task, including re-fetching costs when compression loses critical information. -## When to Activate - +## When to Use Activate this skill when: - Agent sessions exceed context window limits - Codebases exceed context windows (5M+ token systems) diff --git a/skills/context-degradation/SKILL.md b/skills/context-degradation/SKILL.md index 9c3b5380..6bf50cff 100644 --- a/skills/context-degradation/SKILL.md +++ b/skills/context-degradation/SKILL.md @@ -1,14 +1,13 @@ --- name: context-degradation -description: This skill should be used when the user asks to "diagnose context problems", "fix lost-in-middle issues", "debug agent failures", "understand context poisoning", or mentions context degradation, attention patterns, context clash, context confusion, or agent performance... +description: "Language models exhibit predictable degradation patterns as context length increases. Understanding these patterns is essential for diagnosing failures and designing resilient systems." --- # Context Degradation Patterns Language models exhibit predictable degradation patterns as context length increases. Understanding these patterns is essential for diagnosing failures and designing resilient systems. Context degradation is not a binary state but a continuum of performance degradation that manifests in several distinct ways. -## When to Activate - +## When to Use Activate this skill when: - Agent performance degrades unexpectedly during long conversations - Debugging cases where agents produce incorrect or irrelevant outputs diff --git a/skills/context-driven-development/SKILL.md b/skills/context-driven-development/SKILL.md index 8dcedecb..316e25a5 100644 --- a/skills/context-driven-development/SKILL.md +++ b/skills/context-driven-development/SKILL.md @@ -1,6 +1,6 @@ --- name: context-driven-development -description: Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and... +description: "Guide for implementing and maintaining context as a managed artifact alongside code, enabling consistent AI interactions and team alignment through structured project documentation." risk: unknown source: community date_added: '2026-02-27' diff --git a/skills/context-fundamentals/SKILL.md b/skills/context-fundamentals/SKILL.md index fbdc52c5..f48868c1 100644 --- a/skills/context-fundamentals/SKILL.md +++ b/skills/context-fundamentals/SKILL.md @@ -1,14 +1,13 @@ --- name: context-fundamentals -description: This skill should be used when the user asks to "understand context", "explain context windows", "design agent architecture", "debug context issues", "optimize context usage", or discusses context components, attention mechanics, progressive disclosure, or context budgeting.... +description: "Context is the complete state available to a language model at inference time. It includes everything the model can attend to when generating responses: system instructions, tool definitions, retrieved documents, message history, and tool outputs." --- # Context Engineering Fundamentals Context is the complete state available to a language model at inference time. It includes everything the model can attend to when generating responses: system instructions, tool definitions, retrieved documents, message history, and tool outputs. Understanding context fundamentals is prerequisite to effective context engineering. -## When to Activate - +## When to Use Activate this skill when: - Designing new agent systems or modifying existing architectures - Debugging unexpected agent behavior that may relate to context diff --git a/skills/context-optimization/SKILL.md b/skills/context-optimization/SKILL.md index 368565d8..13f7ca50 100644 --- a/skills/context-optimization/SKILL.md +++ b/skills/context-optimization/SKILL.md @@ -1,14 +1,13 @@ --- name: context-optimization -description: This skill should be used when the user asks to "optimize context", "reduce token costs", "improve context efficiency", "implement KV-cache optimization", "partition context", or mentions context limits, observation masking, context budgeting, or extending effective context... +description: "Context optimization extends the effective capacity of limited context windows through strategic compression, masking, caching, and partitioning. The goal is not to magically increase context windows but to make better use of available capacity." --- # Context Optimization Techniques Context optimization extends the effective capacity of limited context windows through strategic compression, masking, caching, and partitioning. The goal is not to magically increase context windows but to make better use of available capacity. Effective optimization can double or triple effective context capacity without requiring larger models or longer contexts. -## When to Activate - +## When to Use Activate this skill when: - Context limits constrain task complexity - Optimizing for cost reduction (fewer tokens = lower costs) diff --git a/skills/context-window-management/SKILL.md b/skills/context-window-management/SKILL.md index 09c6ee35..fa4717dd 100644 --- a/skills/context-window-management/SKILL.md +++ b/skills/context-window-management/SKILL.md @@ -1,6 +1,6 @@ --- name: context-window-management -description: "Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long..." +description: "You're a context engineering specialist who has optimized LLM applications handling millions of conversations. You've seen systems hit token limits, suffer context rot, and lose critical information mid-dialogue." risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/convex/SKILL.md b/skills/convex/SKILL.md index 3a125dca..fc28c888 100644 --- a/skills/convex/SKILL.md +++ b/skills/convex/SKILL.md @@ -11,7 +11,6 @@ date_added: "2026-02-27" You are an expert in Convex — the open-source, reactive backend platform where queries are TypeScript code. You have deep knowledge of schema design, function authoring (queries, mutations, actions), real-time data subscriptions, authentication, file storage, scheduling, and deployment workflows across React, Next.js, Angular, Vue, Svelte, React Native, and server-side environments. ## When to Use - - Use when building a new project with Convex as the backend - Use when adding Convex to an existing React, Next.js, Angular, Vue, Svelte, or React Native app - Use when designing schemas for a Convex document-relational database diff --git a/skills/copilot-sdk/SKILL.md b/skills/copilot-sdk/SKILL.md index 0b954b53..634a667b 100644 --- a/skills/copilot-sdk/SKILL.md +++ b/skills/copilot-sdk/SKILL.md @@ -1,6 +1,6 @@ --- name: copilot-sdk -description: "Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen..." +description: "Build applications that programmatically interact with GitHub Copilot. The SDK wraps the Copilot CLI via JSON-RPC, providing session management, custom tools, hooks, MCP server integration, and streaming across Node.js, Python, Go, and .NET." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/copy-editing/SKILL.md b/skills/copy-editing/SKILL.md index c7b03f01..24570b41 100644 --- a/skills/copy-editing/SKILL.md +++ b/skills/copy-editing/SKILL.md @@ -1,6 +1,6 @@ --- name: copy-editing -description: "When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this ..." +description: "You are an expert copy editor specializing in marketing and conversion copy. Your goal is to systematically improve existing copy through focused editing passes while preserving the core message." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/copywriting/SKILL.md b/skills/copywriting/SKILL.md index 3de2064a..fe51999a 100644 --- a/skills/copywriting/SKILL.md +++ b/skills/copywriting/SKILL.md @@ -246,5 +246,4 @@ If the copy feels clever but unclear, rewrite it until it feels obvious. ## When to Use - This skill is applicable to execute the workflow or actions described in the overview. diff --git a/skills/cost-optimization/SKILL.md b/skills/cost-optimization/SKILL.md index 396eed0e..5e4a9f08 100644 --- a/skills/cost-optimization/SKILL.md +++ b/skills/cost-optimization/SKILL.md @@ -1,6 +1,6 @@ --- name: cost-optimization -description: "Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c..." +description: "Strategies and patterns for optimizing cloud costs across AWS, Azure, and GCP." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/cred-omega/SKILL.md b/skills/cred-omega/SKILL.md index 055c7344..1b90eae8 100644 --- a/skills/cred-omega/SKILL.md +++ b/skills/cred-omega/SKILL.md @@ -1,6 +1,6 @@ --- name: cred-omega -description: CISO operacional enterprise para gestao total de credenciais e segredos. Descobre, classifica, protege e governa TODAS as API keys, tokens, secrets, service accounts e credenciais em qualquer... +description: "CISO operacional enterprise para gestao total de credenciais e segredos." risk: critical source: community date_added: '2026-03-06' diff --git a/skills/crewai/SKILL.md b/skills/crewai/SKILL.md index 47add585..0fa51972 100644 --- a/skills/crewai/SKILL.md +++ b/skills/crewai/SKILL.md @@ -1,6 +1,6 @@ --- name: crewai -description: "Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s..." +description: "You are an expert in designing collaborative AI agent teams with CrewAI. You think in terms of roles, responsibilities, and delegation. You design clear agent personas with specific expertise, create well-defined tasks with expected outputs, and orchestrate crews for optimal collaboration." risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/crypto-bd-agent/SKILL.md b/skills/crypto-bd-agent/SKILL.md index 9444f92c..0248b810 100644 --- a/skills/crypto-bd-agent/SKILL.md +++ b/skills/crypto-bd-agent/SKILL.md @@ -1,6 +1,6 @@ --- name: crypto-bd-agent -description: Autonomous crypto business development patterns — multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain identity, LLM cascade routing, and... +description: "Production-tested patterns for building AI agents that autonomously discover, > evaluate, and acquire token listings for cryptocurrency exchanges." risk: safe source: community tags: null diff --git a/skills/customs-trade-compliance/SKILL.md b/skills/customs-trade-compliance/SKILL.md index 6f975284..35fc9bfa 100644 --- a/skills/customs-trade-compliance/SKILL.md +++ b/skills/customs-trade-compliance/SKILL.md @@ -7,7 +7,6 @@ date_added: '2026-02-27' --- ## When to Use - Use this skill when navigating international trade regulations, classifying goods under HS codes, determining appropriate Incoterms, managing import/export documentation, or optimizing customs duty payments through Free Trade Agreements. # Customs & Trade Compliance @@ -234,7 +233,6 @@ Track these metrics monthly and trend quarterly: - For complete communication templates with variables and formatting guidance, see [communication-templates.md](references/communication-templates.md) ## When to Use - Use this skill when you are **planning, auditing, or remediating customs and trade compliance processes**: - Classifying products (HS/HTS/TARIC), designing documentation flows, or implementing Incoterms for new trade lanes. diff --git a/skills/data-storytelling/SKILL.md b/skills/data-storytelling/SKILL.md index ba6a5131..bdc4734b 100644 --- a/skills/data-storytelling/SKILL.md +++ b/skills/data-storytelling/SKILL.md @@ -1,6 +1,6 @@ --- name: data-storytelling -description: "Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present..." +description: "Transform raw data into compelling narratives that drive decisions and inspire action." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/data-structure-protocol/SKILL.md b/skills/data-structure-protocol/SKILL.md index f4998acb..448b5d11 100644 --- a/skills/data-structure-protocol/SKILL.md +++ b/skills/data-structure-protocol/SKILL.md @@ -13,7 +13,6 @@ LLM coding agents lose context between tasks. On large codebases they spend most DSP is NOT documentation for humans and NOT an AST dump. It captures three things: **meaning** (why an entity exists), **boundaries** (what it imports and exposes), and **reasons** (why each connection exists). This is enough for an agent to navigate, refactor, and generate code without loading the entire source tree into the context window. ## When to Use - Use this skill when: - The project has a `.dsp/` directory (DSP is already set up) - The user asks to set up DSP, bootstrap, or map a project's structure diff --git a/skills/database-cloud-optimization-cost-optimize/SKILL.md b/skills/database-cloud-optimization-cost-optimize/SKILL.md index 0e835702..146d3a18 100644 --- a/skills/database-cloud-optimization-cost-optimize/SKILL.md +++ b/skills/database-cloud-optimization-cost-optimize/SKILL.md @@ -1,6 +1,6 @@ --- name: database-cloud-optimization-cost-optimize -description: "You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ..." +description: "You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and implement cost-effective architectures across AWS, Azure, and GCP." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/database-migration/SKILL.md b/skills/database-migration/SKILL.md index 88f20e49..d159965a 100644 --- a/skills/database-migration/SKILL.md +++ b/skills/database-migration/SKILL.md @@ -1,6 +1,6 @@ --- name: database-migration -description: "Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr..." +description: "Master database schema and data migrations across ORMs (Sequelize, TypeORM, Prisma), including rollback strategies and zero-downtime deployments." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/dbos-golang/SKILL.md b/skills/dbos-golang/SKILL.md index 7b5c8344..9fed0216 100644 --- a/skills/dbos-golang/SKILL.md +++ b/skills/dbos-golang/SKILL.md @@ -1,6 +1,6 @@ --- name: dbos-golang -description: "DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie..." +description: "Guide for building reliable, fault-tolerant Go applications with DBOS durable workflows." risk: safe source: "https://docs.dbos.dev/" date_added: "2026-02-27" @@ -11,7 +11,6 @@ date_added: "2026-02-27" Guide for building reliable, fault-tolerant Go applications with DBOS durable workflows. ## When to Use - Reference these guidelines when: - Adding DBOS to existing Go code - Creating workflows and steps diff --git a/skills/dbos-python/SKILL.md b/skills/dbos-python/SKILL.md index 5f3847da..7b65cede 100644 --- a/skills/dbos-python/SKILL.md +++ b/skills/dbos-python/SKILL.md @@ -1,6 +1,6 @@ --- name: dbos-python -description: "DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC..." +description: "Guide for building reliable, fault-tolerant Python applications with DBOS durable workflows." risk: safe source: "https://docs.dbos.dev/" date_added: "2026-02-27" @@ -11,7 +11,6 @@ date_added: "2026-02-27" Guide for building reliable, fault-tolerant Python applications with DBOS durable workflows. ## When to Use - Reference these guidelines when: - Adding DBOS to existing Python code - Creating workflows and steps diff --git a/skills/dbos-typescript/SKILL.md b/skills/dbos-typescript/SKILL.md index ea6e8de0..ffa146a7 100644 --- a/skills/dbos-typescript/SKILL.md +++ b/skills/dbos-typescript/SKILL.md @@ -1,6 +1,6 @@ --- name: dbos-typescript -description: "DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi..." +description: "Guide for building reliable, fault-tolerant TypeScript applications with DBOS durable workflows." risk: safe source: "https://docs.dbos.dev/" date_added: "2026-02-27" @@ -11,7 +11,6 @@ date_added: "2026-02-27" Guide for building reliable, fault-tolerant TypeScript applications with DBOS durable workflows. ## When to Use - Reference these guidelines when: - Adding DBOS to existing TypeScript code - Creating workflows and steps diff --git a/skills/dbt-transformation-patterns/SKILL.md b/skills/dbt-transformation-patterns/SKILL.md index ce4d6fc6..d051237e 100644 --- a/skills/dbt-transformation-patterns/SKILL.md +++ b/skills/dbt-transformation-patterns/SKILL.md @@ -1,6 +1,6 @@ --- name: dbt-transformation-patterns -description: "Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ..." +description: "Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/debug-buttercup/SKILL.md b/skills/debug-buttercup/SKILL.md index 71b58f1f..781408b9 100644 --- a/skills/debug-buttercup/SKILL.md +++ b/skills/debug-buttercup/SKILL.md @@ -1,16 +1,11 @@ --- name: debug-buttercup -description: > - Debugs the Buttercup CRS (Cyber Reasoning System) running on Kubernetes. - Use when diagnosing pod crashes, restart loops, Redis failures, resource pressure, - disk saturation, DinD issues, or any service misbehavior in the crs namespace. - Covers triage, log analysis,... +description: "All pods run in namespace crs. Key services:" --- # Debug Buttercup ## When to Use - - Pods in the `crs` namespace are in CrashLoopBackOff, OOMKilled, or restarting - Multiple services restart simultaneously (cascade failure) - Redis is unresponsive or showing AOF warnings diff --git a/skills/debugging-strategies/SKILL.md b/skills/debugging-strategies/SKILL.md index 2ade0b98..c566e434 100644 --- a/skills/debugging-strategies/SKILL.md +++ b/skills/debugging-strategies/SKILL.md @@ -1,6 +1,6 @@ --- name: debugging-strategies -description: "Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss..." +description: "Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/deep-research/SKILL.md b/skills/deep-research/SKILL.md index da5f63b8..26c6b843 100644 --- a/skills/deep-research/SKILL.md +++ b/skills/deep-research/SKILL.md @@ -1,6 +1,6 @@ --- name: deep-research -description: "Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ..." +description: "Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports." risk: safe source: "https://github.com/sanjay3290/ai-skills/tree/main/skills/deep-research" date_added: "2026-02-27" diff --git a/skills/dependency-management-deps-audit/SKILL.md b/skills/dependency-management-deps-audit/SKILL.md index ee691540..35249600 100644 --- a/skills/dependency-management-deps-audit/SKILL.md +++ b/skills/dependency-management-deps-audit/SKILL.md @@ -1,6 +1,6 @@ --- name: dependency-management-deps-audit -description: "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,..." +description: "You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/dependency-upgrade/SKILL.md b/skills/dependency-upgrade/SKILL.md index bb423d61..222fa691 100644 --- a/skills/dependency-upgrade/SKILL.md +++ b/skills/dependency-upgrade/SKILL.md @@ -1,6 +1,6 @@ --- name: dependency-upgrade -description: "Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea..." +description: "Master major dependency version upgrades, compatibility analysis, staged upgrade strategies, and comprehensive testing approaches." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/deployment-pipeline-design/SKILL.md b/skills/deployment-pipeline-design/SKILL.md index ebe7eff1..73a5a509 100644 --- a/skills/deployment-pipeline-design/SKILL.md +++ b/skills/deployment-pipeline-design/SKILL.md @@ -1,6 +1,6 @@ --- name: deployment-pipeline-design -description: "Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi..." +description: "Architecture patterns for multi-stage CI/CD pipelines with approval gates and deployment strategies." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/design-spells/SKILL.md b/skills/design-spells/SKILL.md index f4777cfe..12222d55 100644 --- a/skills/design-spells/SKILL.md +++ b/skills/design-spells/SKILL.md @@ -15,7 +15,6 @@ date_added: "2026-03-07" Use this skill specifically to elevate a UI from merely "functional" or "common" into something genuinely "magical." It focuses on the minute details that surprise and delight users, establishing a strong, premium brand personality. ## When to Use - Trigger this skill when: - Polishing a finished feature to actively add a "wow" factor. diff --git a/skills/devcontainer-setup/SKILL.md b/skills/devcontainer-setup/SKILL.md index c0adb7af..796001b6 100644 --- a/skills/devcontainer-setup/SKILL.md +++ b/skills/devcontainer-setup/SKILL.md @@ -11,7 +11,6 @@ date_added: 2026-03-06 Creates a pre-configured devcontainer with Claude Code and language-specific tooling. ## When to Use - - User asks to "set up a devcontainer" or "add devcontainer support" - User wants a sandboxed Claude Code development environment - User needs isolated development environments with persistent configuration diff --git a/skills/devops-deploy/SKILL.md b/skills/devops-deploy/SKILL.md index 2f013f85..040690af 100644 --- a/skills/devops-deploy/SKILL.md +++ b/skills/devops-deploy/SKILL.md @@ -1,6 +1,6 @@ --- name: devops-deploy -description: 'DevOps e deploy de aplicacoes — Docker, CI/CD com GitHub Actions, AWS Lambda, SAM, Terraform, infraestrutura como codigo e monitoramento. Ativar para: dockerizar aplicacao, configurar pipeline...' +description: "DevOps e deploy de aplicacoes — Docker, CI/CD com GitHub Actions, AWS Lambda, SAM, Terraform, infraestrutura como codigo e monitoramento." risk: critical source: community date_added: '2026-03-06' diff --git a/skills/differential-review/SKILL.md b/skills/differential-review/SKILL.md index 6df94863..047086ab 100644 --- a/skills/differential-review/SKILL.md +++ b/skills/differential-review/SKILL.md @@ -1,10 +1,6 @@ --- name: differential-review -description: > - Performs security-focused differential review of code changes (PRs, commits, diffs). - Adapts analysis depth to codebase size, uses git history for context, calculates - blast radius, checks test coverage, and generates comprehensive markdown reports. - Automatically... +description: "Security-focused code review for PRs, commits, and diffs." --- # Differential Security Review diff --git a/skills/discord-automation/SKILL.md b/skills/discord-automation/SKILL.md index 2ab33736..f7884158 100644 --- a/skills/discord-automation/SKILL.md +++ b/skills/discord-automation/SKILL.md @@ -20,7 +20,6 @@ Automate Discord operations through Composio's Discord/Discordbot toolkits via R **Get Rube MCP**: Add `https://rube.app/mcp` as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works. - 1. Verify Rube MCP is available by confirming `RUBE_SEARCH_TOOLS` responds 2. Call `RUBE_MANAGE_CONNECTIONS` with toolkit `discordbot` (bot operations) or `discord` (user operations) 3. If connection is not ACTIVE, follow the returned auth link to complete Discord auth diff --git a/skills/dispatching-parallel-agents/SKILL.md b/skills/dispatching-parallel-agents/SKILL.md index c3a7ae90..b7ac8a67 100644 --- a/skills/dispatching-parallel-agents/SKILL.md +++ b/skills/dispatching-parallel-agents/SKILL.md @@ -15,7 +15,6 @@ When you have multiple unrelated failures (different test files, different subsy **Core principle:** Dispatch one agent per independent problem domain. Let them work concurrently. ## When to Use - ```dot digraph when_to_use { "Multiple failures?" [shape=diamond]; diff --git a/skills/distributed-debugging-debug-trace/SKILL.md b/skills/distributed-debugging-debug-trace/SKILL.md index 7a996ee1..4561a848 100644 --- a/skills/distributed-debugging-debug-trace/SKILL.md +++ b/skills/distributed-debugging-debug-trace/SKILL.md @@ -1,6 +1,6 @@ --- name: distributed-debugging-debug-trace -description: "You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an..." +description: "You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, and establish troubleshooting practices for development and production environments." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/distributed-tracing/SKILL.md b/skills/distributed-tracing/SKILL.md index 431a7245..0957cc85 100644 --- a/skills/distributed-tracing/SKILL.md +++ b/skills/distributed-tracing/SKILL.md @@ -1,6 +1,6 @@ --- name: distributed-tracing -description: "Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem..." +description: "Implement distributed tracing with Jaeger and Tempo for request flow visibility across microservices." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/doc-coauthoring/SKILL.md b/skills/doc-coauthoring/SKILL.md index 5d308148..38d51e27 100644 --- a/skills/doc-coauthoring/SKILL.md +++ b/skills/doc-coauthoring/SKILL.md @@ -1,6 +1,6 @@ --- name: doc-coauthoring -description: "Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ..." +description: "This skill provides a structured workflow for guiding users through collaborative document creation. Act as an active guide, walking users through three stages: Context Gathering, Refinement & Structure, and Reader Testing." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/docker-expert/SKILL.md b/skills/docker-expert/SKILL.md index 3d4974c4..3319d3c8 100644 --- a/skills/docker-expert/SKILL.md +++ b/skills/docker-expert/SKILL.md @@ -1,6 +1,6 @@ --- name: docker-expert -description: "Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY f..." +description: "You are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage builds, orchestration patterns, and production deployment strategies based on current industry best practices." category: devops risk: unknown source: community diff --git a/skills/documentation-generation-doc-generate/SKILL.md b/skills/documentation-generation-doc-generate/SKILL.md index 1b79c72f..36a456e5 100644 --- a/skills/documentation-generation-doc-generate/SKILL.md +++ b/skills/documentation-generation-doc-generate/SKILL.md @@ -1,6 +1,6 @@ --- name: documentation-generation-doc-generate -description: "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI..." +description: "You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI-powered analysis and industry best practices." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/docx-official/SKILL.md b/skills/docx-official/SKILL.md index 5f23eb9a..00ee72f8 100644 --- a/skills/docx-official/SKILL.md +++ b/skills/docx-official/SKILL.md @@ -1,6 +1,6 @@ --- name: docx-official -description: "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document..." +description: "A user may ask you to create, edit, or analyze the contents of a .docx file. A .docx file is essentially a ZIP archive containing XML files and other resources that you can read or edit. You have different tools and workflows available for different tasks." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/dotnet-backend-patterns/SKILL.md b/skills/dotnet-backend-patterns/SKILL.md index 4a01b1fc..be2c67b7 100644 --- a/skills/dotnet-backend-patterns/SKILL.md +++ b/skills/dotnet-backend-patterns/SKILL.md @@ -1,6 +1,6 @@ --- name: dotnet-backend-patterns -description: "Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio..." +description: "Master C#/.NET patterns for building production-grade APIs, MCP servers, and enterprise backends with modern best practices (2024/2025)." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/dotnet-backend/SKILL.md b/skills/dotnet-backend/SKILL.md index fb31a1e9..59ea9912 100644 --- a/skills/dotnet-backend/SKILL.md +++ b/skills/dotnet-backend/SKILL.md @@ -11,7 +11,6 @@ date_added: "2026-02-27" You are an expert .NET/C# backend developer with 8+ years of experience building enterprise-grade APIs and services. ## When to Use - Use this skill when the user asks to: - Build or refactor ASP.NET Core APIs (controller-based or Minimal APIs) diff --git a/skills/dropbox-automation/SKILL.md b/skills/dropbox-automation/SKILL.md index 590a5fd0..e77e55ca 100644 --- a/skills/dropbox-automation/SKILL.md +++ b/skills/dropbox-automation/SKILL.md @@ -20,7 +20,6 @@ Automate Dropbox operations including file upload/download, search, folder manag **Get Rube MCP**: Add `https://rube.app/mcp` as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works. - 1. Verify Rube MCP is available by confirming `RUBE_SEARCH_TOOLS` responds 2. Call `RUBE_MANAGE_CONNECTIONS` with toolkit `dropbox` 3. If connection is not ACTIVE, follow the returned auth link to complete Dropbox OAuth diff --git a/skills/e2e-testing-patterns/SKILL.md b/skills/e2e-testing-patterns/SKILL.md index 14f47c43..429dc7dc 100644 --- a/skills/e2e-testing-patterns/SKILL.md +++ b/skills/e2e-testing-patterns/SKILL.md @@ -1,6 +1,6 @@ --- name: e2e-testing-patterns -description: "Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky..." +description: "Build reliable, fast, and maintainable end-to-end test suites that provide confidence to ship code quickly and catch regressions before users do." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/earllm-build/SKILL.md b/skills/earllm-build/SKILL.md index 6611c5cf..b038f51d 100644 --- a/skills/earllm-build/SKILL.md +++ b/skills/earllm-build/SKILL.md @@ -1,6 +1,6 @@ --- name: earllm-build -description: Build, maintain, and extend the EarLLM One Android project — a Kotlin/Compose app that connects Bluetooth earbuds to an LLM via voice pipeline. Use this skill whenever working on the earbudllm... +description: "Build, maintain, and extend the EarLLM One Android project — a Kotlin/Compose app that connects Bluetooth earbuds to an LLM via voice pipeline." risk: safe source: community date_added: '2026-03-06' diff --git a/skills/elon-musk/SKILL.md b/skills/elon-musk/SKILL.md index 614b8caf..7559655e 100644 --- a/skills/elon-musk/SKILL.md +++ b/skills/elon-musk/SKILL.md @@ -1,6 +1,6 @@ --- name: elon-musk -description: 'Agente que simula Elon Musk com profundidade psicologica e comunicacional de alta fidelidade. Ativado para: "fale como Elon", "simule Elon Musk", "o que Elon diria sobre X", "first principles...' +description: "Agente que simula Elon Musk com profundidade psicologica e comunicacional de alta fidelidade. Ativado para: \"fale como Elon\", \"simule Elon Musk\", \"o que Elon diria sobre X\", \"first principles thinking\", \"think like Elon\", roleplay/simulacao do personagem." risk: safe source: community date_added: '2026-03-06' diff --git a/skills/email-sequence/SKILL.md b/skills/email-sequence/SKILL.md index cd579ce9..dbd40022 100644 --- a/skills/email-sequence/SKILL.md +++ b/skills/email-sequence/SKILL.md @@ -1,6 +1,6 @@ --- name: email-sequence -description: "When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campa..." +description: "You are an expert in email marketing and automation. Your goal is to create email sequences that nurture relationships, drive action, and move people toward conversion." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/email-systems/SKILL.md b/skills/email-systems/SKILL.md index 0e3d56d6..52e21eeb 100644 --- a/skills/email-systems/SKILL.md +++ b/skills/email-systems/SKILL.md @@ -1,6 +1,6 @@ --- name: email-systems -description: Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders. This skill cov... +description: "You are an email systems engineer who has maintained 99.9% deliverability across millions of emails. You've debugged SPF/DKIM/DMARC, dealt with blacklists, and optimized for inbox placement. You know that email is the highest ROI channel when done right, and a spam folder nightmare when done wrong." risk: unknown source: vibeship-spawner-skills (Apache 2.0) date_added: '2026-02-27' diff --git a/skills/embedding-strategies/SKILL.md b/skills/embedding-strategies/SKILL.md index efe1fdd8..f371de3f 100644 --- a/skills/embedding-strategies/SKILL.md +++ b/skills/embedding-strategies/SKILL.md @@ -1,6 +1,6 @@ --- name: embedding-strategies -description: "Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom..." +description: "Guide to selecting and optimizing embedding models for vector search applications." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/emblemai-crypto-wallet/SKILL.md b/skills/emblemai-crypto-wallet/SKILL.md index 1890e95d..c5c15fc2 100644 --- a/skills/emblemai-crypto-wallet/SKILL.md +++ b/skills/emblemai-crypto-wallet/SKILL.md @@ -11,7 +11,6 @@ date_added: "2026-03-06" You manage crypto wallets through the EmblemAI Agent Hustle API. You can check balances, swap tokens, review portfolios, and execute blockchain transactions across 7 supported chains. ## When to Use - - User wants to check crypto wallet balances - User wants to swap or trade tokens - User wants portfolio analysis or token research diff --git a/skills/emergency-card/SKILL.md b/skills/emergency-card/SKILL.md index bdbbd0e2..e73524c1 100644 --- a/skills/emergency-card/SKILL.md +++ b/skills/emergency-card/SKILL.md @@ -429,5 +429,4 @@ saveFile('emergency-card-qr.png', emergencyCard.qr_code); ## When to Use - Use this skill when tackling tasks related to its primary domain or functionality as described above. diff --git a/skills/employment-contract-templates/SKILL.md b/skills/employment-contract-templates/SKILL.md index 3f85291f..a5f7dbb2 100644 --- a/skills/employment-contract-templates/SKILL.md +++ b/skills/employment-contract-templates/SKILL.md @@ -1,6 +1,6 @@ --- name: employment-contract-templates -description: "Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR policies, or standardizing employment docume..." +description: "Templates and patterns for creating legally sound employment documentation including contracts, offer letters, and HR policies." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/energy-procurement/SKILL.md b/skills/energy-procurement/SKILL.md index dc952607..ab72bad0 100644 --- a/skills/energy-procurement/SKILL.md +++ b/skills/energy-procurement/SKILL.md @@ -7,7 +7,6 @@ date_added: '2026-02-27' --- ## When to Use - Use this skill when managing energy procurement tasks, such as optimizing electricity or gas tariffs, evaluating Power Purchase Agreements (PPAs), or developing long-term energy cost management strategies for commercial or industrial facilities. # Energy Procurement @@ -197,7 +196,6 @@ Track monthly, review quarterly with finance and sustainability: - For communication templates covering RFPs, PPA negotiations, rate cases, and internal reporting, see [communication-templates.md](references/communication-templates.md) ## When to Use - Use this skill when you need to **design, audit, or optimise an energy procurement strategy** for commercial or industrial facilities: - Evaluating fixed vs. index vs. block-and-index contracts, PPAs, or VPPAs. diff --git a/skills/error-debugging-error-trace/SKILL.md b/skills/error-debugging-error-trace/SKILL.md index 07b09aac..3fdf19df 100644 --- a/skills/error-debugging-error-trace/SKILL.md +++ b/skills/error-debugging-error-trace/SKILL.md @@ -1,6 +1,6 @@ --- name: error-debugging-error-trace -description: "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi..." +description: "You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging, and ensure teams can quickly identify and resolve production issues." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/error-handling-patterns/SKILL.md b/skills/error-handling-patterns/SKILL.md index 2c581d08..98e250ed 100644 --- a/skills/error-handling-patterns/SKILL.md +++ b/skills/error-handling-patterns/SKILL.md @@ -1,6 +1,6 @@ --- name: error-handling-patterns -description: "Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling..." +description: "Build resilient applications with robust error handling strategies that gracefully handle failures and provide excellent debugging experiences." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/ethical-hacking-methodology/SKILL.md b/skills/ethical-hacking-methodology/SKILL.md index d9a32e45..24546336 100644 --- a/skills/ethical-hacking-methodology/SKILL.md +++ b/skills/ethical-hacking-methodology/SKILL.md @@ -1,6 +1,6 @@ --- name: ethical-hacking-methodology -description: "This skill should be used when the user asks to \"learn ethical hacking\", \"understand penetration testing lifecycle\", \"perform reconnaissance\", \"conduct security scanning\", \"exploit ..." +description: "Master the complete penetration testing lifecycle from reconnaissance through reporting. This skill covers the five stages of ethical hacking methodology, essential tools, attack techniques, and professional reporting for authorized security assessments." risk: unknown source: community author: zebbern diff --git a/skills/evaluation/SKILL.md b/skills/evaluation/SKILL.md index 3c8e9b22..415e07f8 100644 --- a/skills/evaluation/SKILL.md +++ b/skills/evaluation/SKILL.md @@ -15,8 +15,7 @@ Use this skill when working with build evaluation frameworks for agent systems. Evaluation of agent systems requires different approaches than traditional software or even standard language model applications. Agents make dynamic decisions, are non-deterministic between runs, and often lack single correct answers. Effective evaluation must account for these characteristics while providing actionable feedback. A robust evaluation framework enables continuous improvement, catches regressions, and validates that context engineering choices achieve intended effects. -## When to Activate - +## When to Use Activate this skill when: - Testing agent performance systematically - Validating context engineering choices diff --git a/skills/event-sourcing-architect/SKILL.md b/skills/event-sourcing-architect/SKILL.md index ed8e81ab..f7f76615 100644 --- a/skills/event-sourcing-architect/SKILL.md +++ b/skills/event-sourcing-architect/SKILL.md @@ -1,6 +1,6 @@ --- name: event-sourcing-architect -description: "Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e..." +description: "Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for event-sourced systems, audit trail requirements, or complex domain modeling with temporal queries." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/evolution/SKILL.md b/skills/evolution/SKILL.md index 9dc6fbda..ff5122ec 100644 --- a/skills/evolution/SKILL.md +++ b/skills/evolution/SKILL.md @@ -1,10 +1,6 @@ --- name: evolution -description: | - CRITICAL: Use for makepad-skills self-evolution and contribution. Triggers on: - evolve, evolution, contribute, contribution, self-improve, self-improvement, - add pattern, new pattern, capture learning, document solution, - hooks, hook system, auto-trigger, skill... +description: "This skill enables makepad-skills to self-improve continuously during development." --- diff --git a/skills/explain-like-socrates/SKILL.md b/skills/explain-like-socrates/SKILL.md index 6ade714d..bed5a643 100644 --- a/skills/explain-like-socrates/SKILL.md +++ b/skills/explain-like-socrates/SKILL.md @@ -27,8 +27,7 @@ Avoid traditional lecture-style teaching and use style of Socrates, the original --- -## WHEN TO USE - +## When to Use Use this skill when the user asks to: - explain a concept - teach how something works @@ -158,4 +157,4 @@ Optionally invite reflection with a prompt such as: - "How does that idea appear to you now?" - "Does the picture feel clearer?" -Questions should appear naturally during reasoning, not as a mandatory closing statement. \ No newline at end of file +Questions should appear naturally during reasoning, not as a mandatory closing statement. diff --git a/skills/fastapi-router-py/SKILL.md b/skills/fastapi-router-py/SKILL.md index be66c460..8d5469c0 100644 --- a/skills/fastapi-router-py/SKILL.md +++ b/skills/fastapi-router-py/SKILL.md @@ -1,6 +1,6 @@ --- name: fastapi-router-py -description: "Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add..." +description: "Create FastAPI routers following established patterns with proper authentication, response models, and HTTP status codes." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/file-organizer/SKILL.md b/skills/file-organizer/SKILL.md index df508b5c..78caf913 100644 --- a/skills/file-organizer/SKILL.md +++ b/skills/file-organizer/SKILL.md @@ -1,6 +1,6 @@ --- name: file-organizer -description: "Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use when user wants to clean up directories, organize downlo..." +description: "6. Reduces Clutter: Identifies old files you probably don't need anymore" risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/file-path-traversal/SKILL.md b/skills/file-path-traversal/SKILL.md index f5272647..c22d2898 100644 --- a/skills/file-path-traversal/SKILL.md +++ b/skills/file-path-traversal/SKILL.md @@ -1,6 +1,6 @@ --- name: file-path-traversal -description: "This skill should be used when the user asks to \"test for directory traversal\", \"exploit path traversal vulnerabilities\", \"read arbitrary files through web applications\", \"find LFI vu..." +description: "Identify and exploit file path traversal (directory traversal) vulnerabilities that allow attackers to read arbitrary files on the server, potentially including sensitive configuration files, credentials, and source code." risk: unknown source: community author: zebbern diff --git a/skills/file-uploads/SKILL.md b/skills/file-uploads/SKILL.md index b2d37334..79c4d0c7 100644 --- a/skills/file-uploads/SKILL.md +++ b/skills/file-uploads/SKILL.md @@ -1,6 +1,6 @@ --- name: file-uploads -description: "Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f..." +description: "Careful about security and performance. Never trusts file extensions. Knows that large uploads need special handling. Prefers presigned URLs over server proxying." risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/filesystem-context/SKILL.md b/skills/filesystem-context/SKILL.md index fb0cfda7..9a5ae1ce 100644 --- a/skills/filesystem-context/SKILL.md +++ b/skills/filesystem-context/SKILL.md @@ -11,8 +11,7 @@ The filesystem provides a single interface through which agents can flexibly sto The core insight is that files enable dynamic context discovery: agents pull relevant context on demand rather than carrying everything in the context window. This contrasts with static context, which is always included regardless of relevance. -## When to Activate - +## When to Use Activate this skill when: - Tool outputs are bloating the context window - Agents need to persist state across long trajectories diff --git a/skills/firebase/SKILL.md b/skills/firebase/SKILL.md index 9d4d8fac..811518b9 100644 --- a/skills/firebase/SKILL.md +++ b/skills/firebase/SKILL.md @@ -1,6 +1,6 @@ --- name: firebase -description: "Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r..." +description: "You're a developer who has shipped dozens of Firebase projects. You've seen the \"easy\" path lead to security breaches, runaway costs, and impossible migrations. You know Firebase is powerful, but you also know its sharp edges." risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/fixing-accessibility/SKILL.md b/skills/fixing-accessibility/SKILL.md index e2dcd700..59431cfd 100644 --- a/skills/fixing-accessibility/SKILL.md +++ b/skills/fixing-accessibility/SKILL.md @@ -20,8 +20,7 @@ Fix accessibility issues. Do not rewrite large parts of the UI. Prefer minimal, targeted fixes. -## when to apply - +## When to Use Reference these guidelines when: - adding or changing buttons, links, inputs, menus, dialogs, tabs, dropdowns - building forms, validation, error states, helper text diff --git a/skills/fixing-metadata/SKILL.md b/skills/fixing-metadata/SKILL.md index 14e26e88..239ec6bb 100644 --- a/skills/fixing-metadata/SKILL.md +++ b/skills/fixing-metadata/SKILL.md @@ -1,9 +1,6 @@ --- name: fixing-metadata -description: > - Audit and fix HTML metadata including page titles, meta descriptions, canonical URLs, Open Graph - tags, Twitter cards, favicons, JSON-LD structured data, and robots directives. Use when adding - SEO metadata, fixing social share previews, reviewing Open Graph tags,... +description: "Audit and fix HTML metadata including page titles, meta descriptions, canonical URLs, Open Graph tags, Twitter cards, favicons, JSON-LD structured data, and robots directives. Use when adding or reviewing SEO and social metadata." version: 1.0.1 license: MIT --- @@ -15,8 +12,7 @@ license: MIT 3. Ensure title, description, canonical, and og:url all agree with each other 4. Verify social cards render correctly on a real URL, not localhost 5. Keep diffs minimal and scoped to metadata only — do not refactor unrelated code -## when to apply - +## When to Use Reference these guidelines when: - adding or changing page titles, descriptions, canonical, robots - implementing Open Graph or Twitter card metadata diff --git a/skills/fixing-motion-performance/SKILL.md b/skills/fixing-motion-performance/SKILL.md index 7d22f2ec..4540a688 100644 --- a/skills/fixing-motion-performance/SKILL.md +++ b/skills/fixing-motion-performance/SKILL.md @@ -20,8 +20,7 @@ Fix animation performance issues. Do not migrate animation libraries unless explicitly requested. Apply rules within the existing stack. -## when to apply - +## When to Use Reference these guidelines when: - adding or changing UI animations (CSS, WAAPI, Motion, rAF, GSAP) - refactoring janky interactions or transitions diff --git a/skills/fp-pipe-ref/SKILL.md b/skills/fp-pipe-ref/SKILL.md index ed846cb4..1fb629c5 100644 --- a/skills/fp-pipe-ref/SKILL.md +++ b/skills/fp-pipe-ref/SKILL.md @@ -41,7 +41,6 @@ process(' foo bar ') // ['FOO', 'BAR'] ``` ## When to Use - | Use | When | |-----|------| | `pipe` | Transform a specific value now | diff --git a/skills/free-tool-strategy/SKILL.md b/skills/free-tool-strategy/SKILL.md index bf5dfefd..5607e0a3 100644 --- a/skills/free-tool-strategy/SKILL.md +++ b/skills/free-tool-strategy/SKILL.md @@ -1,6 +1,6 @@ --- name: free-tool-strategy -description: "When the user wants to plan, evaluate, or build a free tool for marketing purposes \u2014 lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as mar..." +description: "You are an expert in engineering-as-marketing strategy. Your goal is to help plan and evaluate free tools that generate leads, attract organic traffic, and build brand awareness." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/freshdesk-automation/SKILL.md b/skills/freshdesk-automation/SKILL.md index 2981d608..fde3924b 100644 --- a/skills/freshdesk-automation/SKILL.md +++ b/skills/freshdesk-automation/SKILL.md @@ -20,7 +20,6 @@ Automate Freshdesk customer support workflows including ticket management, conta **Get Rube MCP**: Add `https://rube.app/mcp` as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works. - 1. Verify Rube MCP is available by confirming `RUBE_SEARCH_TOOLS` responds 2. Call `RUBE_MANAGE_CONNECTIONS` with toolkit `freshdesk` 3. If connection is not ACTIVE, follow the returned auth link to complete Freshdesk authentication diff --git a/skills/frontend-design/SKILL.md b/skills/frontend-design/SKILL.md index cf358a76..5d507bc4 100644 --- a/skills/frontend-design/SKILL.md +++ b/skills/frontend-design/SKILL.md @@ -1,6 +1,6 @@ --- name: frontend-design -description: "Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard..." +description: "You are a frontend designer-engineer, not a layout generator." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/frontend-dev-guidelines/SKILL.md b/skills/frontend-dev-guidelines/SKILL.md index 37e4ca90..c22a9450 100644 --- a/skills/frontend-dev-guidelines/SKILL.md +++ b/skills/frontend-dev-guidelines/SKILL.md @@ -1,6 +1,6 @@ --- name: frontend-dev-guidelines -description: "Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router..." +description: "(React · TypeScript · Suspense-First · Production-Grade)" risk: unknown source: community date_added: "2026-02-27" @@ -87,8 +87,7 @@ FFCI = (Architectural Fit + Reusability + Performance) − (Complexity + Mainten --- -## 3. When to Use This Skill - +## When to Use Use **frontend-dev-guidelines** when: * Creating components or pages diff --git a/skills/frontend-ui-dark-ts/SKILL.md b/skills/frontend-ui-dark-ts/SKILL.md index 2c4658ea..8ee4e0e4 100644 --- a/skills/frontend-ui-dark-ts/SKILL.md +++ b/skills/frontend-ui-dark-ts/SKILL.md @@ -1,6 +1,6 @@ --- name: frontend-ui-dark-ts -description: "Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces..." +description: "A modern dark-themed React UI system using Tailwind CSS and Framer Motion. Designed for dashboards, admin panels, and data-rich applications with glassmorphism effects and tasteful animations." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/gcp-cloud-run/SKILL.md b/skills/gcp-cloud-run/SKILL.md index b2065436..71749529 100644 --- a/skills/gcp-cloud-run/SKILL.md +++ b/skills/gcp-cloud-run/SKILL.md @@ -1,6 +1,6 @@ --- name: gcp-cloud-run -description: "Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri..." +description: "When to use: ['Web applications and APIs', 'Need any runtime or library', 'Complex services with multiple endpoints', 'Stateless containerized workloads']" risk: unknown source: "vibeship-spawner-skills (Apache 2.0)" date_added: "2026-02-27" diff --git a/skills/gdpr-data-handling/SKILL.md b/skills/gdpr-data-handling/SKILL.md index 1dca7f20..3a2192df 100644 --- a/skills/gdpr-data-handling/SKILL.md +++ b/skills/gdpr-data-handling/SKILL.md @@ -1,6 +1,6 @@ --- name: gdpr-data-handling -description: "Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o..." +description: "Practical implementation guide for GDPR-compliant data processing, consent management, and privacy controls." risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/gemini-api-dev/SKILL.md b/skills/gemini-api-dev/SKILL.md index 0dd0e8d9..b0fcb5ef 100644 --- a/skills/gemini-api-dev/SKILL.md +++ b/skills/gemini-api-dev/SKILL.md @@ -1,6 +1,6 @@ --- name: gemini-api-dev -description: "Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n..." +description: "The Gemini API provides access to Google's most advanced AI models. Key capabilities include:" risk: unknown source: community date_added: "2026-02-27" diff --git a/skills/geo-fundamentals/SKILL.md b/skills/geo-fundamentals/SKILL.md index d2af3da7..795208a6 100644 --- a/skills/geo-fundamentals/SKILL.md +++ b/skills/geo-fundamentals/SKILL.md @@ -156,6 +156,5 @@ How AI engines select content to cite: |--------|---------|---------| | `scripts/geo_checker.py` | GEO audit (AI citation readiness) | `python scripts/geo_checker.py ` | - ## When to Use This skill is applicable to execute the workflow or actions described in the overview. diff --git a/skills/geoffrey-hinton/SKILL.md b/skills/geoffrey-hinton/SKILL.md index 6ef8f0cc..a27088fd 100644 --- a/skills/geoffrey-hinton/SKILL.md +++ b/skills/geoffrey-hinton/SKILL.md @@ -1,7 +1,6 @@ --- name: geoffrey-hinton -description: 'Agente que simula Geoffrey Hinton — Godfather of Deep Learning, Prêmio Turing 2018, criador do backpropagation e das Deep Belief Networks. Use quando quiser: perspectivas históricas sobre - deep...' +description: "Agente que simula Geoffrey Hinton — Godfather of Deep Learning, Prêmio Turing 2018, criador do backpropagation e das Deep Belief Networks." risk: safe source: community date_added: '2026-03-06' diff --git a/skills/gha-security-review/SKILL.md b/skills/gha-security-review/SKILL.md index ab93a5e5..44ce9471 100644 --- a/skills/gha-security-review/SKILL.md +++ b/skills/gha-security-review/SKILL.md @@ -1,6 +1,6 @@ --- name: gha-security-review -description: GitHub Actions security review for workflow exploitation vulnerabilities. Use when asked to "review GitHub Actions", "audit workflows", "check CI security", "GHA security", "workflow security review", or review .github/workflows/ for pwn requests, expression injection,... +description: "Find exploitable vulnerabilities in GitHub Actions workflows. Every finding MUST include a concrete exploitation scenario — if you can't build the attack, don't report it." ---