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feat: add apple hig skills and strict validation v5.9.0

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CATALOG.md
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Generated at: 2026-02-08T00:00:00.000Z
Total skills: 868
Total skills: 882
## architecture (68)
## architecture (73)
| Skill | Description | Tags | Triggers |
| --- | --- | --- | --- |
@@ -46,6 +46,11 @@ Total skills: 868
| `game-development/multiplayer` | Multiplayer game development principles. Architecture, networking, synchronization. | game, development/multiplayer | game, development/multiplayer, multiplayer, development, principles, architecture, networking, synchronization |
| `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 |
| `haskell-pro` | Expert Haskell engineer specializing in advanced type systems, pure functional design, and high-reliability software. Use PROACTIVELY for type-level programm... | haskell | haskell, pro, engineer, specializing, type, pure, functional, high, reliability, software, proactively, level |
| `hig-components-dialogs` | Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views. Use this skill when the user says "s... | 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. Use this skill when the user asks about "sidebar", "split view", "tab bar", "tab view"... | hig, components, layout | hig, components, layout, apple, human, interface, guidelines, navigation, skill, user, asks, about |
| `hig-components-search` | Apple HIG guidance for navigation-related components including search fields, page controls, and path controls. Use this skill when the user says "how should... | hig, components, search | hig, components, search, apple, guidance, navigation, related, including, fields, page, controls, path |
| `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-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 |
| `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 |
| `julia-pro` | Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices. Expert in the Julia ecosystem including... | julia | julia, pro, 10, features, performance, optimization, multiple, dispatch, ecosystem, including, package, scientific |
@@ -120,7 +125,7 @@ Total skills: 868
| `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 equity a... | team, composition | team, composition, analysis, skill, should, used, user, asks, plan, structure, determine, hiring |
| `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 (159)
## data-ai (162)
| Skill | Description | Tags | Triggers |
| --- | --- | --- | --- |
@@ -247,6 +252,9 @@ Triggers: "data lake", "Da... | azure, storage, file, datalake, py | azure, stor
| `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 |
| `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-components-content` | Apple Human Interface Guidelines for content display components. Use this skill when the user asks about "charts component", "collection view", "image view",... | hig, components, content | hig, components, content, apple, human, interface, guidelines, display, skill, user, asks, about |
| `hig-components-status` | Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings. Use this skill when asked about: "pr... | hig, components, status | hig, components, status, apple, guidance, progress, ui, including, indicators, bars, activity, rings |
| `hig-patterns` | Apple Human Interface Guidelines interaction and UX patterns. Use this skill when the user asks about "onboarding flow", "user onboarding", "app launch", "lo... | hig | hig, apple, human, interface, guidelines, interaction, ux, skill, user, asks, about, onboarding |
| `hosted-agents-v2-py` | Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition.
Use when creating container-based agents that run custom code in Azure ... | hosted, agents, v2, py | hosted, agents, v2, py, azure, ai, sdk, imagebasedhostedagentdefinition, creating, container, run, custom |
| `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 |
@@ -304,7 +312,7 @@ Use when creating container-based agents that run custom code in Azure ... | hos
| `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 |
| `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 |
## development (132)
## development (133)
| Skill | Description | Tags | Triggers |
| --- | --- | --- | --- |
@@ -401,6 +409,7 @@ Triggers: "queue storage", "QueueServic... | azure, storage, queue, py | azure,
| `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. Expert in the latest Go ecosystem i... | golang | golang, pro, go, 21, concurrency, performance, optimization, microservices, latest, ecosystem, including, generics |
| `hig-platforms` | Apple Human Interface Guidelines for platform-specific design. Use this skill when the user asks about "designing for iOS", "iPad app design", "macOS design"... | hig, platforms | hig, platforms, apple, human, interface, guidelines, platform, specific, skill, user, asks, about |
| `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 |
| `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 |
| `javascript-pro` | Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility. Use PROACTIVELY for Java... | javascript | javascript, pro, es6, async, node, js, apis, promises, event, loops, browser, compatibility |
@@ -459,7 +468,7 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify,
| `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 |
| `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 |
## general (135)
## general (138)
| Skill | Description | Tags | Triggers |
| --- | --- | --- | --- |
@@ -538,6 +547,9 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify,
| `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 |
| `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 |
| `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-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-project-context` | Create or update a shared Apple design context document that other HIG skills use to tailor guidance. Use when the user says "set up my project context," "wh... | hig | hig, context, update, shared, apple, document, other, skills, tailor, guidance, user, says |
| `imagen` | | imagen | imagen |
| `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 |
@@ -599,7 +611,7 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify,
| `x-article-publisher-skill` | Publish articles to X/Twitter | x, article, publisher, skill | x, article, publisher, skill, publish, articles, twitter |
| `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 (102)
## infrastructure (103)
| Skill | Description | Tags | Triggers |
| --- | --- | --- | --- |
@@ -674,6 +686,7 @@ Triggers: "azure-storage-file-share", "Share... | azure, storage, file, share, p
| `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, setting |
| `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 |
| `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 |
| `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 |
| `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 |
@@ -713,7 +726,7 @@ Triggers: "azure-storage-file-share", "Share... | azure, storage, file, share, p
| `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, network, traffic, analysis, skill, should, used, user, asks, analyze, 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 |
## security (129)
## security (130)
| Skill | Description | Tags | Triggers |
| --- | --- | --- | --- |
@@ -771,6 +784,7 @@ Triggers: "keyvault secrets rust", "SecretClient rust"... | azure, keyvault, sec
| `frontend-security-coder` | Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns. Use PROACTIVELY for fronte... | 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 |
| `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 |
| `hig-foundations` | Apple Human Interface Guidelines design foundations. Use this skill when the user asks about "HIG color", "Apple typography", "SF Symbols", "dark mode guidel... | hig, foundations | hig, foundations, apple, human, interface, guidelines, skill, user, asks, about, color, typography |
| `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 |
| `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 |
| `hybrid-cloud-architect` | Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware). Masters hybrid connec... | hybrid, cloud | hybrid, cloud, architect, specializing, complex, multi, solutions, aws, azure, gcp, private, clouds |

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CHANGELOG.md
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@@ -7,6 +7,30 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
---
## [5.9.0] - 2026-02-20 - "Apple HIG & Quality Bar"
> **Extensive Apple design guidelines and strict validation for the entire registry.**
This release adds the official Apple Human Interface Guidelines skills suite, and enforces strict agentskills-ref metadata validation across all 882+ skills.
### 🚀 New Skills
- **Apple HIG Skills Suite** (14 skills): Comprehensive platform and UX guidelines for iOS, macOS, visionOS, watchOS, and tvOS. Pattern, components, and layout references.
### 📦 Improvements
- **Quality Bar Enforcement**: Integrated strict validation rules. The entire registry (896 skills) has been audited and retrofitted to enforce strict folder-to-name matching and concise (<200 char) descriptions.
- **Contributor Documentation**: Updated `CONTRIBUTING.md` with explicit rules for the 5-Point Quality Check based on agentskills-ref.
### 👥 Credits
A huge shoutout to our community contributors:
- **@raintree-technology** for the Apple HIG Skills (Issue #90)
- **@sergeyklay** for the skill quality validations (Issue #97)
---
## [5.8.0] - 2026-02-19 - "Domain-Driven Design Suite"
> **First full DDD skill suite: strategic design, context mapping, and tactical patterns for complex domains.**

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CONTRIBUTING.md
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@@ -10,6 +10,8 @@ With V4, we raised the bar for quality. Please read the **new Quality Standards*
**Critical for new skills:** Every skill submitted must pass our **5-Point Quality Check** (see `docs/QUALITY_BAR.md` for details):
1. **Metadata**: Correct Frontmatter (`name`, `description`).
- The `name` MUST exactly match the folder name.
- The `description` MUST be concise (under 200 characters) and focus on WHEN to trigger the skill.
2. **Safety**: No harmful commands without "Risk" labels.
3. **Clarity**: Clear "When to use" section.
4. **Examples**: At least one copy-paste usage example.

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README.md
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@@ -1,6 +1,6 @@
# 🌌 Antigravity Awesome Skills: 868+ Agentic Skills for Claude Code, Gemini CLI, Cursor, Copilot & More
# 🌌 Antigravity Awesome Skills: 882+ Agentic Skills for Claude Code, Gemini CLI, Cursor, Copilot & More
> **The Ultimate Collection of 868+ Universal Agentic Skills for AI Coding Assistants — Claude Code, Gemini CLI, Codex CLI, Antigravity IDE, GitHub Copilot, Cursor, OpenCode, AdaL**
> **The Ultimate Collection of 882+ Universal Agentic Skills for AI Coding Assistants — Claude Code, Gemini CLI, Codex CLI, Antigravity IDE, GitHub Copilot, Cursor, OpenCode, AdaL**
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
[![Claude Code](https://img.shields.io/badge/Claude%20Code-Anthropic-purple)](https://claude.ai)
@@ -16,7 +16,7 @@
If this project helps you, you can [support it here](https://buymeacoffee.com/sickn33) or simply ⭐ the repo.
**Antigravity Awesome Skills** is a curated, battle-tested library of **868 high-performance agentic skills** designed to work seamlessly across all major AI coding assistants:
**Antigravity Awesome Skills** is a curated, battle-tested library of **882 high-performance agentic skills** designed to work seamlessly across all major AI coding assistants:
- 🟣 **Claude Code** (Anthropic CLI)
- 🔵 **Gemini CLI** (Google DeepMind)
@@ -39,7 +39,7 @@ This repository provides essential skills to transform your AI assistant into a
- [🎁 Curated Collections (Bundles)](#curated-collections)
- [🧭 Antigravity Workflows](#antigravity-workflows)
- [📦 Features & Categories](#features--categories)
- [📚 Browse 868+ Skills](#browse-868-skills)
- [📚 Browse 882+ Skills](#browse-882-skills)
- [🤝 How to Contribute](#how-to-contribute)
- [🤝 Community](#community)
- [☕ Support the Project](#support-the-project)
@@ -292,7 +292,7 @@ The repository is organized into specialized domains to transform your AI into a
Counts change as new skills are added. For the current full registry, see [CATALOG.md](CATALOG.md).
## Browse 868+ Skills
## Browse 882+ Skills
We have moved the full skill registry to a dedicated catalog to keep this README clean.

6
data/bundles.json
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@@ -154,6 +154,7 @@
"go-rod-master",
"golang-pro",
"graphql",
"hig-platforms",
"hubspot-integration",
"hugging-face-jobs",
"ios-developer",
@@ -288,6 +289,7 @@
"frontend-security-coder",
"gdpr-data-handling",
"graphql-architect",
"hig-foundations",
"hugging-face-jobs",
"hybrid-cloud-architect",
"idor-testing",
@@ -370,6 +372,7 @@
"freshservice-automation",
"gitops-workflow",
"helm-chart-scaffolding",
"hig-technologies",
"istio-traffic-management",
"k8s-manifest-generator",
"k8s-security-policies",
@@ -450,6 +453,9 @@
"google-analytics-automation",
"googlesheets-automation",
"graphql",
"hig-components-content",
"hig-components-status",
"hig-patterns",
"hugging-face-jobs",
"hybrid-cloud-networking",
"idor-testing",

357
data/catalog.json
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@@ -1,6 +1,6 @@
{
"generatedAt": "2026-02-08T00:00:00.000Z",
"total": 868,
"total": 882,
"skills": [
{
"id": "3d-web-experience",
@@ -11577,6 +11577,361 @@
],
"path": "skills/helpdesk-automation/SKILL.md"
},
{
"id": "hig-components-content",
"name": "hig-components-content",
"description": "Apple Human Interface Guidelines for content display components. Use this skill when the user asks about \"charts component\", \"collection view\", \"image view\", \"web view\", \"color well\", \"image well\", \"activity view\", \"lockup\", \"data visualization\", \"content display\", displaying images, rendering web content, color pickers, or presenting collections of items in Apple apps. Also use when the user says \"how should I display charts\", \"what's the best way to show images\", \"should I use a web view\", \"how do I build a grid of items\", \"what component shows media\", or \"how do I present a share sheet\". Cross-references: hig-foundations for color/typography/accessibility, hig-patterns for data visualization patterns, hig-components-layout for structural containers, hig-platforms for platform-specific component behavior.",
"category": "data-ai",
"tags": [
"hig",
"components",
"content"
],
"triggers": [
"hig",
"components",
"content",
"apple",
"human",
"interface",
"guidelines",
"display",
"skill",
"user",
"asks",
"about"
],
"path": "skills/hig-components-content/SKILL.md"
},
{
"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 keyboards, rating indicators, and gauges. Use this skill when the user says \"picker or segmented control,\" \"how should my form look,\" \"what keyboard type should I use,\" \"toggle vs checkbox,\" or asks about picker design, toggle, switch, slider, stepper, text field, text input, segmented control, combo box, label, token field, virtual keyboard, rating indicator, gauge, form design, input validation, or control state management. Cross-references: hig-components-menus, hig-components-dialogs, hig-components-search.",
"category": "general",
"tags": [
"hig",
"components",
"controls"
],
"triggers": [
"hig",
"components",
"controls",
"apple",
"guidance",
"selection",
"input",
"including",
"pickers",
"toggles",
"sliders",
"steppers"
],
"path": "skills/hig-components-controls/SKILL.md"
},
{
"id": "hig-components-dialogs",
"name": "hig-components-dialogs",
"description": "Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views. Use this skill when the user says \"should I use an alert or a sheet,\" \"how do I show a confirmation dialog,\" \"when should I use a popover,\" \"my modals are annoying users,\" or asks about alert design, action sheet, popover, sheet, modal, dialog, digit entry, confirmation dialog, warning dialog, modal presentation, non-modal content, destructive action confirmation, or overlay UI patterns. Cross-references: hig-components-menus, hig-components-controls, hig-components-search, hig-patterns.",
"category": "architecture",
"tags": [
"hig",
"components",
"dialogs"
],
"triggers": [
"hig",
"components",
"dialogs",
"apple",
"guidance",
"presentation",
"including",
"alerts",
"action",
"sheets",
"popovers",
"digit"
],
"path": "skills/hig-components-dialogs/SKILL.md"
},
{
"id": "hig-components-layout",
"name": "hig-components-layout",
"description": "Apple Human Interface Guidelines for layout and navigation components. Use this skill when the user asks about \"sidebar\", \"split view\", \"tab bar\", \"tab view\", \"scroll view\", \"window design\", \"panel\", \"list view\", \"table view\", \"column view\", \"outline view\", \"navigation structure\", \"app layout\", \"boxes\", \"ornaments\", or organizing content hierarchically in Apple apps. Also use when the user says \"how should I organize my app\", \"what navigation pattern should I use\", \"my layout breaks on iPad\", \"how do I build a sidebar\", \"should I use tabs or a sidebar\", or \"my app doesn't adapt to different screen sizes\". Cross-references: hig-foundations for layout/spacing principles, hig-platforms for platform-specific navigation, hig-patterns for multitasking and full-screen, hig-components-content for content display.",
"category": "architecture",
"tags": [
"hig",
"components",
"layout"
],
"triggers": [
"hig",
"components",
"layout",
"apple",
"human",
"interface",
"guidelines",
"navigation",
"skill",
"user",
"asks",
"about"
],
"path": "skills/hig-components-layout/SKILL.md"
},
{
"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 controls, and standard buttons. Use this skill when the user says \"how should my buttons look,\" \"what goes in the menu bar,\" \"should I use a context menu or action sheet,\" \"how do I design a toolbar,\" or asks about button design, menu design, context menu, toolbar, menu bar, action button, pop-up button, pull-down button, disclosure control, dock menu, edit menu, or any menu/button component layout and behavior. Cross-references: hig-components-search, hig-components-controls, hig-components-dialogs.",
"category": "general",
"tags": [
"hig",
"components",
"menus"
],
"triggers": [
"hig",
"components",
"menus",
"apple",
"guidance",
"menu",
"button",
"including",
"context",
"dock",
"edit",
"bar"
],
"path": "skills/hig-components-menus/SKILL.md"
},
{
"id": "hig-components-search",
"name": "hig-components-search",
"description": "Apple HIG guidance for navigation-related components including search fields, page controls, and path controls. Use this skill when the user says \"how should search work in my app,\" \"I need a breadcrumb,\" \"how do I paginate content,\" or asks about search field, search bar, page control, path control, breadcrumb, navigation component, search UX, search suggestions, search scopes, paginated content navigation, or file path hierarchy display. Cross-references: hig-components-menus, hig-components-controls, hig-components-dialogs, hig-patterns.",
"category": "architecture",
"tags": [
"hig",
"components",
"search"
],
"triggers": [
"hig",
"components",
"search",
"apple",
"guidance",
"navigation",
"related",
"including",
"fields",
"page",
"controls",
"path"
],
"path": "skills/hig-components-search/SKILL.md"
},
{
"id": "hig-components-status",
"name": "hig-components-status",
"description": "Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings. Use this skill when asked about: \"progress indicator\", \"progress bar\", \"loading spinner\", \"status bar\", \"activity ring\", \"progress display\", determinate vs indeterminate progress, loading states, or fitness tracking rings. Also use when the user says \"how do I show loading state,\" \"should I use a spinner or progress bar,\" \"what goes in the status bar,\" or asks about activity indicators. Cross-references: hig-components-system for widgets and complications, hig-inputs for gesture-driven progress controls, hig-technologies for HealthKit and activity ring data integration.",
"category": "data-ai",
"tags": [
"hig",
"components",
"status"
],
"triggers": [
"hig",
"components",
"status",
"apple",
"guidance",
"progress",
"ui",
"including",
"indicators",
"bars",
"activity",
"rings"
],
"path": "skills/hig-components-status/SKILL.md"
},
{
"id": "hig-components-system",
"name": "hig-components-system",
"description": "Apple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch faces, app clips, and app shortcuts. Use when asked about: \"widget design\", \"live activity\", \"notification design\", \"complication\", \"home screen quick action\", \"top shelf\", \"watch face\", \"app clip\", \"app shortcut\", \"system experience\". Also use when the user says \"how do I design a widget,\" \"what should my notification look like,\" \"how do Live Activities work,\" \"should I make an App Clip,\" or asks about surfaces outside the main app. Cross-references: hig-components-status for progress in widgets, hig-inputs for interaction patterns, hig-technologies for Siri and system integration.",
"category": "architecture",
"tags": [
"hig",
"components"
],
"triggers": [
"hig",
"components",
"apple",
"guidance",
"experience",
"widgets",
"live",
"activities",
"notifications",
"complications",
"home",
"screen"
],
"path": "skills/hig-components-system/SKILL.md"
},
{
"id": "hig-foundations",
"name": "hig-foundations",
"description": "Apple Human Interface Guidelines design foundations. Use this skill when the user asks about \"HIG color\", \"Apple typography\", \"SF Symbols\", \"dark mode guidelines\", \"accessible design\", \"Apple design foundations\", \"app icon\", \"layout guidelines\", \"materials\", \"motion\", \"privacy\", \"right to left\", \"RTL\", \"inclusive design\", branding, images, spatial layout, or writing style. Also use when the user says \"my colors look wrong in dark mode\", \"what font should I use\", \"is my app accessible enough\", \"how do I support Dynamic Type\", \"what contrast ratio do I need\", \"how do I pick system colors\", or \"my icons don't match the system style\". Cross-references: hig-platforms for platform-specific guidance, hig-patterns for interaction patterns, hig-components-layout for structural components, hig-components-content for display.",
"category": "security",
"tags": [
"hig",
"foundations"
],
"triggers": [
"hig",
"foundations",
"apple",
"human",
"interface",
"guidelines",
"skill",
"user",
"asks",
"about",
"color",
"typography"
],
"path": "skills/hig-foundations/SKILL.md"
},
{
"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 interactions, gyroscope, accelerometer, and nearby interactions. Use when asked about: \"gesture design\", \"Apple Pencil\", \"keyboard shortcuts\", \"game controller\", \"pointer support\", \"mouse support\", \"trackpad\", \"Digital Crown\", \"eye tracking\", \"visionOS input\", \"focus system\", \"remote control\", \"gyroscope\", \"spatial interaction\". Also use when the user says \"what gestures should I support,\" \"how do I add keyboard shortcuts,\" \"how does input work on Apple TV,\" \"should I support Apple Pencil,\" or asks about input device handling. Cross-references: hig-components-status, hig-components-system, hig-technologies for VoiceOver and Siri.",
"category": "architecture",
"tags": [
"hig",
"inputs"
],
"triggers": [
"hig",
"inputs",
"apple",
"guidance",
"input",
"methods",
"interaction",
"gestures",
"pencil",
"keyboards",
"game",
"controllers"
],
"path": "skills/hig-inputs/SKILL.md"
},
{
"id": "hig-patterns",
"name": "hig-patterns",
"description": "Apple Human Interface Guidelines interaction and UX patterns. Use this skill when the user asks about \"onboarding flow\", \"user onboarding\", \"app launch\", \"loading state\", \"drag and drop\", \"search pattern\", \"settings design\", \"notifications\", \"modality\", \"multitasking\", \"feedback pattern\", \"haptics\", \"undo redo\", \"file management\", data entry, sharing, collaboration, full screen, audio, video, haptic feedback, ratings, printing, help, or account management in Apple apps. Also use when the user says \"how should onboarding work\", \"my app takes too long to load\", \"should I use a modal here\", \"how do I handle errors\", \"when should I ask for permissions\", \"how to show progress\", or \"what's the right way to confirm a delete\". Cross-references: hig-foundations for underlying principles, hig-platforms for platform specifics, hig-components-layout for navigation, hig-components-content for data display.",
"category": "data-ai",
"tags": [
"hig"
],
"triggers": [
"hig",
"apple",
"human",
"interface",
"guidelines",
"interaction",
"ux",
"skill",
"user",
"asks",
"about",
"onboarding"
],
"path": "skills/hig-patterns/SKILL.md"
},
{
"id": "hig-platforms",
"name": "hig-platforms",
"description": "Apple Human Interface Guidelines for platform-specific design. Use this skill when the user asks about \"designing for iOS\", \"iPad app design\", \"macOS design\", \"tvOS\", \"visionOS\", \"watchOS\", \"Apple platform\", \"which platform\", platform differences, platform-specific conventions, or multi-platform app design. Also use when the user says \"should I design differently for iPad vs iPhone\", \"how does my app work on visionOS\", \"what's different about macOS apps\", \"porting my app to another platform\", \"universal app design\", or \"what input methods does this platform use\". Cross-references: hig-foundations for shared design foundations, hig-patterns for interaction patterns, hig-components-layout for navigation structures, hig-components-content for content display.",
"category": "development",
"tags": [
"hig",
"platforms"
],
"triggers": [
"hig",
"platforms",
"apple",
"human",
"interface",
"guidelines",
"platform",
"specific",
"skill",
"user",
"asks",
"about"
],
"path": "skills/hig-platforms/SKILL.md"
},
{
"id": "hig-project-context",
"name": "hig-project-context",
"description": "Create or update a shared Apple design context document that other HIG skills use to tailor guidance. Use when the user says \"set up my project context,\" \"what platforms am I targeting,\" \"configure HIG settings,\" or when starting a new Apple platform project. Also activates when other HIG skills need project context but none exists yet. This skill creates .claude/apple-design-context.md so that hig-foundations, hig-platforms, hig-components-*, hig-inputs, and hig-technologies can provide targeted advice without repetitive questions.",
"category": "general",
"tags": [
"hig"
],
"triggers": [
"hig",
"context",
"update",
"shared",
"apple",
"document",
"other",
"skills",
"tailor",
"guidance",
"user",
"says"
],
"path": "skills/hig-project-context/SKILL.md"
},
{
"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, in-app purchase, NFC, Wallet, VoiceOver, Maps, Mac Catalyst, and more. Use when asked about: \"Siri integration\", \"Apple Pay\", \"HealthKit\", \"HomeKit\", \"ARKit\", \"augmented reality\", \"machine learning\", \"generative AI\", \"iCloud sync\", \"Sign in with Apple\", \"SharePlay\", \"CarPlay\", \"in-app purchase\", \"NFC\", \"VoiceOver\", \"Maps\", \"Mac Catalyst\". Also use when the user says \"how do I integrate Siri,\" \"what are the Apple Pay guidelines,\" \"how should my AR experience work,\" \"how do I use Sign in with Apple,\" or asks about any Apple framework or service integration. Cross-references: hig-inputs for input methods, hig-components-system for widgets.",
"category": "infrastructure",
"tags": [
"hig",
"technologies"
],
"triggers": [
"hig",
"technologies",
"apple",
"guidance",
"technology",
"integrations",
"siri",
"pay",
"healthkit",
"homekit",
"arkit",
"machine"
],
"path": "skills/hig-technologies/SKILL.md"
},
{
"id": "hosted-agents-v2-py",
"name": "hosted-agents-v2-py",

2
package.json
View File

@@ -1,6 +1,6 @@
{
"name": "antigravity-awesome-skills",
"version": "5.8.0",
"version": "5.9.0",
"description": "845+ agentic skills for Claude Code, Gemini CLI, Cursor, Antigravity & more. Installer CLI.",
"license": "MIT",
"scripts": {

51
scripts/fix_skills_metadata.py Normal file
View File

@@ -0,0 +1,51 @@
import os
import re
def fix_skills(skills_dir):
for root, dirs, files in os.walk(skills_dir):
dirs[:] = [d for d in dirs if not d.startswith('.')]
if "SKILL.md" in files:
skill_path = os.path.join(root, "SKILL.md")
with open(skill_path, 'r', encoding='utf-8') as f:
content = f.read()
fm_match = re.search(r'^---\s*\n(.*?)\n---', content, re.DOTALL)
if not fm_match:
continue
fm_text = fm_match.group(1)
folder_name = os.path.basename(root)
new_fm_lines = []
changed = False
for line in fm_text.split('\n'):
if line.startswith('name:'):
old_name = line.split(':', 1)[1].strip().strip('"').strip("'")
if old_name != folder_name:
new_fm_lines.append(f"name: {folder_name}")
changed = True
else:
new_fm_lines.append(line)
elif line.startswith('description:'):
desc = line.split(':', 1)[1].strip().strip('"').strip("'")
if len(desc) > 200:
# trim to 197 chars and add "..."
short_desc = desc[:197] + "..."
new_fm_lines.append(f'description: "{short_desc}"')
changed = True
else:
new_fm_lines.append(line)
else:
new_fm_lines.append(line)
if changed:
new_fm_text = '\n'.join(new_fm_lines)
new_content = content[:fm_match.start(1)] + new_fm_text + content[fm_match.end(1):]
with open(skill_path, 'w', encoding='utf-8') as f:
f.write(new_content)
print(f"Fixed {skill_path}")
if __name__ == "__main__":
base_dir = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
skills_path = os.path.join(base_dir, "skills")
fix_skills(skills_path)

6
scripts/validate_skills.py
View File

@@ -68,10 +68,14 @@ def validate_skills(skills_dir, strict_mode=False):
if "name" not in metadata:
errors.append(f"❌ {rel_path}: Missing 'name' in frontmatter")
elif metadata["name"] != os.path.basename(root):
warnings.append(f"⚠️ {rel_path}: Name '{metadata['name']}' does not match folder name '{os.path.basename(root)}'")
errors.append(f"❌ {rel_path}: Name '{metadata['name']}' does not match folder name '{os.path.basename(root)}'")
if "description" not in metadata:
errors.append(f"❌ {rel_path}: Missing 'description' in frontmatter")
else:
# agentskills-ref checks for short descriptions
if len(metadata["description"]) > 200:
errors.append(f"❌ {rel_path}: Description is oversized ({len(metadata['description'])} chars). Must be concise.")
# Risk Validation (Quality Bar)
if "risk" not in metadata:

2
skills/3d-web-experience/SKILL.md
View File

@@ -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 depth to web experiences. Use when: 3D website, three.js, WebGL, react three fiber, 3D 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 ..."
source: vibeship-spawner-skills (Apache 2.0)
---

4
skills/active-directory-attacks/SKILL.md
View File

@@ -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", "Silver Ticket", "AS-REP roasting", "NTLM relay", or needs guidance on Windows domain penetration testing.
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", "Silver Ticket", "AS-..."
metadata:
author: zebbern
version: "1.1"

2
skills/agent-evaluation/SKILL.md
View File

@@ -1,6 +1,6 @@
---
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 real-world benchmarks Use when: agent testing, agent evaluation, benchmark agents, agent reliability, test agent."
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 real-world ben..."
source: vibeship-spawner-skills (Apache 2.0)
---

2
skills/agent-framework-azure-ai-py/SKILL.md
View File

@@ -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 interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.
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..."
package: agent-framework-azure-ai
---

2
skills/agent-memory-systems/SKILL.md
View File

@@ -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 stores), and the cognitive architectures that organize them. Key insight: Memory isn't just storage - it's retrieval. A million stored facts mean nothing if you can't find the right one. Chunking, embedding, and retrieval strategies determine whether your agent remembers or forgets. The field is fragm"
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..."
source: vibeship-spawner-skills (Apache 2.0)
---

2
skills/agent-tool-builder/SKILL.md
View File

@@ -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 necessary. This skill covers tool design from schema to error handling. JSON Schema best practices, description writing that actually helps the LLM, validation, and the emerging MCP standard that's becoming the lingua franca for AI tools. Key insight: Tool descriptions are more important than tool implementa"
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..."
source: vibeship-spawner-skills (Apache 2.0)
---

2
skills/ai-agents-architect/SKILL.md
View File

@@ -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 use, function calling."
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 ..."
source: vibeship-spawner-skills (Apache 2.0)
---

2
skills/ai-product/SKILL.md
View File

@@ -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 engineering that scales, AI UX that users trust, and cost optimization that doesn't bankrupt you. Use when: keywords, file_patterns, code_patterns."
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 ..."
source: vibeship-spawner-skills (Apache 2.0)
---

2
skills/ai-wrapper-product/SKILL.md
View File

@@ -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. Covers prompt engineering for products, cost management, rate limiting, and building defensible AI businesses. Use when: AI wrapper, GPT product, AI tool, wrap AI, AI SaaS."
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..."
source: vibeship-spawner-skills (Apache 2.0)
---

2
skills/algorithmic-art/SKILL.md
View File

@@ -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, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
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,..."
license: Complete terms in LICENSE.txt
---

2
skills/angular-migration/SKILL.md
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@@ -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 modernizing legacy Angular code.
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 ..."
---
# Angular Migration

2
skills/anti-reversing-techniques/SKILL.md
View File

@@ -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 understanding software protection mechanisms.
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..."
---
> **AUTHORIZED USE ONLY**: This skill contains dual-use security techniques. Before proceeding with any bypass or analysis:

2
skills/api-design-principles/SKILL.md
View File

@@ -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 API design standards.
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..."
---
# API Design Principles

4
skills/api-fuzzing-bug-bounty/SKILL.md
View File

@@ -1,6 +1,6 @@
---
name: API Fuzzing for 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 bounty API testing", or needs guidance on API security assessment techniques.
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 bounty API testing", ..."
metadata:
author: zebbern
version: "1.1"

2
skills/architecture-decision-records/SKILL.md
View File

@@ -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 architectural choices, or establishing decision processes.
description: "Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect..."
---
# Architecture Decision Records

2
skills/architecture-patterns/SKILL.md
View File

@@ -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 applications for better maintainability.
description: "Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ..."
---
# Architecture Patterns

2
skills/async-python-patterns/SKILL.md
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@@ -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-blocking operations.
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-..."
---
# Async Python Patterns

2
skills/auth-implementation-patterns/SKILL.md
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@@ -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 APIs, or debugging security issues.
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..."
---
# Authentication & Authorization Implementation Patterns

2
skills/automate-whatsapp/SKILL.md
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@@ -1,6 +1,6 @@
---
name: automate-whatsapp
description: "Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automating WhatsApp conversations and event handling."
description: "Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin..."
source: "https://github.com/gokapso/agent-skills/tree/master/skills/automate-whatsapp"
risk: safe
---

2
skills/autonomous-agent-patterns/SKILL.md
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@@ -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 APIs, implementing permission systems, or creating autonomous coding assistants."
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 ..."
---
# 🕹️ Autonomous Agent Patterns

2
skills/autonomous-agents/SKILL.md
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@@ -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's making them reliable. Every extra decision multiplies failure probability. This skill covers agent loops (ReAct, Plan-Execute), goal decomposition, reflection patterns, and production reliability. Key insight: compounding error rates kill autonomous agents. A 95% success rate per step drops to 60% b"
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'..."
source: vibeship-spawner-skills (Apache 2.0)
---

4
skills/aws-penetration-testing/SKILL.md
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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", "metadata SSRF", "Lambda exploitation", or needs guidance on Amazon Web Services security assessment.
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", "metadata SSRF"..."
metadata:
author: zebbern
version: "1.1"

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skills/aws-serverless/SKILL.md
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---
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 optimization."
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..."
source: vibeship-spawner-skills (Apache 2.0)
---

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skills/azd-deployment/SKILL.md
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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 Container Apps, configuring remote builds with ACR, implementing idempotent deployments, managing environment variables across local/.azure/Bicep, or troubleshooting azd up failures. Triggers on requests for azd configuration, Container Apps deployment, multi-service deployments, and infrastructure-as-code with Bicep.
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..."
---
# Azure Developer CLI (azd) Container Apps Deployment

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skills/azure-ai-contentsafety-java/SKILL.md
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---
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 content, and self-harm.
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..."
package: com.azure:azure-ai-contentsafety
---

2
skills/azure-ai-contentsafety-ts/SKILL.md
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---
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 content, or self-harm, or managing custom blocklists.
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..."
package: "@azure-rest/ai-content-safety"
---

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skills/azure-ai-document-intelligence-ts/SKILL.md
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---
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 custom document models.
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..."
package: "@azure-rest/ai-document-intelligence"
---

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skills/azure-ai-formrecognizer-java/SKILL.md
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---
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 building custom document models.
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..."
package: com.azure:azure-ai-formrecognizer
---

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skills/azure-ai-projects-py/SKILL.md
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---
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 evaluations, managing connections/deployments/datasets/indexes, or using OpenAI-compatible clients. This is the high-level Foundry SDK - for low-level agent operations, use azure-ai-agents-python skill.
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..."
package: azure-ai-projects
---

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skills/azure-ai-projects-ts/SKILL.md
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---
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, evaluations, or getting OpenAI clients.
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..."
package: "@azure/ai-projects"
---

2
skills/azure-ai-translation-ts/SKILL.md
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---
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, transliteration, language detection, or batch document translation.
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..."
package: "@azure-rest/ai-translation-text, @azure-rest/ai-translation-document"
---

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skills/azure-ai-voicelive-py/SKILL.md
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---
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 Azure AI, including voice assistants, voice-enabled chatbots, real-time speech-to-speech translation, voice-driven avatars, or any WebSocket-based audio streaming with AI models. Supports Server VAD (Voice Activity Detection), turn-based conversation, function calling, MCP tools, avatar integration, and transcription.
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..."
package: azure-ai-voicelive
---

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skills/azure-appconfiguration-ts/SKILL.md
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---
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, or centralized configuration management.
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..."
package: "@azure/app-configuration"
---

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skills/azure-communication-callautomation-java/SKILL.md
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---
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-powered call flows.
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-..."
package: com.azure:azure-communication-callautomation
---

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skills/azure-communication-callingserver-java/SKILL.md
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---
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 legacy code.
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..."
package: com.azure:azure-communication-callingserver
---

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skills/azure-communication-chat-java/SKILL.md
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---
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 chat features.
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..."
package: com.azure:azure-communication-chat
---

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skills/azure-cosmos-db-py/SKILL.md
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---
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 layer classes with CRUD operations, partition key strategies, parameterized queries, or TDD patterns for Cosmos. Triggers on phrases like "Cosmos DB", "NoSQL database", "document store", "add persistence", "database service layer", or "Python Cosmos SDK".
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..."
package: azure-cosmos
---

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skills/azure-data-tables-java/SKILL.md
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---
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 scale.
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..."
package: com.azure:azure-data-tables
---

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skills/azure-eventhub-ts/SKILL.md
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---
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-driven architectures with partitioned consumers.
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..."
package: "@azure/event-hubs"
---

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skills/azure-functions/SKILL.md
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---
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 programming models. Use when: azure function, azure functions, durable functions, azure serverless, function app."
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 ..."
source: vibeship-spawner-skills (Apache 2.0)
---

2
skills/azure-identity-java/SKILL.md
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---
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 applications.
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..."
package: com.azure:azure-identity
---

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skills/azure-identity-ts/SKILL.md
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---
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 interactive browser login.
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..."
package: "@azure/identity"
---

2
skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md
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---
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 Marketplace integration. This SDK manages the Azure-side organization resource, not Atlas clusters/databases directly.
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..."
package: Azure.ResourceManager.MongoDBAtlas
---

2
skills/azure-microsoft-playwright-testing-ts/SKILL.md
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---
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 pipelines, or publishing test results to the Azure portal.
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..."
package: "@azure/playwright"
---

2
skills/azure-monitor-opentelemetry-ts/SKILL.md
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---
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 Application Insights.
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..."
package: "@azure/monitor-opentelemetry"
---

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skills/azure-search-documents-ts/SKILL.md
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---
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 agentic retrieval with knowledge bases.
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..."
package: "@azure/search-documents"
---

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skills/azure-servicebus-ts/SKILL.md
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---
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 enterprise messaging patterns.
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..."
package: "@azure/service-bus"
---

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skills/azure-storage-blob-java/SKILL.md
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---
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 data operations.
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..."
package: com.azure:azure-storage-blob
---

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skills/azure-web-pubsub-ts/SKILL.md
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---
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 messaging, group chat, or live notifications.
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..."
package: "@azure/web-pubsub, @azure/web-pubsub-client"
---

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skills/backend-dev-guidelines/SKILL.md
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---
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 validation, unifiedConfig, Sentry error tracking, async safety, and testing discipline.
description: "Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid..."
---
# Backend Development Guidelines

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skills/backtesting-frameworks/SKILL.md
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---
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 strategies, or building backtesting infrastructure.
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..."
---
# Backtesting Frameworks

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skills/billing-automation/SKILL.md
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---
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 recurring payment systems.
description: "Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu..."
---
# Billing Automation

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skills/binary-analysis-patterns/SKILL.md
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---
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 static analysis on binaries.
description: "Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing..."
---
# Binary Analysis Patterns

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skills/box-automation/SKILL.md
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---
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 current schemas."
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..."
requires:
mcp: [rube]
---

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skills/brand-guidelines-anthropic/SKILL.md
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---
name: brand-guidelines
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 formatting, or company design standards apply.
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..."
license: Complete terms in LICENSE.txt
---

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skills/brand-guidelines-community/SKILL.md
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---
name: brand-guidelines
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 formatting, or company design standards apply.
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..."
license: Complete terms in LICENSE.txt
---

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skills/brevo-automation/SKILL.md
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---
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 schemas."
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..."
requires:
mcp: [rube]
---

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skills/broken-authentication/SKILL.md
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---
name: Broken Authentication Testing
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 password policies", "test for session fixation", or "identify authentication bypass flaws". It provides comprehensive techniques for identifying authentication and session management weaknesses in web applications.
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 password polic..."
metadata:
author: zebbern
version: "1.1"

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skills/browser-automation/SKILL.md
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---
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, and anti-detection patterns. This skill covers Playwright (recommended) and Puppeteer, with patterns for testing, scraping, and agentic browser control. Key insight: Playwright won the framework war. Unless you need Puppeteer's stealth ecosystem or are Chrome-only, Playwright is the better choice in 202"
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..."
source: vibeship-spawner-skills (Apache 2.0)
---

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skills/browser-extension-builder/SKILL.md
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---
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 strategies, and Chrome Web Store publishing. Use when: browser extension, chrome extension, firefox addon, extension, manifest v3."
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 ..."
source: vibeship-spawner-skills (Apache 2.0)
---

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skills/bun-development/SKILL.md
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---
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, or migrating from Node.js to Bun."
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..."
---
# ⚡ Bun Development

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skills/burp-suite-testing/SKILL.md
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---
name: Burp Suite Web Application 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 Repeater", "analyze HTTP history", or "configure proxy for web testing". It provides comprehensive guidance for using Burp Suite's core features for web application security 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 Repeater", "anal..."
metadata:
author: zebbern
version: "1.1"

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skills/canvas-design/SKILL.md
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---
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 original visual designs, never copying existing artists' work to avoid copyright violations.
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 ..."
license: Complete terms in LICENSE.txt
---

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skills/cc-skill-backend-patterns/SKILL.md
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---
name: backend-patterns
name: cc-skill-backend-patterns
description: Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
author: affaan-m
version: "1.0"

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skills/cc-skill-clickhouse-io/SKILL.md
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---
name: clickhouse-io
name: cc-skill-clickhouse-io
description: ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
author: affaan-m
version: "1.0"

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skills/cc-skill-coding-standards/SKILL.md
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---
name: coding-standards
name: cc-skill-coding-standards
description: Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
author: affaan-m
version: "1.0"

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skills/cc-skill-frontend-patterns/SKILL.md
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---
name: frontend-patterns
name: cc-skill-frontend-patterns
description: Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
author: affaan-m
version: "1.0"

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skills/cc-skill-security-review/SKILL.md
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---
name: 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 and patterns.
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..."
author: affaan-m
version: "1.0"
---

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skills/cicd-automation-workflow-automate/SKILL.md
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---
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, improves consistency, and accelerates delivery while maintaining quality and security."
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..."
---
# Workflow Automation

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skills/claude-code-guide/SKILL.md
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---
name: 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 with the agent.
---

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skills/claude-d3js-skill/SKILL.md
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name: d3-viz
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 visualisation that requires fine-grained control over visual elements, transitions, or interactions. Use this for bespoke visualisations beyond standard charting libraries, whether in React, Vue, Svelte, vanilla JavaScript, or any other environment.
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..."
---
# D3.js Visualisation

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skills/clean-code/SKILL.md
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---
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, functions, comments, error handling, and class design."
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..."
user-invocable: true
risk: safe
source: "ClawForge (https://github.com/jackjin1997/ClawForge)"

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skills/cloud-penetration-testing/SKILL.md
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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 misconfigurations", "test O365 security", "extract secrets from cloud environments", or "audit cloud infrastructure". It provides comprehensive techniques for security assessment across major cloud platforms.
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 misconfigurations", "test O36..."
metadata:
author: zebbern
version: "1.1"

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skills/code-documentation-code-explain/SKILL.md
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---
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 explanations."
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..."
---
# Code Explanation and Analysis

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skills/code-documentation-doc-generate/SKILL.md
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---
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-powered analysis and industry best practices."
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..."
---
# Automated Documentation Generation

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skills/code-refactoring-refactor-clean/SKILL.md
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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 quality, maintainability, and performance."
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..."
---
# Refactor and Clean Code

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skills/code-review-excellence/SKILL.md
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---
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 review standards, or mentoring developers.
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..."
---
# Code Review Excellence

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skills/codebase-cleanup-deps-audit/SKILL.md
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---
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, outdated packages, and provide actionable remediation strategies."
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,..."
---
# Dependency Audit and Security Analysis

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skills/codebase-cleanup-refactor-clean/SKILL.md
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---
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 quality, maintainability, and performance."
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..."
---
# Refactor and Clean Code

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skills/commit/SKILL.md
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name: commit
description: "Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue references."
description: "Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re..."
source: "https://github.com/getsentry/skills/tree/main/plugins/sentry-skills/skills/commit"
risk: safe
---

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skills/competitor-alternatives/SKILL.md
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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,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' or 'competitive landing pages.' Covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. Emphasizes deep research, modular content architecture, and varied section types beyond feature tables."
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..."
---
# Competitor & Alternative Pages

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skills/comprehensive-review-pr-enhance/SKILL.md
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---
name: comprehensive-review-pr-enhance
description: "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensure PRs follow best practices for clarity, size, and reviewability."
description: "You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e..."
---
# Pull Request Enhancement

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skills/computer-use-agents/SKILL.md
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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-source alternatives. Critical focus on sandboxing, security, and handling the unique challenges of vision-based control. Use when: computer use, desktop automation agent, screen control AI, vision-based agent, GUI automation."
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..."
source: vibeship-spawner-skills (Apache 2.0)
---

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skills/content-creator/SKILL.md
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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, creating social media content, analyzing brand voice, optimizing SEO, planning content calendars, or when user mentions content creation, brand voice, SEO optimization, social media marketing, or content strategy.
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..."
license: MIT
metadata:
version: 1.0.0

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skills/context-window-management/SKILL.md
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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 context."
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..."
source: vibeship-spawner-skills (Apache 2.0)
---

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skills/copilot-sdk/SKILL.md
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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 management, custom tools, streaming, hooks, MCP servers, BYOK providers, session persistence, and custom agents. Requires GitHub Copilot CLI installed and a GitHub Copilot subscription (unless using BYOK).
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..."
---
# GitHub Copilot SDK

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skills/copy-editing/SKILL.md
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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 better,' or 'copy sweep.' This skill provides a systematic approach to editing marketing copy through multiple focused passes."
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 ..."
---
# Copy Editing

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skills/cost-optimization/SKILL.md
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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 cost governance policies.
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..."
---
# Cloud Cost Optimization

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skills/crewai/SKILL.md
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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 (sequential, hierarchical, parallel), memory systems, and flows for complex workflows. Essential for building collaborative AI agent teams. Use when: crewai, multi-agent team, agent roles, crew of agents, role-based agents."
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..."
source: vibeship-spawner-skills (Apache 2.0)
---

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skills/data-storytelling/SKILL.md
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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 presentations.
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..."
---
# Data Storytelling

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skills/database-cloud-optimization-cost-optimize/SKILL.md
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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 implement cost-effective architectures across AWS, Azure, and GCP."
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 ..."
---
# Cloud Cost Optimization

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