diff --git a/CATALOG.md b/CATALOG.md index a68f59cd..63e57d4d 100644 --- a/CATALOG.md +++ b/CATALOG.md @@ -2,12 +2,13 @@ Generated at: 2026-02-08T00:00:00.000Z -Total skills: 944 +Total skills: 947 -## architecture (65) +## architecture (73) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | +| `angular` | Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns. Use PROACTIV... | angular | angular, v20, deep, knowledge, signals, standalone, components, zoneless, applications, ssr, hydration, reactive | | `angular-state-management` | Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solu... | angular, state | angular, state, signals, ngrx, rxjs, setting, up, global, managing, component, stores, choosing | | `architect-review` | Master software architect specializing in modern architecture patterns, clean architecture, microservices, event-driven systems, and DDD. Reviews system desi... | | architect, review, software, specializing, architecture, clean, microservices, event, driven, ddd, reviews, designs | | `architecture` | Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing ... | architecture | architecture, architectural, decision, making, framework, requirements, analysis, trade, off, evaluation, adr, documentation | @@ -19,34 +20,59 @@ Total skills: 944 | `brainstorming` | Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and ... | brainstorming | brainstorming, before, creative, constructive, work, features, architecture, behavior, transforms, vague, ideas, validated | | `browser-extension-builder` | Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, c... | browser, extension, builder | browser, extension, builder, building, extensions, solve, real, problems, chrome, firefox, cross, covers | | `c4-architecture-c4-architecture` | Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach. | c4, architecture | c4, architecture, generate, documentation, existing, repository, codebase, bottom, up, analysis, approach | -| `c4-code` | Expert C4 Code-level documentation specialist. Analyzes code | c4, code | c4, code, level, documentation, analyzes | -| `c4-component` | Expert C4 Component-level documentation specialist. Synthesizes C4 | c4, component | c4, component, level, documentation, synthesizes | -| `c4-container` | Expert C4 Container-level documentation specialist. Synthesizes | c4, container | c4, container, level, documentation, synthesizes | -| `c4-context` | Expert C4 Context-level documentation specialist. Creates | c4 | c4, context, level, documentation, creates | +| `c4-code` | Expert C4 Code-level documentation specialist. Analyzes code +directories to create comprehensive C4 code-level documentation including +function signatures, a... | c4, code | c4, code, level, documentation, analyzes, directories, including, function, signatures, arguments, dependencies, structure | +| `c4-component` | Expert C4 Component-level documentation specialist. Synthesizes C4 +Code-level documentation into Component-level architecture, defining component +boundaries,... | c4, component | c4, component, level, documentation, synthesizes, code, architecture, defining, boundaries, interfaces, relationships, creates | +| `c4-context` | Expert C4 Context-level documentation specialist. Creates +high-level system context diagrams, documents personas, user journeys, system +features, and externa... | c4 | c4, context, level, documentation, creates, high, diagrams, documents, personas, user, journeys, features | | `calendly-automation` | Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search... | calendly | calendly, automation, automate, scheduling, event, invitee, tracking, availability, checks, organization, administration, via | | `cloudformation-best-practices` | CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates. | cloudformation, best, practices | cloudformation, best, practices, optimization, nested, stacks, drift, detection, writing, reviewing, cf | | `code-refactoring-refactor-clean` | You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and r... | code, refactoring, refactor, clean | code, refactoring, refactor, clean, specializing, principles, solid, software, engineering, analyze, provided, improve | | `codebase-cleanup-refactor-clean` | You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and r... | codebase, cleanup, refactor, clean | codebase, cleanup, refactor, clean, code, refactoring, specializing, principles, solid, software, engineering, analyze | | `context-degradation` | Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash | degradation | degradation, context, recognize, failure, lost, middle, poisoning, distraction, clash | | `core-components` | Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library. | core, components | core, components, component, library, building, ui, tokens, working | +| `cpp-pro` | Write idiomatic C++ code with modern features, RAII, smart +pointers, and STL algorithms. Handles templates, move semantics, and +performance optimization. Use... | cpp | cpp, pro, write, idiomatic, code, features, raii, smart, pointers, stl, algorithms, move | | `cqrs-implementation` | Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or bu... | cqrs | cqrs, command, query, responsibility, segregation, scalable, architectures, separating, read, write, models, optimizing | | `ddd-context-mapping` | Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns. | ddd, context-map, anti-corruption-layer, integration | ddd, context-map, anti-corruption-layer, integration, context, mapping, map, relationships, between, bounded, contexts, define | | `ddd-strategic-design` | Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains. | ddd, strategic-design, bounded-context, ubiquitous-language | ddd, strategic-design, bounded-context, ubiquitous-language, strategic, artifacts, including, subdomains, bounded, contexts, ubiquitous, language | | `ddd-tactical-patterns` | Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants. | ddd, tactical, aggregates, value-objects, domain-events | ddd, tactical, aggregates, value-objects, domain-events, apply, code, entities, value, objects, repositories, domain | | `doc-coauthoring` | Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision do... | doc, coauthoring | doc, coauthoring, users, through, structured, co, authoring, documentation, user, wants, write, proposals | +| `docs-architect` | Creates comprehensive technical documentation from existing +codebases. Analyzes architecture, design patterns, and implementation details +to produce long-for... | docs | docs, architect, creates, technical, documentation, existing, codebases, analyzes, architecture, details, produce, long | | `domain-driven-design` | Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns. | ddd, domain, bounded-context, architecture | ddd, domain, bounded-context, architecture, driven, plan, route, work, strategic, modeling, tactical, evented | -| `elixir-pro` | Write idiomatic Elixir code with OTP patterns, supervision trees, | elixir | elixir, pro, write, idiomatic, code, otp, supervision, trees | -| `error-detective` | Search logs and codebases for error patterns, stack traces, and | error, detective | error, detective, search, logs, codebases, stack, traces | +| `elixir-pro` | Write idiomatic Elixir code with OTP patterns, supervision trees, +and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed +systems. Use PR... | elixir | elixir, pro, write, idiomatic, code, otp, supervision, trees, phoenix, liveview, masters, concurrency | +| `error-detective` | Search logs and codebases for error patterns, stack traces, and +anomalies. Correlates errors across systems and identifies root causes. Use +PROACTIVELY when ... | error, detective | error, detective, search, logs, codebases, stack, traces, anomalies, correlates, errors, identifies, root | | `error-handling-patterns` | Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applicatio... | error, handling | error, handling, languages, including, exceptions, result, types, propagation, graceful, degradation, resilient, applications | | `event-sourcing-architect` | Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual con... | event, sourcing | event, sourcing, architect, cqrs, driven, architecture, masters, store, projection, building, saga, orchestration | | `event-store-design` | Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implement... | event, store | event, store, stores, sourced, building, sourcing, infrastructure, choosing, technologies, implementing, persistence | | `game-development/multiplayer` | Multiplayer game development principles. Architecture, networking, synchronization. | game, development/multiplayer | game, development/multiplayer, multiplayer, development, principles, architecture, networking, synchronization | | `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-patterns` | > | hig | hig | +| `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 | | `kotlin-coroutines-expert` | Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing. | kotlin, coroutines | kotlin, coroutines, flow, covering, structured, concurrency, error, handling, testing | +| `minecraft-bukkit-pro` | Master Minecraft server plugin development with Bukkit, Spigot, and +Paper APIs. Specializes in event-driven architecture, command systems, world +manipulation... | minecraft, bukkit | minecraft, bukkit, pro, server, plugin, development, spigot, paper, apis, specializes, event, driven | | `monorepo-architect` | Expert in monorepo architecture, build systems, and dependency management at scale. Masters Nx, Turborepo, Bazel, and Lerna for efficient multi-project devel... | monorepo | monorepo, architect, architecture, dependency, scale, masters, nx, turborepo, bazel, lerna, efficient, multi | | `multi-agent-patterns` | Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures | multi, agent | multi, agent, orchestrator, peer, hierarchical, architectures | | `nerdzao-elite` | Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation. | nerdzao, elite | nerdzao, elite, senior, software, engineer, 15, product, designer, full, planning, architecture, tdd | @@ -71,17 +97,27 @@ Total skills: 944 | `wcag-audit-patterns` | Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fi... | wcag, audit | wcag, audit, conduct, accessibility, audits, automated, testing, manual, verification, remediation, guidance, auditing | | `wordpress-theme-development` | WordPress theme development workflow covering theme architecture, template hierarchy, custom post types, block editor support, and responsive design. | wordpress, theme | wordpress, theme, development, covering, architecture, hierarchy, custom, post, types, block, editor, responsive | | `workflow-orchestration-patterns` | Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism cons... | | orchestration, durable, temporal, distributed, covers, vs, activity, separation, saga, state, determinism, constraints | -| `workflow-patterns` | Use this skill when implementing tasks according to Conductor's TDD | | skill, implementing, tasks, according, conductor, tdd | +| `workflow-patterns` | Use this skill when implementing tasks according to Conductor's TDD +workflow, handling phase checkpoints, managing git commits for tasks, or +understanding th... | | skill, implementing, tasks, according, conductor, tdd, handling, phase, checkpoints, managing, git, commits | | `zapier-make-patterns` | No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code.... | zapier, make | zapier, make, no, code, automation, democratizes, building, formerly, integromat, let, non, developers | ## business (42) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | +| `competitive-landscape` | This skill should be used when the user asks to \\\"analyze +competitors", "assess competitive landscape", "identify differentiation", +"evaluate market positi... | competitive, landscape | competitive, landscape, skill, should, used, user, asks, analyze, competitors, assess, identify, differentiation | | `competitor-alternatives` | When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'v... | competitor, alternatives | competitor, alternatives, user, wants, comparison, alternative, pages, seo, sales, enablement, mentions, page | -| `conductor-setup` | Initialize project with Conductor artifacts (product definition, | conductor, setup | conductor, setup, initialize, artifacts, product, definition | +| `conductor-setup` | Initialize project with Conductor artifacts (product definition, +tech stack, workflow, style guides) | conductor, setup | conductor, setup, initialize, artifacts, product, definition, tech, stack, style, guides | | `content-creator` | Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media templa... | content, creator | content, creator, seo, optimized, marketing, consistent, brand, voice, includes, analyzer, optimizer, frameworks | +| `context-driven-development` | Use this skill when working with Conductor's context-driven +development methodology, managing project context artifacts, or understanding +the relationship be... | driven | driven, context, development, skill, working, conductor, methodology, managing, artifacts, understanding, relationship, between | | `copy-editing` | When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,'... | copy, editing | copy, editing, user, wants, edit, review, improve, existing, marketing, mentions, my, feedback | +| `copywriting` | Use this skill when writing, rewriting, or improving marketing copy for any page (homepage, landing page, pricing, feature, product, or about page). This ski... | copywriting | copywriting, skill, writing, rewriting, improving, marketing, copy, any, page, homepage, landing, pricing | | `deep-research` | Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, techni... | deep, research | deep, research, execute, autonomous, multi, step, google, gemini, agent, market, analysis, competitive | | `defi-protocol-templates` | Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applicat... | defi, protocol | defi, protocol, protocols, staking, amms, governance, lending, building, decentralized, finance, applications, smart | | `email-systems` | Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, ... | email | email, highest, roi, any, marketing, channel, 36, every, spent, yet, most, startups | @@ -89,39 +125,67 @@ Total skills: 944 | `energy-procurement` | Codified expertise for electricity and gas procurement, tariff optimisation, demand charge management, renewable PPA evaluation, and multi-facility energy co... | energy, procurement | energy, procurement, codified, expertise, electricity, gas, tariff, optimisation, demand, charge, renewable, ppa | | `framework-migration-legacy-modernize` | Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintainin... | framework, migration, legacy, modernize | framework, migration, legacy, modernize, orchestrate, modernization, strangler, fig, enabling, gradual, replacement, outdated | | `free-tool-strategy` | When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user m... | free | free, user, wants, plan, evaluate, marketing, purposes, lead, generation, seo, value, brand | -| `hr-pro` | Professional, ethical HR partner for hiring, | hr | hr, pro, professional, ethical, partner, hiring | +| `hr-pro` | Professional, ethical HR partner for hiring, +onboarding/offboarding, PTO and leave, performance, compliant policies, and +employee relations. Ask for jurisdic... | hr | hr, pro, professional, ethical, partner, hiring, onboarding, offboarding, pto, leave, performance, compliant | | `linkedin-cli` | Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator. | linkedin, cli | linkedin, cli, automating, via, fetch, profiles, search, people, companies, send, messages, connections | -| `market-sizing-analysis` | This skill should be used when the user asks to \"calculate TAM\", | market, sizing | market, sizing, analysis, skill, should, used, user, asks, calculate, tam | +| `market-sizing-analysis` | This skill should be used when the user asks to \\\"calculate TAM\\\", +"determine SAM", "estimate SOM", "size the market", "calculate market +opportunity", "w... | market, sizing | market, sizing, analysis, skill, should, used, user, asks, calculate, tam, determine, sam | | `marketing-ideas` | Provide proven marketing strategies and growth ideas for SaaS and software products, prioritized using a marketing feasibility scoring system. | marketing, ideas | marketing, ideas, provide, proven, growth, saas, software, products, prioritized, feasibility, scoring | | `marketing-psychology` | Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system. | marketing, psychology | marketing, psychology, apply, behavioral, science, mental, models, decisions, prioritized, psychological, leverage, feasibility | | `notion-template-business` | Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers templa... | notion, business | notion, business, building, selling, just, making, sustainable, digital, product, covers, pricing, marketplaces | +| `page-cro` | Analyze and optimize individual pages for conversion performance. Use when the user wants to improve conversion rates, diagnose why a page is underperforming... | page, cro | page, cro, analyze, optimize, individual, pages, conversion, performance, user, wants, improve, rates | | `pricing-strategy` | Design pricing, packaging, and monetization strategies based on value, customer willingness to pay, and growth objectives. | pricing | pricing, packaging, monetization, value, customer, willingness, pay, growth, objectives | -| `programmatic-seo` | > | programmatic, seo | programmatic, seo | | `returns-reverse-logistics` | Codified expertise for returns authorisation, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims manageme... | returns, reverse, logistics | returns, reverse, logistics, codified, expertise, authorisation, receipt, inspection, disposition, decisions, refund, processing | -| `sales-automator` | Draft cold emails, follow-ups, and proposal templates. Creates | sales, automator | sales, automator, draft, cold, emails, follow, ups, proposal, creates | +| `sales-automator` | Draft cold emails, follow-ups, and proposal templates. Creates +pricing pages, case studies, and sales scripts. Use PROACTIVELY for sales +outreach or lead nur... | sales, automator | sales, automator, draft, cold, emails, follow, ups, proposal, creates, pricing, pages, case | | `screenshots` | Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or ... | screenshots | screenshots, generate, marketing, app, playwright, user, wants, product, hunt, social, media, landing | | `scroll-experience` | Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Lik... | scroll, experience | scroll, experience, building, immersive, driven, experiences, parallax, storytelling, animations, interactive, narratives, cinematic | -| `seo-audit` | > | seo, audit | seo, audit | -| `seo-authority-builder` | Analyzes content for E-E-A-T signals and suggests improvements to | seo, authority, builder | seo, authority, builder, analyzes, content, signals, suggests, improvements | -| `seo-cannibalization-detector` | Analyzes multiple provided pages to identify keyword overlap and | seo, cannibalization, detector | seo, cannibalization, detector, analyzes, multiple, provided, pages, identify, keyword, overlap | -| `seo-content-auditor` | Analyzes provided content for quality, E-E-A-T signals, and SEO | seo, content, auditor | seo, content, auditor, analyzes, provided, quality, signals | -| `seo-content-planner` | Creates comprehensive content outlines and topic clusters for SEO. | seo, content, planner | seo, content, planner, creates, outlines, topic, clusters | -| `seo-content-refresher` | Identifies outdated elements in provided content and suggests | seo, content, refresher | seo, content, refresher, identifies, outdated, elements, provided, suggests | -| `seo-content-writer` | Writes SEO-optimized content based on provided keywords and topic | seo, content, writer | seo, content, writer, writes, optimized, provided, keywords, topic | -| `seo-fundamentals` | > | seo, fundamentals | seo, fundamentals | -| `seo-keyword-strategist` | Analyzes keyword usage in provided content, calculates density, | seo, keyword, strategist | seo, keyword, strategist, analyzes, usage, provided, content, calculates, density | -| `seo-meta-optimizer` | Creates optimized meta titles, descriptions, and URL suggestions | seo, meta, optimizer | seo, meta, optimizer, creates, optimized, titles, descriptions, url, suggestions | -| `seo-snippet-hunter` | Formats content to be eligible for featured snippets and SERP | seo, snippet, hunter | seo, snippet, hunter, formats, content, eligible, featured, snippets, serp | -| `seo-structure-architect` | Analyzes and optimizes content structure including header | seo, structure | seo, structure, architect, analyzes, optimizes, content, including, header | -| `startup-analyst` | Expert startup business analyst specializing in market sizing, | startup, analyst | startup, analyst, business, specializing, market, sizing | -| `startup-business-analyst-business-case` | Generate comprehensive investor-ready business case document with | startup, business, analyst, case | startup, business, analyst, case, generate, investor, document | -| `startup-business-analyst-financial-projections` | Create detailed 3-5 year financial model with revenue, costs, cash | startup, business, analyst, financial, projections | startup, business, analyst, financial, projections, detailed, year, model, revenue, costs, cash | -| `startup-business-analyst-market-opportunity` | Generate comprehensive market opportunity analysis with TAM/SAM/SOM | startup, business, analyst, market, opportunity | startup, business, analyst, market, opportunity, generate, analysis, tam, sam, som | -| `startup-financial-modeling` | This skill should be used when the user asks to \"create financial | startup, financial, modeling | startup, financial, modeling, skill, should, used, user, asks | -| `startup-metrics-framework` | This skill should be used when the user asks about \"key startup | startup, metrics, framework | startup, metrics, framework, skill, should, used, user, asks, about, key | +| `seo-cannibalization-detector` | Analyzes multiple provided pages to identify keyword overlap and +potential cannibalization issues. Suggests differentiation strategies. Use +PROACTIVELY when ... | seo, cannibalization, detector | seo, cannibalization, detector, analyzes, multiple, provided, pages, identify, keyword, overlap, potential, issues | +| `seo-content-auditor` | Analyzes provided content for quality, E-E-A-T signals, and SEO +best practices. Scores content and provides improvement recommendations based +on established ... | seo, content, auditor | seo, content, auditor, analyzes, provided, quality, signals, scores, provides, improvement, recommendations, established | +| `seo-content-planner` | Creates comprehensive content outlines and topic clusters for SEO. +Plans content calendars and identifies topic gaps. Use PROACTIVELY for content +strategy an... | seo, content, planner | seo, content, planner, creates, outlines, topic, clusters, plans, calendars, identifies, gaps, proactively | +| `seo-content-refresher` | Identifies outdated elements in provided content and suggests +updates to maintain freshness. Finds statistics, dates, and examples that need +updating. Use PR... | seo, content, refresher | seo, content, refresher, identifies, outdated, elements, provided, suggests, updates, maintain, freshness, finds | +| `seo-content-writer` | Writes SEO-optimized content based on provided keywords and topic +briefs. Creates engaging, comprehensive content following best practices. Use +PROACTIVELY f... | seo, content, writer | seo, content, writer, writes, optimized, provided, keywords, topic, briefs, creates, engaging, following | +| `seo-fundamentals` | Core principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines evaluate pages. This skill e... | seo, fundamentals | seo, fundamentals, core, principles, including, web, vitals, technical, foundations, content, quality, how | +| `seo-keyword-strategist` | Analyzes keyword usage in provided content, calculates density, +suggests semantic variations and LSI keywords based on the topic. Prevents +over-optimization.... | seo, keyword, strategist | seo, keyword, strategist, analyzes, usage, provided, content, calculates, density, suggests, semantic, variations | +| `seo-meta-optimizer` | Creates optimized meta titles, descriptions, and URL suggestions +based on character limits and best practices. Generates compelling, +keyword-rich metadata. U... | seo, meta, optimizer | seo, meta, optimizer, creates, optimized, titles, descriptions, url, suggestions, character, limits, generates | +| `seo-snippet-hunter` | Formats content to be eligible for featured snippets and SERP +features. Creates snippet-optimized content blocks based on best practices. +Use PROACTIVELY for... | seo, snippet, hunter | seo, snippet, hunter, formats, content, eligible, featured, snippets, serp, features, creates, optimized | +| `seo-structure-architect` | Analyzes and optimizes content structure including header +hierarchy, suggests schema markup, and internal linking opportunities. Creates +search-friendly cont... | seo, structure | seo, structure, architect, analyzes, optimizes, content, including, header, hierarchy, suggests, schema, markup | +| `startup-business-analyst-business-case` | Generate comprehensive investor-ready business case document with +market, solution, financials, and strategy | startup, business, analyst, case | startup, business, analyst, case, generate, investor, document, market, solution, financials | +| `startup-business-analyst-financial-projections` | Create detailed 3-5 year financial model with revenue, costs, cash +flow, and scenarios | startup, business, analyst, financial, projections | startup, business, analyst, financial, projections, detailed, year, model, revenue, costs, cash, flow | +| `startup-business-analyst-market-opportunity` | Generate comprehensive market opportunity analysis with TAM/SAM/SOM +calculations | startup, business, analyst, market, opportunity | startup, business, analyst, market, opportunity, generate, analysis, tam, sam, som, calculations | +| `startup-financial-modeling` | This skill should be used when the user asks to \\\"create financial +projections", "build a financial model", "forecast revenue", "calculate burn +rate", "est... | startup, financial, modeling | startup, financial, modeling, skill, should, used, user, asks, projections, model, forecast, revenue | +| `team-composition-analysis` | This skill should be used when the user asks to \\\"plan team +structure", "determine hiring needs", "design org chart", "calculate +compensation", "plan equit... | team, composition | team, composition, analysis, skill, should, used, user, asks, plan, structure, determine, hiring | | `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 (154) +## data-ai (175) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | @@ -132,78 +196,127 @@ Total skills: 944 | `agents-v2-py` | Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container imag... | agents, v2, py | agents, v2, py, container, foundry, azure, ai, sdk, imagebasedhostedagentdefinition, creating, hosted, custom | | `ai-agent-development` | AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents. | ai, agent | ai, agent, development, building, autonomous, agents, multi, orchestration, crewai, langgraph, custom | | `ai-agents-architect` | Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build ... | ai, agents | ai, agents, architect, designing, building, autonomous, masters, memory, planning, multi, agent, orchestration | -| `ai-engineer` | Build production-ready LLM applications, advanced RAG systems, and | ai | ai, engineer, llm, applications, rag | +| `ai-engineer` | Build production-ready LLM applications, advanced RAG systems, and +intelligent agents. Implements vector search, multimodal AI, agent +orchestration, and ente... | ai | ai, engineer, llm, applications, rag, intelligent, agents, implements, vector, search, multimodal, agent | | `ai-ml` | AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features. | ai, ml | ai, ml, machine, learning, covering, llm, application, development, rag, agent, architecture, pipelines | | `ai-product` | Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integra... | ai, product | ai, product, every, powered, question, whether, ll, right, ship, demo, falls, apart | | `ai-wrapper-product` | Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products t... | ai, wrapper, product | ai, wrapper, product, building, products, wrap, apis, openai, anthropic, etc, people, pay | -| `analytics-tracking` | > | analytics, tracking | analytics, tracking | +| `analytics-tracking` | Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data. Use when the user wants to set up, fix, or evaluate analyti... | analytics, tracking | analytics, tracking, audit, improve, produce, reliable, decision, data, user, wants, set, up | | `angular-ui-patterns` | Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component ... | angular, ui | angular, ui, loading, states, error, handling, data, display, building, components, async, managing | -| `api-documenter` | Master API documentation with OpenAPI 3.1, AI-powered tools, and | api, documenter | api, documenter, documentation, openapi, ai, powered | +| `api-documenter` | Master API documentation with OpenAPI 3.1, AI-powered tools, and +modern developer experience practices. Create interactive docs, generate SDKs, +and build com... | api, documenter | api, documenter, documentation, openapi, ai, powered, developer, experience, interactive, docs, generate, sdks | | `appdeploy` | Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses ... | appdeploy | appdeploy, deploy, web, apps, backend, apis, database, file, storage, user, asks, publish | | `audio-transcriber` | Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration | audio, transcription, whisper, meeting-minutes, speech-to-text | audio, transcription, whisper, meeting-minutes, speech-to-text, transcriber, transform, recordings, professional, markdown, documentation, intelligent | | `autonomous-agent-patterns` | Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use ... | autonomous, agent | autonomous, agent, building, coding, agents, covers, integration, permission, browser, automation, human, loop | | `autonomous-agents` | Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The c... | autonomous, agents | autonomous, agents, ai, independently, decompose, goals, plan, actions, execute, self, correct, without | -| `azure-ai-agents-persistent-dotnet` | \| | azure, ai, agents, persistent, dotnet | azure, ai, agents, persistent, dotnet | -| `azure-ai-agents-persistent-java` | \| | azure, ai, agents, persistent, java | azure, ai, agents, persistent, java | +| `azure-ai-agents-persistent-dotnet` | Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Use for agent CRUD, conve... | azure, ai, agents, persistent, dotnet | azure, ai, agents, persistent, dotnet, sdk, net, low, level, creating, managing, threads | +| `azure-ai-agents-persistent-java` | Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. +Triggers: "PersistentAgen... | azure, ai, agents, persistent, java | azure, ai, agents, persistent, java, sdk, low, level, creating, managing, threads, messages | | `azure-ai-contentsafety-java` | Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm det... | azure, ai, contentsafety, java | azure, ai, contentsafety, java, content, moderation, applications, safety, sdk, implementing, text, image | -| `azure-ai-contentsafety-py` | \| | azure, ai, contentsafety, py | azure, ai, contentsafety, py | +| `azure-ai-contentsafety-py` | Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification. +Triggers: "azure-ai-contents... | azure, ai, contentsafety, py | azure, ai, contentsafety, py, content, safety, sdk, python, detecting, harmful, text, images | | `azure-ai-contentsafety-ts` | Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detect... | azure, ai, contentsafety, ts | azure, ai, contentsafety, ts, analyze, text, images, harmful, content, safety, rest, moderating | -| `azure-ai-contentunderstanding-py` | \| | azure, ai, contentunderstanding, py | azure, ai, contentunderstanding, py | -| `azure-ai-document-intelligence-dotnet` | \| | azure, ai, document, intelligence, dotnet | azure, ai, document, intelligence, dotnet | +| `azure-ai-contentunderstanding-py` | Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video. +Triggers: "azure-ai-contentund... | azure, ai, contentunderstanding, py | azure, ai, contentunderstanding, py, content, understanding, sdk, python, multimodal, extraction, documents, images | +| `azure-ai-document-intelligence-dotnet` | Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models. Use for invoice proce... | azure, ai, document, intelligence, dotnet | azure, ai, document, intelligence, dotnet, sdk, net, extract, text, tables, structured, data | | `azure-ai-document-intelligence-ts` | Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoic... | azure, ai, document, intelligence, ts | azure, ai, document, intelligence, ts, extract, text, tables, structured, data, documents, rest | | `azure-ai-formrecognizer-java` | Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from ... | azure, ai, formrecognizer, java | azure, ai, formrecognizer, java, document, analysis, applications, intelligence, form, recognizer, sdk, extracting | -| `azure-ai-ml-py` | \| | azure, ai, ml, py | azure, ai, ml, py | -| `azure-ai-openai-dotnet` | \| | azure, ai, openai, dotnet | azure, ai, openai, dotnet | -| `azure-ai-projects-dotnet` | \| | azure, ai, dotnet | azure, ai, dotnet | -| `azure-ai-projects-java` | \| | azure, ai, java | azure, ai, java | +| `azure-ai-ml-py` | Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines. +Triggers: "azure-ai-ml", "MLClient", "worksp... | azure, ai, ml, py | azure, ai, ml, py, machine, learning, sdk, v2, python, workspaces, jobs, models | +| `azure-ai-openai-dotnet` | Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, ... | azure, ai, openai, dotnet | azure, ai, openai, dotnet, sdk, net, client, library, chat, completions, embeddings, image | +| `azure-ai-projects-dotnet` | Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexe... | azure, ai, dotnet | azure, ai, dotnet, sdk, net, high, level, client, foundry, including, agents, connections | +| `azure-ai-projects-java` | Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations. +Triggers: "... | azure, ai, java | azure, ai, java, sdk, high, level, foundry, including, connections, datasets, indexes, evaluations | | `azure-ai-projects-py` | Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents wi... | azure, ai, py | azure, ai, py, applications, python, sdk, working, foundry, clients, creating, versioned, agents | | `azure-ai-projects-ts` | Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, de... | azure, ai, ts | azure, ai, ts, applications, sdk, javascript, working, foundry, clients, agents, connections, deployments | -| `azure-ai-textanalytics-py` | \| | azure, ai, textanalytics, py | azure, ai, textanalytics, py | -| `azure-ai-transcription-py` | \| | azure, ai, transcription, py | azure, ai, transcription, py | -| `azure-ai-translation-document-py` | \| | azure, ai, translation, document, py | azure, ai, translation, document, py | -| `azure-ai-translation-text-py` | \| | azure, ai, translation, text, py | azure, ai, translation, text, py | +| `azure-ai-textanalytics-py` | Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language pr... | azure, ai, textanalytics, py | azure, ai, textanalytics, py, text, analytics, sdk, sentiment, analysis, entity, recognition, key | +| `azure-ai-transcription-py` | Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization. +Triggers: "transcription", "... | azure, ai, transcription, py | azure, ai, transcription, py, sdk, python, real, time, batch, speech, text, timestamps | +| `azure-ai-translation-document-py` | Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other do... | azure, ai, translation, document, py | azure, ai, translation, document, py, sdk, batch, documents, format, preservation, translating, word | +| `azure-ai-translation-text-py` | Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in... | azure, ai, translation, text, py | azure, ai, translation, text, py, sdk, real, time, transliteration, language, detection, dictionary | | `azure-ai-translation-ts` | Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when i... | azure, ai, translation, ts | azure, ai, translation, ts, applications, sdks, javascript, rest, text, document, implementing, transliter | | `azure-ai-vision-imageanalysis-java` | Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, ... | azure, ai, vision, imageanalysis, java | azure, ai, vision, imageanalysis, java, image, analysis, applications, sdk, implementing, captioning, ocr | -| `azure-ai-vision-imageanalysis-py` | \| | azure, ai, vision, imageanalysis, py | azure, ai, vision, imageanalysis, py | -| `azure-ai-voicelive-dotnet` | \| | azure, ai, voicelive, dotnet | azure, ai, voicelive, dotnet | -| `azure-ai-voicelive-java` | \| | azure, ai, voicelive, java | azure, ai, voicelive, java | +| `azure-ai-vision-imageanalysis-py` | Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding ta... | azure, ai, vision, imageanalysis, py | azure, ai, vision, imageanalysis, py, image, analysis, sdk, captions, tags, objects, ocr | +| `azure-ai-voicelive-dotnet` | Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational ... | azure, ai, voicelive, dotnet | azure, ai, voicelive, dotnet, voice, live, sdk, net, real, time, applications, bidirectional | +| `azure-ai-voicelive-java` | Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket. +Triggers: "VoiceLiveClient java", "voice ass... | azure, ai, voicelive, java | azure, ai, voicelive, java, sdk, real, time, bidirectional, voice, conversations, assistants, websocket | | `azure-ai-voicelive-py` | Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-tim... | azure, ai, voicelive, py | azure, ai, voicelive, py, real, time, voice, applications, live, sdk, skill, creating | -| `azure-ai-voicelive-ts` | \| | azure, ai, voicelive, ts | azure, ai, voicelive, ts | +| `azure-ai-voicelive-ts` | Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants... | azure, ai, voicelive, ts | azure, ai, voicelive, ts, voice, live, sdk, javascript, typescript, real, time, applications | | `azure-communication-callautomation-java` | Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, ... | azure, communication, callautomation, java | azure, communication, callautomation, java, call, automation, sdk, implementing, ivr, routing, recording, dtmf | +| `azure-cosmos-java` | Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns. +Triggers: "CosmosClient java", ... | azure, cosmos, java | azure, cosmos, java, db, sdk, nosql, database, operations, global, distribution, multi, model | +| `azure-cosmos-py` | Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. +Triggers: "cosmos db", "CosmosClient",... | azure, cosmos, py | azure, cosmos, py, db, sdk, python, nosql, api, document, crud, queries, containers | +| `azure-cosmos-rust` | Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. +Triggers: "cosmos db rust", "CosmosClien... | azure, cosmos, rust | azure, cosmos, rust, db, sdk, nosql, api, document, crud, queries, containers, globally | +| `azure-cosmos-ts` | Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and cont... | azure, cosmos, ts | azure, cosmos, ts, db, javascript, typescript, sdk, data, plane, operations, crud, documents | | `azure-data-tables-java` | Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, s... | azure, data, tables, java | azure, data, tables, java, table, storage, applications, sdk, working, cosmos, db, api | -| `azure-data-tables-py` | \| | azure, data, tables, py | azure, data, tables, py | +| `azure-data-tables-py` | Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations. +Triggers: "table storage", "TableSer... | azure, data, tables, py | azure, data, tables, py, sdk, python, storage, cosmos, db, nosql, key, value | +| `azure-eventhub-dotnet` | Azure Event Hubs SDK for .NET. Use for high-throughput event streaming: sending events (EventHubProducerClient, EventHubBufferedProducerClient), receiving ev... | azure, eventhub, dotnet | azure, eventhub, dotnet, event, hubs, sdk, net, high, throughput, streaming, sending, events | | `azure-eventhub-java` | Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building... | azure, eventhub, java | azure, eventhub, java, real, time, streaming, applications, event, hubs, sdk, implementing, high | +| `azure-eventhub-rust` | Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion. +Triggers: "event hubs rust", "ProducerClient rust", "ConsumerC... | azure, eventhub, rust | azure, eventhub, rust, event, hubs, sdk, sending, receiving, events, streaming, data, ingestion | | `azure-eventhub-ts` | Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real... | azure, eventhub, ts | azure, eventhub, ts, event, streaming, applications, hubs, sdk, javascript, implementing, high, throughput | -| `azure-postgres-ts` | \| | azure, postgres, ts | azure, postgres, ts | -| `azure-resource-manager-mysql-dotnet` | \| | azure, resource, manager, mysql, dotnet | azure, resource, manager, mysql, dotnet | -| `azure-resource-manager-sql-dotnet` | \| | azure, resource, manager, sql, dotnet | azure, resource, manager, sql, dotnet | +| `azure-maps-search-dotnet` | Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map t... | azure, maps, search, dotnet | azure, maps, search, dotnet, sdk, net, location, including, geocoding, routing, rendering, geolocation | +| `azure-monitor-ingestion-java` | Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE). +Triggers: "LogsI... | azure, monitor, ingestion, java | azure, monitor, ingestion, java, sdk, send, custom, logs, via, data, collection, rules | +| `azure-monitor-ingestion-py` | Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API. +Triggers: "azure-monitor-ingestion", "... | azure, monitor, ingestion, py | azure, monitor, ingestion, py, sdk, python, sending, custom, logs, log, analytics, workspace | +| `azure-monitor-query-java` | Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources. +Triggers: "LogsQueryClient j... | azure, monitor, query, java | azure, monitor, query, java, sdk, execute, kusto, queries, against, log, analytics, workspaces | +| `azure-monitor-query-py` | Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics. +Triggers: "azure-monitor-query", "LogsQueryClient", ... | azure, monitor, query, py | azure, monitor, query, py, sdk, python, querying, log, analytics, workspaces, metrics, triggers | +| `azure-postgres-ts` | Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, connection... | azure, postgres, ts | azure, postgres, ts, connect, database, postgresql, flexible, server, node, js, typescript, pg | +| `azure-resource-manager-cosmosdb-dotnet` | Azure Resource Manager SDK for Cosmos DB in .NET. Use for MANAGEMENT PLANE operations: creating/managing Cosmos DB accounts, databases, containers, throughpu... | azure, resource, manager, cosmosdb, dotnet | azure, resource, manager, cosmosdb, dotnet, sdk, cosmos, db, net, plane, operations, creating | +| `azure-resource-manager-mysql-dotnet` | Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments. Use for creating servers, databases, firewall rules, con... | azure, resource, manager, mysql, dotnet | azure, resource, manager, mysql, dotnet, flexible, server, sdk, net, database, deployments, creating | +| `azure-resource-manager-postgresql-dotnet` | Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments. Use for creating servers, databases, firewall ... | azure, resource, manager, postgresql, dotnet | azure, resource, manager, postgresql, dotnet, flexible, server, sdk, net, database, deployments, creating | +| `azure-resource-manager-redis-dotnet` | Azure Resource Manager SDK for Redis in .NET. Use for MANAGEMENT PLANE operations: creating/managing Azure Cache for Redis instances, firewall rules, access ... | azure, resource, manager, redis, dotnet | azure, resource, manager, redis, dotnet, sdk, net, plane, operations, creating, managing, cache | +| `azure-resource-manager-sql-dotnet` | Azure Resource Manager SDK for Azure SQL in .NET. Use for MANAGEMENT PLANE operations: creating/managing SQL servers, databases, elastic pools, firewall rule... | azure, resource, manager, sql, dotnet | azure, resource, manager, sql, dotnet, sdk, net, plane, operations, creating, managing, servers | +| `azure-search-documents-dotnet` | Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search. Covers Searc... | azure, search, documents, dotnet | azure, search, documents, dotnet, ai, sdk, net, building, applications, full, text, vector | +| `azure-search-documents-py` | Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets. +Triggers: "azure-search-documents", "SearchC... | azure, search, documents, py | azure, search, documents, py, ai, sdk, python, vector, hybrid, semantic, ranking, indexing | | `azure-search-documents-ts` | Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid ... | azure, search, documents, ts | azure, search, documents, ts, applications, ai, sdk, javascript, creating, managing, indexes, implementing | +| `azure-storage-file-datalake-py` | Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations. +Triggers: "data lake", "Da... | azure, storage, file, datalake, py | azure, storage, file, datalake, py, data, lake, gen2, sdk, python, hierarchical, big | | `beautiful-prose` | Hard-edged writing style contract for timeless, forceful English prose without AI tics | beautiful, prose | beautiful, prose, hard, edged, writing, style, contract, timeless, forceful, english, without, ai | | `behavioral-modes` | AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type. | behavioral, modes | behavioral, modes, ai, operational, brainstorm, debug, review, teach, ship, orchestrate, adapt, behavior | | `blockrun` | Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\"blockrun\", \"use grok\"... | blockrun | blockrun, user, capabilities, claude, lacks, image, generation, real, time, twitter, data, explicitly | | `browser-automation` | Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to underst... | browser | browser, automation, powers, web, testing, scraping, ai, agent, interactions, difference, between, flaky | -| `business-analyst` | Master modern business analysis with AI-powered analytics, | business, analyst | business, analyst, analysis, ai, powered, analytics | +| `business-analyst` | Master modern business analysis with AI-powered analytics, +real-time dashboards, and data-driven insights. Build comprehensive KPI +frameworks, predictive mod... | business, analyst | business, analyst, analysis, ai, powered, analytics, real, time, dashboards, data, driven, insights | | `cc-skill-backend-patterns` | Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes. | cc, skill, backend | cc, skill, backend, architecture, api, database, optimization, server, side, node, js, express | | `cc-skill-clickhouse-io` | ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads. | cc, skill, clickhouse, io | cc, skill, clickhouse, io, database, query, optimization, analytics, data, engineering, high, performance | | `clarity-gate` | Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow | clarity, gate | clarity, gate, pre, ingestion, verification, epistemic, quality, rag, point, two, round, hitl | | `code-documentation-doc-generate` | You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user g... | code, documentation, doc, generate | code, documentation, doc, generate, specializing, creating, maintainable, api, docs, architecture, diagrams, user | | `codex-review` | Professional code review with auto CHANGELOG generation, integrated with Codex AI | codex | codex, review, professional, code, auto, changelog, generation, integrated, ai | | `computer-use-agents` | Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer... | computer, use, agents | computer, use, agents, ai, interact, computers, like, humans, do, viewing, screens, moving | -| `content-marketer` | Elite content marketing strategist specializing in AI-powered | content, marketer | content, marketer, elite, marketing, strategist, specializing, ai, powered | -| `context-manager` | Elite AI context engineering specialist mastering dynamic context | manager | manager, context, elite, ai, engineering, mastering, dynamic | +| `content-marketer` | Elite content marketing strategist specializing in AI-powered +content creation, omnichannel distribution, SEO optimization, and data-driven +performance marke... | content, marketer | content, marketer, elite, marketing, strategist, specializing, ai, powered, creation, omnichannel, distribution, seo | +| `context-manager` | Elite AI context engineering specialist mastering dynamic context +management, vector databases, knowledge graphs, and intelligent memory +systems. Orchestrate... | manager | manager, context, elite, ai, engineering, mastering, dynamic, vector, databases, knowledge, graphs, intelligent | | `context-window-management` | Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, conte... | window | window, context, managing, llm, windows, including, summarization, trimming, routing, avoiding, rot, token | | `conversation-memory` | Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory pers... | conversation, memory | conversation, memory, persistent, llm, conversations, including, short, term, long, entity, remember, persistence | -| `customer-support` | Elite AI-powered customer support specialist mastering | customer, support | customer, support, elite, ai, powered, mastering | -| `data-engineer` | Build scalable data pipelines, modern data warehouses, and | data | data, engineer, scalable, pipelines, warehouses | +| `customer-support` | Elite AI-powered customer support specialist mastering +conversational AI, automated ticketing, sentiment analysis, and omnichannel +support experiences. Integ... | customer, support | customer, support, elite, ai, powered, mastering, conversational, automated, ticketing, sentiment, analysis, omnichannel | | `data-engineering-data-driven-feature` | Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation. | data, engineering, driven | data, engineering, driven, feature, features, guided, insights, testing, continuous, measurement, specialized, agents | | `data-quality-frameworks` | Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation r... | data, quality, frameworks | data, quality, frameworks, validation, great, expectations, dbt, tests, contracts, building, pipelines, implementing | -| `data-scientist` | Expert data scientist for advanced analytics, machine learning, and | data, scientist | data, scientist, analytics, machine, learning | +| `data-scientist` | Expert data scientist for advanced analytics, machine learning, and +statistical modeling. Handles complex data analysis, predictive modeling, and +business in... | data, scientist | data, scientist, analytics, machine, learning, statistical, modeling, complex, analysis, predictive, business, intelligence | | `data-storytelling` | Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating dat... | data, storytelling | data, storytelling, transform, compelling, narratives, visualization, context, persuasive, structure, presenting, analytics, stakeholders | | `data-structure-protocol` | Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading th... | data, structure, protocol | data, structure, protocol, give, agents, persistent, structural, memory, codebase, navigate, dependencies, track | | `database` | Database development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering. | database | database, development, operations, covering, sql, nosql, migrations, optimization, data, engineering | -| `database-architect` | Expert database architect specializing in data layer design from | database | database, architect, specializing, data, layer | +| `database-architect` | Expert database architect specializing in data layer design from +scratch, technology selection, schema modeling, and scalable database +architectures. Masters... | database | database, architect, specializing, data, layer, scratch, technology, selection, schema, modeling, scalable, architectures | | `database-design` | Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases. | database | database, principles, decision, making, schema, indexing, orm, selection, serverless, databases | -| `database-optimizer` | Expert database optimizer specializing in modern performance | database, optimizer | database, optimizer, specializing, performance | | `dbt-transformation-patterns` | Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data tr... | dbt, transformation | dbt, transformation, data, analytics, engineering, model, organization, testing, documentation, incremental, building, transformations | | `documentation-generation-doc-generate` | You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user g... | documentation, generation, doc, generate | documentation, generation, doc, generate, specializing, creating, maintainable, code, api, docs, architecture, diagrams | | `documentation-templates` | Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation. | documentation | documentation, structure, guidelines, readme, api, docs, code, comments, ai, friendly | @@ -220,8 +333,14 @@ Total skills: 944 | `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 in Azure AI Foundry. | hosted, agents, v2, py | hosted, agents, v2, py, azure, ai, sdk, imagebasedhostedagentdefinition, creating, container, foundry | | `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 | +| `ios-developer` | Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, +SwiftUI, UIKit integration, Core Data, networking, and App Store optimization. +Use PROACT... | ios | ios, developer, develop, native, applications, swift, swiftui, masters, 18, uikit, integration, core | | `langchain-architecture` | Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implement... | langchain, architecture | langchain, architecture, llm, applications, framework, agents, memory, integration, building, implementing, ai, creating | | `langgraph` | Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles ... | langgraph | langgraph, grade, framework, building, stateful, multi, actor, ai, applications, covers, graph, construction | | `libreoffice/base` | Database management, forms, reports, and data operations with LibreOffice Base. | libreoffice/base | libreoffice/base, base, database, forms, reports, data, operations, libreoffice | @@ -232,19 +351,20 @@ Total skills: 944 | `llm-application-dev-prompt-optimize` | You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thoug... | llm, application, dev, prompt, optimize | llm, application, dev, prompt, optimize, engineer, specializing, crafting, effective, prompts, llms, through | | `llm-evaluation` | Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performanc... | llm, evaluation | llm, evaluation, applications, automated, metrics, human, feedback, benchmarking, testing, performance, measuring, ai | | `mailchimp-automation` | Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first fo... | mailchimp | mailchimp, automation, automate, email, marketing, including, campaigns, audiences, subscribers, segments, analytics, via | -| `ml-engineer` | Build production ML systems with PyTorch 2.x, TensorFlow, and | ml | ml, engineer, pytorch, tensorflow | -| `mlops-engineer` | Build comprehensive ML pipelines, experiment tracking, and model | mlops | mlops, engineer, ml, pipelines, experiment, tracking, model | | `nanobanana-ppt-skills` | AI-powered PPT generation with document analysis and styled images | nanobanana, ppt, skills | nanobanana, ppt, skills, ai, powered, generation, document, analysis, styled, images | | `neon-postgres` | Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, dat... | neon, postgres | neon, postgres, serverless, branching, connection, pooling, prisma, drizzle, integration, database | | `nextjs-app-router-patterns` | Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, impleme... | nextjs, app, router | nextjs, app, router, next, js, 14, server, components, streaming, parallel, routes, data | | `nextjs-best-practices` | Next.js App Router principles. Server Components, data fetching, routing patterns. | nextjs, best, practices | nextjs, best, practices, next, js, app, router, principles, server, components, data, fetching | | `nodejs-backend-patterns` | Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration,... | nodejs, backend | nodejs, backend, node, js, express, fastify, implementing, middleware, error, handling, authentication, database | -| `php-pro` | Write idiomatic PHP code with generators, iterators, SPL data | php | php, pro, write, idiomatic, code, generators, iterators, spl, data | +| `php-pro` | Write idiomatic PHP code with generators, iterators, SPL data +structures, and modern OOP features. Use PROACTIVELY for high-performance PHP +applications. | php | php, pro, write, idiomatic, code, generators, iterators, spl, data, structures, oop, features | | `podcast-generation` | Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, aud... | podcast, generation | podcast, generation, generate, ai, powered, style, audio, narratives, azure, openai, gpt, realtime | | `postgres-best-practices` | Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, o... | postgres, best, practices | postgres, best, practices, performance, optimization, supabase, skill, writing, reviewing, optimizing, queries, schema | | `postgresql` | Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features | postgresql | postgresql, specific, schema, covers, data, types, indexing, constraints, performance, features | | `postgresql-optimization` | PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management. | postgresql, optimization | postgresql, optimization, database, query, tuning, indexing, performance, analysis | | `prisma-expert` | Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, m... | prisma | prisma, orm, schema, migrations, query, optimization, relations, modeling, database, operations, proactively, issues | +| `programmatic-seo` | Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data. Use when the user mentions progra... | programmatic, seo | programmatic, seo, evaluate, creating, driven, pages, scale, structured, data, user, mentions, directory | | `prompt-caching` | Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache... | prompt, caching | prompt, caching, llm, prompts, including, anthropic, response, cag, cache, augmented, generation, augm | | `prompt-engineering-patterns` | Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, impro... | prompt, engineering | prompt, engineering, techniques, maximize, llm, performance, reliability, controllability, optimizing, prompts, improving, outputs | | `pydantic-models-py` | Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schem... | pydantic, models, py | pydantic, models, py, following, multi, model, base, update, response, indb, variants, defining | @@ -252,9 +372,14 @@ Total skills: 944 | `rag-engineer` | Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LL... | rag | rag, engineer, building, retrieval, augmented, generation, masters, embedding, models, vector, databases, chunking | | `rag-implementation` | RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimiza... | rag | rag, retrieval, augmented, generation, covering, embedding, selection, vector, database, setup, chunking, optimization | | `react-ui-patterns` | Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states. | react, ui | react, ui, loading, states, error, handling, data, fetching, building, components, async, managing | +| `scala-pro` | Master enterprise-grade Scala development with functional +programming, distributed systems, and big data processing. Expert in Apache +Pekko, Akka, Spark, ZIO... | scala | scala, pro, enterprise, grade, development, functional, programming, distributed, big, data, processing, apache | +| `schema-markup` | Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact. Use when the user wants to add, fix, audit... | schema, markup | schema, markup, validate, optimize, org, structured, data, eligibility, correctness, measurable, seo, impact | | `segment-cdp` | Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinat... | segment, cdp | segment, cdp, customer, data, platform, including, analytics, js, server, side, tracking, plans | | `sendgrid-automation` | Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Al... | sendgrid | sendgrid, automation, automate, email, operations, including, sending, emails, managing, contacts, lists, sender | | `senior-architect` | Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, F... | senior | senior, architect, software, architecture, skill, designing, scalable, maintainable, reactjs, nextjs, nodejs, express | +| `seo-audit` | Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance. Use when the user asks for an SEO audit, technical SEO r... | seo, audit | seo, audit, diagnose, issues, affecting, crawlability, indexation, rankings, organic, performance, user, asks | | `similarity-search-patterns` | Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieva... | similarity, search | similarity, search, efficient, vector, databases, building, semantic, implementing, nearest, neighbor, queries, optimizing | | `skill-creator-ms` | Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating exi... | skill, creator, ms | skill, creator, ms, creating, effective, skills, ai, coding, agents, working, azure, sdks | | `skill-seekers` | -Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes. | skill, seekers | skill, seekers, automatically, convert, documentation, websites, github, repositories, pdfs, claude, ai, skills | @@ -264,9 +389,11 @@ Total skills: 944 | `sqlmap-database-pentesting` | This skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap,... | sqlmap, database, pentesting | sqlmap, database, pentesting, skill, should, used, user, asks, automate, sql, injection, testing | | `stitch-ui-design` | Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, genera... | stitch, ui | stitch, ui, creating, effective, prompts, google, ai, user, wants, ux, app, interfaces | | `supabase-automation` | Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always sear... | supabase | supabase, automation, automate, database, queries, table, administration, storage, edge, functions, sql, execution | +| `tdd-orchestrator` | Master TDD orchestrator specializing in red-green-refactor +discipline, multi-agent workflow coordination, and comprehensive test-driven +development practices... | tdd, orchestrator | tdd, orchestrator, specializing, red, green, refactor, discipline, multi, agent, coordination, test, driven | | `team-collaboration-standup-notes` | You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remo... | team, collaboration, standup, notes | team, collaboration, standup, notes, communication, async, first, ai, assisted, note, generation, commit | | `telegram-bot-builder` | Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API,... | telegram, bot, builder | telegram, bot, builder, building, bots, solve, real, problems, simple, automation, complex, ai | -| `test-automator` | Master AI-powered test automation with modern frameworks, | automator | automator, test, ai, powered, automation, frameworks | | `trigger-dev` | Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when:... | trigger, dev | trigger, dev, background, jobs, ai, reliable, async, execution, excellent, developer, experience, typescript | | `unity-ecs-patterns` | Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizin... | unity, ecs | unity, ecs, entity, component, dots, jobs, burst, high, performance, game, development, building | | `using-neon` | Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon ... | using, neon | using, neon, guides, working, serverless, postgres, covers, getting, started, local, development, choosing | @@ -280,7 +407,7 @@ Total skills: 944 | `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 (149) +## development (140) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | @@ -294,49 +421,61 @@ Total skills: 944 | `app-store-optimization` | Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store | app, store, optimization | app, store, optimization, complete, aso, toolkit, researching, optimizing, tracking, mobile, performance, apple | | `architecture-patterns` | Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex ... | architecture | architecture, proven, backend, including, clean, hexagonal, domain, driven, architecting, complex, refactoring, existing | | `async-python-patterns` | Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, ... | async, python | async, python, asyncio, concurrent, programming, await, high, performance, applications, building, apis, bound | -| `azure-appconfiguration-java` | \| | azure, appconfiguration, java | azure, appconfiguration, java | +| `azure-appconfiguration-java` | Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots. +Triggers: "Conf... | azure, appconfiguration, java | azure, appconfiguration, java, app, configuration, sdk, centralized, application, key, value, settings, feature | +| `azure-appconfiguration-py` | Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings. +Triggers: "azure-appconfiguration"... | azure, appconfiguration, py | azure, appconfiguration, py, app, configuration, sdk, python, centralized, feature, flags, dynamic, settings | | `azure-appconfiguration-ts` | Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, ... | azure, appconfiguration, ts | azure, appconfiguration, ts, applications, app, configuration, sdk, javascript, working, settings, feature, flags | | `azure-communication-callingserver-java` | Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects.... | azure, communication, callingserver, java | azure, communication, callingserver, java, legacy, sdk, note, deprecated, callautomation, instead, new, skill | | `azure-communication-chat-java` | Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts... | azure, communication, chat, java | azure, communication, chat, java, real, time, applications, sdk, implementing, threads, messaging, participants | | `azure-communication-common-java` | Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authen... | azure, communication, common, java | azure, communication, common, java, utilities, working, communicationtokencredential, user, identifiers, token, refresh, shared | | `azure-communication-sms-java` | Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery ... | azure, communication, sms, java | azure, communication, sms, java, send, messages, sdk, implementing, notifications, alerts, otp, delivery | -| `azure-compute-batch-java` | \| | azure, compute, batch, java | azure, compute, batch, java | -| `azure-cosmos-java` | \| | azure, cosmos, java | azure, cosmos, java | -| `azure-cosmos-rust` | \| | azure, cosmos, rust | azure, cosmos, rust | -| `azure-eventgrid-dotnet` | \| | azure, eventgrid, dotnet | azure, eventgrid, dotnet | +| `azure-compute-batch-java` | Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes. +Triggers: "BatchClient java", "azure batch ... | azure, compute, batch, java | azure, compute, batch, java, sdk, run, large, scale, parallel, hpc, jobs, pools | +| `azure-containerregistry-py` | Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories. +Triggers: "azure-containerregistry", "ContainerRegis... | azure, containerregistry, py | azure, containerregistry, py, container, registry, sdk, python, managing, images, artifacts, repositories, triggers | +| `azure-eventgrid-dotnet` | Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messagin... | azure, eventgrid, dotnet | azure, eventgrid, dotnet, event, grid, sdk, net, client, library, publishing, consuming, events | | `azure-eventgrid-java` | Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure serv... | azure, eventgrid, java | azure, eventgrid, java, event, driven, applications, grid, sdk, publishing, events, implementing, pub | -| `azure-eventhub-dotnet` | \| | azure, eventhub, dotnet | azure, eventhub, dotnet | -| `azure-eventhub-rust` | \| | azure, eventhub, rust | azure, eventhub, rust | +| `azure-eventgrid-py` | Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures. +Triggers: "event grid", "EventGridPublisher... | azure, eventgrid, py | azure, eventgrid, py, event, grid, sdk, python, publishing, events, handling, cloudevents, driven | +| `azure-eventhub-py` | Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing. +Triggers: "event hubs", "EventHu... | azure, eventhub, py | azure, eventhub, py, event, hubs, sdk, python, streaming, high, throughput, ingestion, producers | | `azure-functions` | Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production pat... | azure, functions | azure, functions, development, including, isolated, worker, model, durable, orchestration, cold, start, optimization | -| `azure-identity-dotnet` | \| | azure, identity, dotnet | azure, identity, dotnet | -| `azure-identity-rust` | \| | azure, identity, rust | azure, identity, rust | -| `azure-keyvault-certificates-rust` | \| | azure, keyvault, certificates, rust | azure, keyvault, certificates, rust | -| `azure-keyvault-keys-rust` | \| | azure, keyvault, keys, rust | azure, keyvault, keys, rust | +| `azure-identity-rust` | Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authenticati... | azure, identity, rust | azure, identity, rust, sdk, authentication, developertoolscredential, managedidentitycredential, clientsecretcredential, token, triggers, managed, credential | +| `azure-keyvault-certificates-rust` | Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates. +Triggers: "keyvault certificates rust", "CertificateClient... | azure, keyvault, certificates, rust | azure, keyvault, certificates, rust, key, vault, sdk, creating, importing, managing, triggers, certificateclient | +| `azure-keyvault-keys-rust` | Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys. +Triggers: "keyvault keys rust", "KeyClient rust", "create key ru... | azure, keyvault, keys, rust | azure, keyvault, keys, rust, key, vault, sdk, creating, managing, cryptographic, triggers, keyclient | | `azure-keyvault-keys-ts` | Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotatin... | azure, keyvault, keys, ts | azure, keyvault, keys, ts, cryptographic, key, vault, sdk, javascript, creating, encrypting, decrypting | -| `azure-maps-search-dotnet` | \| | azure, maps, search, dotnet | azure, maps, search, dotnet | | `azure-messaging-webpubsub-java` | Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or ser... | azure, messaging, webpubsub, java | azure, messaging, webpubsub, java, real, time, web, applications, pubsub, sdk, implementing, websocket | -| `azure-mgmt-apicenter-dotnet` | \| | azure, mgmt, apicenter, dotnet | azure, mgmt, apicenter, dotnet | -| `azure-mgmt-apimanagement-dotnet` | \| | azure, mgmt, apimanagement, dotnet | azure, mgmt, apimanagement, dotnet | -| `azure-mgmt-applicationinsights-dotnet` | \| | azure, mgmt, applicationinsights, dotnet | azure, mgmt, applicationinsights, dotnet | -| `azure-mgmt-arizeaiobservabilityeval-dotnet` | \| | azure, mgmt, arizeaiobservabilityeval, dotnet | azure, mgmt, arizeaiobservabilityeval, dotnet | -| `azure-mgmt-botservice-dotnet` | \| | azure, mgmt, botservice, dotnet | azure, mgmt, botservice, dotnet | -| `azure-mgmt-fabric-dotnet` | \| | azure, mgmt, fabric, dotnet | azure, mgmt, fabric, dotnet | +| `azure-mgmt-apicenter-dotnet` | Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery. Use for creating API services, workspaces, AP... | azure, mgmt, apicenter, dotnet | azure, mgmt, apicenter, dotnet, api, center, sdk, net, centralized, inventory, governance, versioning | +| `azure-mgmt-apicenter-py` | Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization. +Triggers: "azure-mgmt-apicente... | azure, mgmt, apicenter, py | azure, mgmt, apicenter, py, api, center, sdk, python, managing, inventory, metadata, governance | +| `azure-mgmt-apimanagement-py` | Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies. +Triggers: "azure-mgmt-apimanagement", "ApiM... | azure, mgmt, apimanagement, py | azure, mgmt, apimanagement, py, api, sdk, python, managing, apim, apis, products, subscriptions | +| `azure-mgmt-fabric-dotnet` | Azure Resource Manager SDK for Fabric in .NET. Use for MANAGEMENT PLANE operations: provisioning, scaling, suspending/resuming Microsoft Fabric capacities, c... | azure, mgmt, fabric, dotnet | azure, mgmt, fabric, dotnet, resource, manager, sdk, net, plane, operations, provisioning, scaling | +| `azure-mgmt-fabric-py` | Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources. +Triggers: "azure-mgmt-fabric", "FabricMgmtClient", "Fabri... | azure, mgmt, fabric, py | azure, mgmt, fabric, py, sdk, python, managing, microsoft, capacities, resources, triggers, fabricmgmtclient | | `azure-mgmt-mongodbatlas-dotnet` | Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting Mon... | azure, mgmt, mongodbatlas, dotnet | azure, mgmt, mongodbatlas, dotnet, mongodb, atlas, organizations, arm, resources, resourcemanager, sdk, creating | -| `azure-mgmt-weightsandbiases-dotnet` | \| | azure, mgmt, weightsandbiases, dotnet | azure, mgmt, weightsandbiases, dotnet | -| `azure-monitor-ingestion-java` | \| | azure, monitor, ingestion, java | azure, monitor, ingestion, java | -| `azure-monitor-opentelemetry-exporter-java` | \| | azure, monitor, opentelemetry, exporter, java | azure, monitor, opentelemetry, exporter, java | -| `azure-monitor-query-java` | \| | azure, monitor, query, java | azure, monitor, query, java | -| `azure-resource-manager-cosmosdb-dotnet` | \| | azure, resource, manager, cosmosdb, dotnet | azure, resource, manager, cosmosdb, dotnet | -| `azure-resource-manager-durabletask-dotnet` | \| | azure, resource, manager, durabletask, dotnet | azure, resource, manager, durabletask, dotnet | -| `azure-resource-manager-playwright-dotnet` | \| | azure, resource, manager, playwright, dotnet | azure, resource, manager, playwright, dotnet | -| `azure-resource-manager-postgresql-dotnet` | \| | azure, resource, manager, postgresql, dotnet | azure, resource, manager, postgresql, dotnet | -| `azure-resource-manager-redis-dotnet` | \| | azure, resource, manager, redis, dotnet | azure, resource, manager, redis, dotnet | -| `azure-search-documents-dotnet` | \| | azure, search, documents, dotnet | azure, search, documents, dotnet | -| `azure-servicebus-dotnet` | \| | azure, servicebus, dotnet | azure, servicebus, dotnet | +| `azure-monitor-opentelemetry-exporter-py` | Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights. +Triggers: "azure-monitor-opentelemetry-expor... | azure, monitor, opentelemetry, exporter, py | azure, monitor, opentelemetry, exporter, py, python, low, level, export, application, insights, triggers | +| `azure-monitor-opentelemetry-py` | Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation. +Triggers: "azure-monitor-opentelemetry"... | azure, monitor, opentelemetry, py | azure, monitor, opentelemetry, py, distro, python, one, line, application, insights, setup, auto | +| `azure-resource-manager-durabletask-dotnet` | Azure Resource Manager SDK for Durable Task Scheduler in .NET. Use for MANAGEMENT PLANE operations: creating/managing Durable Task Schedulers, Task Hubs, and... | azure, resource, manager, durabletask, dotnet | azure, resource, manager, durabletask, dotnet, sdk, durable, task, scheduler, net, plane, operations | +| `azure-resource-manager-playwright-dotnet` | Azure Resource Manager SDK for Microsoft Playwright Testing in .NET. Use for MANAGEMENT PLANE operations: creating/managing Playwright Testing workspaces, ch... | azure, resource, manager, playwright, dotnet | azure, resource, manager, playwright, dotnet, sdk, microsoft, testing, net, plane, operations, creating | +| `azure-speech-to-text-rest-py` | Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK. +Triggers: "... | azure, speech, to, text, rest, py | azure, speech, to, text, rest, py, api, short, audio, python, simple, recognition | | `azure-storage-blob-java` | Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with ... | azure, storage, blob, java | azure, storage, blob, java, applications, sdk, uploading, downloading, managing, files, working, containers | -| `azure-storage-blob-rust` | \| | azure, storage, blob, rust | azure, storage, blob, rust | +| `azure-storage-blob-py` | Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle. +Triggers: "blob storage", "BlobSer... | azure, storage, blob, py | azure, storage, blob, py, sdk, python, uploading, downloading, listing, blobs, managing, containers | +| `azure-storage-blob-rust` | Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers. +Triggers: "blob storage rust", "BlobClient rust", "upload... | azure, storage, blob, rust | azure, storage, blob, rust, sdk, uploading, downloading, managing, blobs, containers, triggers, blobclient | +| `azure-storage-blob-ts` | Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and conta... | azure, storage, blob, ts | azure, storage, blob, ts, javascript, typescript, sdk, operations, uploading, downloading, listing, managing | +| `azure-storage-file-share-ts` | Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations. Use for creating shares, managing directories, uploadin... | azure, storage, file, share, ts | azure, storage, file, share, ts, javascript, typescript, sdk, smb, operations, creating, shares | +| `azure-storage-queue-py` | Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing. +Triggers: "queue storage", "QueueServic... | azure, storage, queue, py | azure, storage, queue, py, sdk, python, reliable, message, queuing, task, distribution, asynchronous | +| `azure-storage-queue-ts` | Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages... | azure, storage, queue, ts | azure, storage, queue, ts, javascript, typescript, sdk, message, operations, sending, receiving, peeking | | `azure-web-pubsub-ts` | Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSoc... | azure, web, pubsub, ts | azure, web, pubsub, ts, real, time, messaging, applications, sdks, javascript, client, implementing | -| `backend-architect` | Expert backend architect specializing in scalable API design, | backend | backend, architect, specializing, scalable, api | | `backend-dev-guidelines` | Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency i... | backend, dev, guidelines | backend, dev, guidelines, opinionated, development, standards, node, js, express, typescript, microservices, covers | | `bevy-ecs-expert` | Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling. | bevy, ecs | bevy, ecs, entity, component, rust, covering, queries, resources, parallel, scheduling | | `bullmq-specialist` | BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull que... | bullmq | bullmq, redis, backed, job, queues, background, processing, reliable, async, execution, node, js | @@ -345,26 +484,32 @@ Total skills: 944 | `cc-skill-frontend-patterns` | Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices. | cc, skill, frontend | cc, skill, frontend, development, react, next, js, state, performance, optimization, ui | | `context7-auto-research` | Automatically fetch latest library/framework documentation for Claude Code via Context7 API | context7, auto, research | context7, auto, research, automatically, fetch, latest, library, framework, documentation, claude, code, via | | `copilot-sdk` | Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Pytho... | copilot, sdk | copilot, sdk, applications, powered, github, creating, programmatic, integrations, node, js, typescript, python | -| `csharp-pro` | Write modern C# code with advanced features like records, pattern | csharp | csharp, pro, write, code, features, like, records | +| `csharp-pro` | Write modern C# code with advanced features like records, pattern +matching, and async/await. Optimizes .NET applications, implements enterprise +patterns, and... | csharp | csharp, pro, write, code, features, like, records, matching, async, await, optimizes, net | | `dbos-golang` | DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and ... | dbos, golang | dbos, golang, go, sdk, building, reliable, fault, tolerant, applications, durable, skill, writing | | `dbos-python` | DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workfl... | dbos, python | dbos, python, sdk, building, reliable, fault, tolerant, applications, durable, skill, writing, code | | `dbos-typescript` | DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creatin... | dbos, typescript | dbos, typescript, sdk, building, reliable, fault, tolerant, applications, durable, skill, writing, code | | `development` | Comprehensive web, mobile, and backend development workflow bundling frontend, backend, full-stack, and mobile development skills for end-to-end application ... | | development, web, mobile, backend, bundling, frontend, full, stack, skills, application, delivery | | `discord-bot-architect` | Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactiv... | discord, bot | discord, bot, architect, specialized, skill, building, bots, covers, js, javascript, pycord, python | -| `django-pro` | Master Django 5.x with async views, DRF, Celery, and Django | django | django, pro, async, views, drf, celery | | `documentation` | Documentation generation workflow covering API docs, architecture docs, README files, code comments, and technical writing. | documentation | documentation, generation, covering, api, docs, architecture, readme, files, code, comments, technical, writing | -| `dotnet-architect` | Expert .NET backend architect specializing in C#, ASP.NET Core, | dotnet | dotnet, architect, net, backend, specializing, asp, core | +| `dotnet-architect` | Expert .NET backend architect specializing in C#, ASP.NET Core, +Entity Framework, Dapper, and enterprise application patterns. Masters +async/await, dependenc... | dotnet | dotnet, architect, net, backend, specializing, asp, core, entity, framework, dapper, enterprise, application | | `dotnet-backend-patterns` | Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Ent... | dotnet, backend | dotnet, backend, net, development, building, robust, apis, mcp, servers, enterprise, applications, covers | | `exa-search` | Semantic search, similar content discovery, and structured research using Exa API | exa, search | exa, search, semantic, similar, content, discovery, structured, research, api | -| `fastapi-pro` | Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and | fastapi | fastapi, pro, high, performance, async, apis, sqlalchemy | +| `fastapi-pro` | Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and +Pydantic V2. Master microservices, WebSockets, and modern Python async +patterns. Use PROA... | fastapi | fastapi, pro, high, performance, async, apis, sqlalchemy, pydantic, v2, microservices, websockets, python | | `fastapi-router-py` | Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new rout... | fastapi, router, py | fastapi, router, py, routers, crud, operations, authentication, dependencies, proper, response, models, building | | `fastapi-templates` | Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applicati... | fastapi | fastapi, async, dependency, injection, error, handling, building, new, applications, setting, up, backend | | `firecrawl-scraper` | Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API | firecrawl, scraper | firecrawl, scraper, deep, web, scraping, screenshots, pdf, parsing, website, crawling, api | -| `flutter-expert` | Master Flutter development with Dart 3, advanced widgets, and | flutter | flutter, development, dart, widgets | | `fp-ts-errors` | Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with f... | fp, ts, errors | fp, ts, errors, handle, values, either, taskeither, cleaner, predictable, typescript, code, implementing | | `fp-ts-pragmatic` | A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScr... | fp, ts, pragmatic | fp, ts, pragmatic, practical, jargon, free, functional, programming, 80, 20, approach, gets | | `frontend-design` | Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styli... | frontend | frontend, distinctive, grade, interfaces, intentional, aesthetics, high, craft, non, generic, visual, identity | -| `frontend-developer` | Build React components, implement responsive layouts, and handle | frontend | frontend, developer, react, components, responsive, layouts, handle | +| `frontend-developer` | Build React components, implement responsive layouts, and handle +client-side state management. Masters React 19, Next.js 15, and modern +frontend architecture... | frontend | frontend, developer, react, components, responsive, layouts, handle, client, side, state, masters, 19 | | `frontend-mobile-development-component-scaffold` | You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete componen... | frontend, mobile, component | frontend, mobile, component, development, scaffold, react, architecture, specializing, scaffolding, accessible, performant, components | | `frontend-slides` | Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a... | frontend, slides | frontend, slides, stunning, animation, rich, html, presentations, scratch, converting, powerpoint, files, user | | `game-development/mobile-games` | Mobile game development principles. Touch input, battery, performance, app stores. | game, development/mobile, games | game, development/mobile, games, mobile, development, principles, touch, input, battery, performance, app, stores | @@ -372,21 +517,26 @@ Total skills: 944 | `go-concurrency-patterns` | Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or de... | go, concurrency | go, concurrency, goroutines, channels, sync, primitives, context, building, concurrent, applications, implementing, worker | | `go-playwright` | Expert capability for robust, stealthy, and efficient browser automation using Playwright Go. | go, playwright | go, playwright, capability, robust, stealthy, efficient, browser, automation | | `go-rod-master` | Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns. | go, rod, master | go, rod, master, browser, automation, web, scraping, chrome, devtools, protocol, including, stealth | -| `golang-pro` | Master Go 1.21+ with modern patterns, advanced concurrency, | golang | golang, pro, go, 21, concurrency | +| `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 | -| `ios-developer` | Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, | ios | ios, developer, develop, native, applications, swift, swiftui, masters, 18 | -| `java-pro` | Master Java 21+ with modern features like virtual threads, pattern | java | java, pro, 21, features, like, virtual, threads | | `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 | javascript | javascript, pro, es6, async, node, js | +| `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 | | `javascript-testing-patterns` | Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fi... | javascript | javascript, testing, jest, vitest, library, unit, tests, integration, mocking, fixtures, test, driven | | `javascript-typescript-typescript-scaffold` | You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project st... | javascript, typescript | javascript, typescript, scaffold, architecture, specializing, scaffolding, node, js, frontend, applications, generate, complete | | `launch-strategy` | When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature r... | launch | launch, user, wants, plan, product, feature, announcement, release, mentions, hunt, go, market | -| `m365-agents-dotnet` | \| | m365, agents, dotnet | m365, agents, dotnet | +| `m365-agents-ts` | Microsoft 365 Agents SDK for TypeScript/Node.js. Build multichannel agents for Teams/M365/Copilot Studio with AgentApplication routing, Express hosting, stre... | m365, agents, ts | m365, agents, ts, microsoft, 365, sdk, typescript, node, js, multichannel, teams, copilot | | `makepad-skills` | Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting. | makepad, skills | makepad, skills, ui, development, rust, apps, setup, shaders, packaging, troubleshooting | | `memory-safety-patterns` | Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, ... | memory, safety | memory, safety, safe, programming, raii, ownership, smart, pointers, resource, rust, writing, code | -| `microsoft-azure-webjobs-extensions-authentication-events-dotnet` | \| | microsoft, azure, webjobs, extensions, authentication, events, dotnet | microsoft, azure, webjobs, extensions, authentication, events, dotnet | +| `microsoft-azure-webjobs-extensions-authentication-events-dotnet` | Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions. Use for token enrichment, custom claims, a... | microsoft, azure, webjobs, extensions, authentication, events, dotnet | microsoft, azure, webjobs, extensions, authentication, events, dotnet, entra, sdk, net, functions, triggers | | `mobile-design` | Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mob... | mobile | mobile, first, engineering, doctrine, ios, android, apps, covers, touch, interaction, performance, platform | -| `mobile-developer` | Develop React Native, Flutter, or native mobile apps with modern | mobile | mobile, developer, develop, react, native, flutter, apps | +| `mobile-developer` | Develop React Native, Flutter, or native mobile apps with modern +architecture patterns. Masters cross-platform development, native +integrations, offline sync... | mobile | mobile, developer, develop, react, native, flutter, apps, architecture, masters, cross, platform, development | | `modern-javascript-patterns` | Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional progra... | modern, javascript | modern, javascript, es6, features, including, async, await, destructuring, spread, operators, arrow, functions | | `multi-platform-apps-multi-platform` | Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies. | multi, platform, apps | multi, platform, apps, deploy, same, feature, consistently, web, mobile, desktop, platforms, api | | `n8n-code-python` | Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Py... | n8n, code, python | n8n, code, python, write, nodes, writing, input, json, node, syntax, working, standard | @@ -398,7 +548,9 @@ Total skills: 944 | `python-packaging` | Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, cre... | python, packaging | python, packaging, distributable, packages, proper, structure, setup, py, pyproject, toml, publishing, pypi | | `python-patterns` | Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying. | python | python, development, principles, decision, making, framework, selection, async, type, hints, structure, teaches | | `python-performance-optimization` | Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottleneck... | python, performance, optimization | python, performance, optimization, profile, optimize, code, cprofile, memory, profilers, debugging, slow, optimizing | -| `python-pro` | Master Python 3.12+ with modern features, async programming, | python | python, pro, 12, features, async, programming | +| `python-pro` | Master Python 3.12+ with modern features, async programming, +performance optimization, and production-ready practices. Expert in the latest +Python ecosystem ... | python | python, pro, 12, features, async, programming, performance, optimization, latest, ecosystem, including, uv | | `python-testing-patterns` | Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites... | python | python, testing, pytest, fixtures, mocking, test, driven, development, writing, tests, setting, up | | `react-best-practices` | React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.j... | react, best, practices | react, best, practices, next, js, performance, optimization, guidelines, vercel, engineering, skill, should | | `react-flow-architect` | Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integra... | react, flow | react, flow, architect, reactflow, building, interactive, graph, applications, hierarchical, node, edge, performance | @@ -408,11 +560,17 @@ Total skills: 944 | `react-nextjs-development` | React and Next.js 14+ application development with App Router, Server Components, TypeScript, Tailwind CSS, and modern frontend patterns. | react, nextjs | react, nextjs, development, next, js, 14, application, app, router, server, components, typescript | | `react-patterns` | Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices. | react | react, principles, hooks, composition, performance, typescript | | `react-state-management` | Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosin... | react, state | react, state, redux, toolkit, zustand, jotai, query, setting, up, global, managing, server | -| `reference-builder` | Creates exhaustive technical references and API documentation. | reference, builder | reference, builder, creates, exhaustive, technical, references, api, documentation | +| `reference-builder` | Creates exhaustive technical references and API documentation. +Generates comprehensive parameter listings, configuration guides, and +searchable reference mat... | reference, builder | reference, builder, creates, exhaustive, technical, references, api, documentation, generates, parameter, listings, configuration | | `remotion-best-practices` | Best practices for Remotion - Video creation in React | remotion, video, react, animation, composition | remotion, video, react, animation, composition, creation | -| `ruby-pro` | Write idiomatic Ruby code with metaprogramming, Rails patterns, and | ruby | ruby, pro, write, idiomatic, code, metaprogramming, rails | +| `ruby-pro` | Write idiomatic Ruby code with metaprogramming, Rails patterns, and +performance optimization. Specializes in Ruby on Rails, gem development, and +testing fram... | ruby | ruby, pro, write, idiomatic, code, metaprogramming, rails, performance, optimization, specializes, gem, development | | `rust-async-patterns` | Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing conc... | rust, async | rust, async, programming, tokio, traits, error, handling, concurrent, building, applications, implementing, debugging | -| `rust-pro` | Master Rust 1.75+ with modern async patterns, advanced type system | rust | rust, pro, 75, async, type | +| `rust-pro` | Master Rust 1.75+ with modern async patterns, advanced type system +features, and production-ready systems programming. Expert in the latest Rust +ecosystem in... | rust | rust, pro, 75, async, type, features, programming, latest, ecosystem, including, tokio, axum | | `senior-fullstack` | Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaf... | senior, fullstack | senior, fullstack, development, skill, building, complete, web, applications, react, next, js, node | | `shopify-apps` | Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris co... | shopify, apps | shopify, apps, app, development, including, remix, react, router, embedded, bridge, webhook, handling | | `shopify-development` | Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid. @@ -423,68 +581,44 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `systems-programming-rust-project` | You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo to... | programming, rust | programming, rust, architecture, specializing, scaffolding, applications, generate, complete, structures, cargo, tooling, proper | | `tavily-web` | Web search, content extraction, crawling, and research capabilities using Tavily API | tavily, web | tavily, web, search, content, extraction, crawling, research, capabilities, api | | `telegram-mini-app` | Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, ... | telegram, mini, app | telegram, mini, app, building, apps, twa, web, run, inside, native, like, experience | -| `temporal-python-pro` | Master Temporal workflow orchestration with Python SDK. Implements | temporal, python | temporal, python, pro, orchestration, sdk, implements | | `temporal-python-testing` | Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development s... | temporal, python | temporal, python, testing, test, pytest, time, skipping, mocking, covers, unit, integration, replay | | `twilio-communications` | Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simpl... | twilio, communications | twilio, communications, communication, features, sms, messaging, voice, calls, whatsapp, business, api, user | | `typescript-advanced-types` | Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe app... | typescript, advanced, types | typescript, advanced, types, type, including, generics, conditional, mapped, literals, utility, building, safe | -| `typescript-expert` | >- | typescript | typescript | -| `typescript-pro` | Master TypeScript with advanced types, generics, and strict type | typescript | typescript, pro, types, generics, strict, type | +| `typescript-expert` | TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and mode... | typescript | typescript, javascript, deep, knowledge, type, level, programming, performance, optimization, monorepo, migration, tooling | +| `typescript-pro` | Master TypeScript with advanced types, generics, and strict type +safety. Handles complex type systems, decorators, and enterprise-grade +patterns. Use PROACTI... | typescript | typescript, pro, types, generics, strict, type, safety, complex, decorators, enterprise, grade, proactively | | `ui-ux-pro-max` | UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwi... | ui, ux, max | ui, ux, max, pro, intelligence, 50, styles, 21, palettes, font, pairings, 20 | | `uv-package-manager` | Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python pr... | uv, package, manager | uv, package, manager, fast, python, dependency, virtual, environments, setting, up, managing, dependencies | | `viral-generator-builder` | Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers t... | viral, generator, builder | viral, generator, builder, building, shareable, go, name, generators, quiz, makers, avatar, creators | | `webapp-testing` | Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing... | webapp | webapp, testing, toolkit, interacting, local, web, applications, playwright, supports, verifying, frontend, functionality | | `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 (221) +## general (164) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | | `00-andruia-consultant` | Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español. | 00, andruia, consultant | 00, andruia, consultant, arquitecto, de, soluciones, principal, consultor, tecnol, gico, andru, ia | +| `10-andruia-skill-smith` | Ingeniero de Sistemas de Andru.ia. Diseña, redacta y despliega nuevas habilidades (skills) dentro del repositorio siguiendo el Estándar de Diamante. | 10, andruia, skill, smith | 10, andruia, skill, smith, ingeniero, de, sistemas, andru, ia, dise, redacta, despliega | | `20-andruia-niche-intelligence` | Estratega de Inteligencia de Dominio de Andru.ia. Analiza el nicho específico de un proyecto para inyectar conocimientos, regulaciones y estándares únicos de... | 20, andruia, niche, intelligence | 20, andruia, niche, intelligence, estratega, de, inteligencia, dominio, andru, ia, analiza, el | | `address-github-comments` | Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI. | address, github, comments | address, github, comments, review, issue, open, pull, request, gh, cli | | `agent-manager-skill` | Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling. | agent, manager, skill | agent, manager, skill, multiple, local, cli, agents, via, tmux, sessions, start, stop | | `algorithmic-art` | Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, gener... | algorithmic, art | algorithmic, art, creating, p5, js, seeded, randomness, interactive, parameter, exploration, users, request | -| `angular` | >- | angular | angular | | `angular-best-practices` | Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and... | angular, best, practices | angular, best, practices, performance, optimization, writing, reviewing, refactoring, code, optimal, bundle, size | | `angular-migration` | Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applicat... | angular, migration | angular, migration, migrate, angularjs, hybrid, mode, incremental, component, rewriting, dependency, injection, updates | | `anti-reversing-techniques` | Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti... | anti, reversing, techniques | anti, reversing, techniques, understand, obfuscation, protection, encountered, during, software, analysis, analyzing, protected | | `app-builder` | Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordina... | app, builder | app, builder, main, application, building, orchestrator, creates, full, stack, applications, natural, language | | `app-builder/templates` | Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks. | app, builder/templates | app, builder/templates, scaffolding, new, applications, creating, scratch, contains, 12, various, tech, stacks | -| `arm-cortex-expert` | > | arm, cortex | arm, cortex | +| `arm-cortex-expert` | Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). Decades of ... | arm, cortex | arm, cortex, senior, embedded, software, engineer, specializing, firmware, driver, development, microcontrollers, teensy | | `avalonia-layout-zafiro` | Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy. | avalonia, layout, zafiro | avalonia, layout, zafiro, guidelines, ui, emphasizing, shared, styles, generic, components, avoiding, xaml | | `avalonia-zafiro-development` | Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit. | avalonia, zafiro | avalonia, zafiro, development, mandatory, skills, conventions, behavioral, rules, ui, toolkit | | `aws-cost-cleanup` | Automated cleanup of unused AWS resources to reduce costs | aws, cost, cleanup | aws, cost, cleanup, automated, unused, resources, reduce, costs | | `aws-cost-optimizer` | Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer | aws, cost, optimizer | aws, cost, optimizer, analysis, optimization, recommendations, cli, explorer | -| `azure-appconfiguration-py` | \| | azure, appconfiguration, py | azure, appconfiguration, py | -| `azure-containerregistry-py` | \| | azure, containerregistry, py | azure, containerregistry, py | -| `azure-cosmos-py` | \| | azure, cosmos, py | azure, cosmos, py | -| `azure-cosmos-ts` | \| | azure, cosmos, ts | azure, cosmos, ts | -| `azure-eventgrid-py` | \| | azure, eventgrid, py | azure, eventgrid, py | -| `azure-eventhub-py` | \| | azure, eventhub, py | azure, eventhub, py | -| `azure-identity-py` | \| | azure, identity, py | azure, identity, py | -| `azure-keyvault-py` | \| | azure, keyvault, py | azure, keyvault, py | -| `azure-messaging-webpubsubservice-py` | \| | azure, messaging, webpubsubservice, py | azure, messaging, webpubsubservice, py | -| `azure-mgmt-apicenter-py` | \| | azure, mgmt, apicenter, py | azure, mgmt, apicenter, py | -| `azure-mgmt-apimanagement-py` | \| | azure, mgmt, apimanagement, py | azure, mgmt, apimanagement, py | -| `azure-mgmt-botservice-py` | \| | azure, mgmt, botservice, py | azure, mgmt, botservice, py | -| `azure-mgmt-fabric-py` | \| | azure, mgmt, fabric, py | azure, mgmt, fabric, py | -| `azure-monitor-ingestion-py` | \| | azure, monitor, ingestion, py | azure, monitor, ingestion, py | -| `azure-monitor-opentelemetry-exporter-py` | \| | azure, monitor, opentelemetry, exporter, py | azure, monitor, opentelemetry, exporter, py | -| `azure-monitor-opentelemetry-py` | \| | azure, monitor, opentelemetry, py | azure, monitor, opentelemetry, py | -| `azure-monitor-query-py` | \| | azure, monitor, query, py | azure, monitor, query, py | -| `azure-search-documents-py` | \| | azure, search, documents, py | azure, search, documents, py | -| `azure-servicebus-py` | \| | azure, servicebus, py | azure, servicebus, py | -| `azure-speech-to-text-rest-py` | \| | azure, speech, to, text, rest, py | azure, speech, to, text, rest, py | -| `azure-storage-blob-py` | \| | azure, storage, blob, py | azure, storage, blob, py | -| `azure-storage-blob-ts` | \| | azure, storage, blob, ts | azure, storage, blob, ts | -| `azure-storage-file-datalake-py` | \| | azure, storage, file, datalake, py | azure, storage, file, datalake, py | -| `azure-storage-file-share-py` | \| | azure, storage, file, share, py | azure, storage, file, share, py | -| `azure-storage-file-share-ts` | \| | azure, storage, file, share, ts | azure, storage, file, share, ts | -| `azure-storage-queue-py` | \| | azure, storage, queue, py | azure, storage, queue, py | -| `azure-storage-queue-ts` | \| | azure, storage, queue, ts | azure, storage, queue, ts | | `backtesting-frameworks` | Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developin... | backtesting, frameworks | backtesting, frameworks, robust, trading, proper, handling, look, ahead, bias, survivorship, transaction, costs | | `bazel-build-optimization` | Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise co... | bazel, build, optimization | bazel, build, optimization, optimize, large, scale, monorepos, configuring, implementing, remote, execution, optimizing | -| `blockchain-developer` | Build production-ready Web3 applications, smart contracts, and | blockchain | blockchain, developer, web3, applications, smart, contracts | +| `blockchain-developer` | Build production-ready Web3 applications, smart contracts, and +decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and +enterprise blockcha... | blockchain | blockchain, developer, web3, applications, smart, contracts, decentralized, implements, defi, protocols, nft, platforms | | `brand-guidelines-anthropic` | Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand co... | brand, guidelines, anthropic | brand, guidelines, anthropic, applies, official, colors, typography, any, sort, artifact, may, benefit | | `brand-guidelines-community` | Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand co... | brand, guidelines, community | brand, guidelines, community, applies, anthropic, official, colors, typography, any, sort, artifact, may | | `busybox-on-windows` | How to use a Win32 build of BusyBox to run many of the standard UNIX command line tools on Windows. | busybox, on, windows | busybox, on, windows, how, win32, run, many, standard, unix, command, line | @@ -499,13 +633,13 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `claude-speed-reader` | -Speed read Claude's responses at 600+ WPM using RSVP with Spritz-style ORP highlighting | claude, speed, reader | claude, speed, reader, read, responses, 600, wpm, rsvp, spritz, style, orp, highlighting | | `claude-win11-speckit-update-skill` | Windows 11 system management | claude, win11, speckit, update, skill | claude, win11, speckit, update, skill, windows, 11 | | `clean-code` | Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and... | clean, code | clean, code, applies, principles, robert, martin, skill, writing, reviewing, refactoring, high, quality | +| `cloudflare-workers-expert` | Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage. | cloudflare, workers | cloudflare, workers, edge, computing, ecosystem, covers, wrangler, kv, d1, durable, objects, r2 | | `code-documentation-code-explain` | You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform dif... | code, documentation, explain | code, documentation, explain, education, specializing, explaining, complex, through, clear, narratives, visual, diagrams | | `code-refactoring-context-restore` | Use when working with code refactoring context restore | code, refactoring, restore | code, refactoring, restore, context, working | | `code-refactoring-tech-debt` | You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncov... | code, refactoring, tech, debt | code, refactoring, tech, debt, technical, specializing, identifying, quantifying, prioritizing, software, analyze, codebase | | `code-review-excellence` | Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use wh... | code, excellence | code, excellence, review, effective, provide, constructive, feedback, catch, bugs, early, foster, knowledge | | `codebase-cleanup-tech-debt` | You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncov... | codebase, cleanup, tech, debt | codebase, cleanup, tech, debt, technical, specializing, identifying, quantifying, prioritizing, software, analyze, uncover | | `commit` | Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows convention... | commit | commit, messages, following, sentry, conventions, committing, code, changes, writing, formatting, git, history | -| `competitive-landscape` | This skill should be used when the user asks to \"analyze | competitive, landscape | competitive, landscape, skill, should, used, user, asks, analyze | | `comprehensive-review-full-review` | Use when working with comprehensive review full review | comprehensive, full | comprehensive, full, review, working | | `comprehensive-review-pr-enhance` | You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descri... | comprehensive, pr, enhance | comprehensive, pr, enhance, review, optimization, specializing, creating, high, quality, pull, requests, facilitate | | `computer-vision-expert` | SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis. | computer, vision | computer, vision, sota, 2026, specialized, yolo26, segment, anything, sam, language, models, real | @@ -515,19 +649,17 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `context-management-context-restore` | Use when working with context management context restore | restore | restore, context, working | | `context-management-context-save` | Use when working with context management context save | save | save, context, working | | `context-optimization` | Apply compaction, masking, and caching strategies | optimization | optimization, context, apply, compaction, masking, caching | -| `copywriting` | > | copywriting | copywriting | -| `cpp-pro` | Write idiomatic C++ code with modern features, RAII, smart | cpp | cpp, pro, write, idiomatic, code, features, raii, smart | | `create-pr` | Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code revi... | create, pr | create, pr, pull, requests, following, sentry, conventions, opening, prs, writing, descriptions, preparing | -| `crypto-bd-agent` | > | crypto, business-development, token-scanning, x402, erc-8004, autonomous-agent, solana, ethereum, wallet-forensics | crypto, business-development, token-scanning, x402, erc-8004, autonomous-agent, solana, ethereum, wallet-forensics, bd, agent | | `culture-index` | Index and search culture documentation | culture, index | culture, index, search, documentation | | `daily-news-report` | Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports. | daily, news, report | daily, news, report, scrapes, content, preset, url, list, filters, high, quality, technical | | `debugging-strategies` | Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use ... | debugging, strategies | debugging, strategies, systematic, techniques, profiling, root, cause, analysis, efficiently, track, down, bugs | | `debugging-toolkit-smart-debug` | Use when working with debugging toolkit smart debug | debugging, debug | debugging, debug, toolkit, smart, working | | `design-md` | Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files | md | md, analyze, stitch, synthesize, semantic, files | | `dispatching-parallel-agents` | Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies | dispatching, parallel, agents | dispatching, parallel, agents, facing, independent, tasks, worked, without, shared, state, sequential, dependencies | -| `docs-architect` | Creates comprehensive technical documentation from existing | docs | docs, architect, creates, technical, documentation, existing | | `docx-official` | Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude ... | docx, official | docx, official, document, creation, editing, analysis, tracked, changes, comments, formatting, preservation, text | -| `dx-optimizer` | Developer Experience specialist. Improves tooling, setup, and | dx, optimizer | dx, optimizer, developer, experience, improves, tooling, setup | +| `dx-optimizer` | Developer Experience specialist. Improves tooling, setup, and +workflows. Use PROACTIVELY when setting up new projects, after team feedback, +or when developme... | dx, optimizer | dx, optimizer, developer, experience, improves, tooling, setup, proactively, setting, up, new, after | | `email-sequence` | When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions... | email, sequence | email, sequence, user, wants, optimize, drip, campaign, automated, flow, lifecycle, program, mentions | | `environment-setup-guide` | Guide developers through setting up development environments with proper tools, dependencies, and configurations | environment, setup | environment, setup, developers, through, setting, up, development, environments, proper, dependencies, configurations | | `error-debugging-multi-agent-review` | Use when working with error debugging multi agent review | error, debugging, multi, agent | error, debugging, multi, agent, review, working | @@ -538,9 +670,7 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `ffuf-claude-skill` | Web fuzzing with ffuf | ffuf, claude, skill | ffuf, claude, skill, web, fuzzing | | `file-organizer` | Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use when user wants ... | file, organizer | file, organizer, intelligently, organizes, files, folders, understanding, context, finding, duplicates, suggesting, better | | `finishing-a-development-branch` | Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting s... | finishing, a, branch | finishing, a, branch, development, complete, all, tests, pass, decide, how, integrate, work | -| `firmware-analyst` | Expert firmware analyst specializing in embedded systems, IoT | firmware, analyst | firmware, analyst, specializing, embedded, iot | | `fix-review` | Verify fix commits address audit findings without new bugs | fix | fix, review, verify, commits, address, audit, findings, without, new, bugs | -| `form-cro` | > | form, cro | form, cro | | `framework-migration-code-migrate` | You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migrat... | framework, migration, code, migrate | framework, migration, code, migrate, specializing, transitioning, codebases, between, frameworks, languages, versions, platforms | | `game-development` | Game development orchestrator. Routes to platform-specific skills based on project needs. | game | game, development, orchestrator, routes, platform, specific, skills | | `game-development/2d-games` | 2D game development principles. Sprites, tilemaps, physics, camera. | game, development/2d, games | game, development/2d, games, 2d, development, principles, sprites, tilemaps, physics, camera | @@ -556,44 +686,30 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `git-pushing` | Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to... | git, pushing | git, pushing, stage, commit, push, changes, conventional, messages, user, wants, mentions, remote | | `github-issue-creator` | Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error me... | github, issue, creator | github, issue, creator, convert, raw, notes, error, logs, voice, dictation, screenshots, crisp | | `godot-4-migration` | Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports. | godot, 4, migration | godot, 4, migration, specialized, migrating, gdscript, covering, syntax, changes, tweens, exports | -| `graphql-architect` | Master modern GraphQL with federation, performance optimization, | graphql | graphql, architect, federation, performance, optimization | -| `hig-components-content` | > | hig, components, content | hig, components, content | -| `hig-components-controls` | >- | hig, components, controls | hig, components, controls | -| `hig-components-dialogs` | >- | hig, components, dialogs | hig, components, dialogs | -| `hig-components-layout` | > | hig, components, layout | hig, components, layout | -| `hig-components-menus` | >- | hig, components, menus | hig, components, menus | -| `hig-components-search` | >- | hig, components, search | hig, components, search | -| `hig-components-status` | > | hig, components, status | hig, components, status | -| `hig-components-system` | > | hig, components | hig, components | -| `hig-foundations` | > | hig, foundations | hig, foundations | -| `hig-inputs` | > | hig, inputs | hig, inputs | -| `hig-platforms` | > | hig, platforms | hig, platforms | -| `hig-project-context` | >- | hig | hig, context | -| `hig-technologies` | > | hig, technologies | hig, technologies | +| `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 | | `hugging-face-cli` | Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create ... | hugging, face, cli | hugging, face, cli, execute, hub, operations, hf, user, download, models, datasets, spaces | | `hugging-face-jobs` | This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, ... | hugging, face, jobs | hugging, face, jobs, skill, should, used, users, want, run, any, workload, infrastructure | -| `imagen` | \| | imagen | imagen | +| `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 | | `internal-comms-anthropic` | A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenev... | internal, comms, anthropic | internal, comms, anthropic, set, resources, me, write, all, kinds, communications, formats, my | | `internal-comms-community` | A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenev... | internal, comms, community | internal, comms, community, set, resources, me, write, all, kinds, communications, formats, my | | `inventory-demand-planning` | Codified expertise for demand forecasting, safety stock optimisation, replenishment planning, and promotional lift estimation at multi-location retailers. In... | inventory, demand, planning | inventory, demand, planning, codified, expertise, forecasting, safety, stock, optimisation, replenishment, promotional, lift | -| `julia-pro` | Master Julia 1.10+ with modern features, performance optimization, | julia | julia, pro, 10, features, performance, optimization | | `last30days` | Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool. | last30days | last30days, research, topic, last, 30, days, reddit, web, become, write, copy, paste | -| `legacy-modernizer` | Refactor legacy codebases, migrate outdated frameworks, and | legacy, modernizer | legacy, modernizer, refactor, codebases, migrate, outdated, frameworks | +| `legacy-modernizer` | Refactor legacy codebases, migrate outdated frameworks, and +implement gradual modernization. Handles technical debt, dependency updates, +and backward compati... | legacy, modernizer | legacy, modernizer, refactor, codebases, migrate, outdated, frameworks, gradual, modernization, technical, debt, dependency | | `linear-claude-skill` | Manage Linear issues, projects, and teams | linear, claude, skill | linear, claude, skill, issues, teams | | `lint-and-validate` | Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Tri... | lint, and, validate | lint, and, validate, automatic, quality, control, linting, static, analysis, procedures, after, every | | `linux-privilege-escalation` | This skill should be used when the user asks to "escalate privileges on Linux", "find privesc vectors on Linux systems", "exploit sudo misconfigurations", "a... | linux, privilege, escalation | linux, privilege, escalation, skill, should, used, user, asks, escalate, privileges, find, privesc | | `linux-shell-scripting` | This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage users", or... | linux, shell, scripting | linux, shell, scripting, skill, should, used, user, asks, bash, scripts, automate, tasks | | `logistics-exception-management` | Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ year... | logistics, exception | logistics, exception, codified, expertise, handling, freight, exceptions, shipment, delays, damages, losses, carrier | -| `m365-agents-py` | \| | m365, agents, py | m365, agents, py | -| `m365-agents-ts` | \| | m365, agents, ts | m365, agents, ts | | `mcp-builder` | Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use whe... | mcp, builder | mcp, builder, creating, high, quality, model, context, protocol, servers, enable, llms, interact | | `mcp-builder-ms` | Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use whe... | mcp, builder, ms | mcp, builder, ms, creating, high, quality, model, context, protocol, servers, enable, llms | | `memory-systems` | Design short-term, long-term, and graph-based memory architectures | memory | memory, short, term, long, graph, architectures | -| `mermaid-expert` | Create Mermaid diagrams for flowcharts, sequences, ERDs, and | mermaid | mermaid, diagrams, flowcharts, sequences, erds | | `micro-saas-launcher` | Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, p... | micro, saas, launcher | micro, saas, launcher, launching, small, products, fast, indie, hacker, approach, building, profitable | -| `minecraft-bukkit-pro` | Master Minecraft server plugin development with Bukkit, Spigot, and | minecraft, bukkit | minecraft, bukkit, pro, server, plugin, development, spigot | | `monorepo-management` | Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependen... | monorepo | monorepo, turborepo, nx, pnpm, workspaces, efficient, scalable, multi, package, repositories, optimized, dependency | | `n8n-mcp-tools-expert` | Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or us... | n8n, mcp | n8n, mcp, effectively, searching, nodes, validating, configurations, accessing, managing, any, provides, sele | | `nft-standards` | Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, ... | nft, standards | nft, standards, erc, 721, 1155, proper, metadata, handling, minting, marketplace, integration, creating | @@ -601,9 +717,7 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `obsidian-clipper-template-creator` | Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format cli... | obsidian, clipper, creator | obsidian, clipper, creator, creating, web, want, new, clipping, understand, available, variables, format | | `onboarding-cro` | When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding ... | onboarding, cro | onboarding, cro, user, wants, optimize, post, signup, activation, first, run, experience, time | | `oss-hunter` | Automatically hunt for high-impact OSS contribution opportunities in trending repositories. | oss, hunter | oss, hunter, automatically, hunt, high, impact, contribution, opportunities, trending, repositories | -| `page-cro` | > | page, cro | page, cro | | `paid-ads` | When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when ... | paid, ads | paid, ads, user, wants, advertising, campaigns, google, meta, facebook, instagram, linkedin, twitter | -| `payment-integration` | Integrate Stripe, PayPal, and payment processors. Handles checkout | payment, integration | payment, integration, integrate, stripe, paypal, processors, checkout | | `paypal-integration` | Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processin... | paypal, integration | paypal, integration, integrate, payment, processing, express, checkout, subscriptions, refund, implementing, payments, online | | `paywall-upgrade-cro` | When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgr... | paywall, upgrade, cro | paywall, upgrade, cro, user, wants, optimize, app, paywalls, screens, upsell, modals, feature | | `pdf-official` | Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs ... | pdf, official | pdf, official, manipulation, toolkit, extracting, text, tables, creating, new, pdfs, merging, splitting | @@ -612,20 +726,18 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `personal-tool-builder` | Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourse... | personal, builder | personal, builder, building, custom, solve, own, problems, first, products, often, start, scratch | | `plan-writing` | Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work. | plan, writing | plan, writing, structured, task, planning, clear, breakdowns, dependencies, verification, criteria, implementing, features | | `planning-with-files` | Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks,... | planning, with, files | planning, with, files, implements, manus, style, file, complex, tasks, creates, task, plan | -| `posix-shell-pro` | Expert in strict POSIX sh scripting for maximum portability across | posix, shell | posix, shell, pro, strict, sh, scripting, maximum, portability | +| `posix-shell-pro` | Expert in strict POSIX sh scripting for maximum portability across +Unix-like systems. Specializes in shell scripts that run on any +POSIX-compliant shell (das... | posix, shell | posix, shell, pro, strict, sh, scripting, maximum, portability, unix, like, specializes, scripts | | `pptx-official` | Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying o... | pptx, official | pptx, official, presentation, creation, editing, analysis, claude, work, presentations, files, creating, new | | `privilege-escalation-methods` | This skill should be used when the user asks to "escalate privileges", "get root access", "become administrator", "privesc techniques", "abuse sudo", "exploi... | privilege, escalation, methods | privilege, escalation, methods, skill, should, used, user, asks, escalate, privileges, get, root | | `prompt-engineer` | Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR, SOAP, CLEAR, GROW) | prompt-engineering, optimization, frameworks, ai-enhancement | prompt-engineering, optimization, frameworks, ai-enhancement, prompt, engineer, transforms, user, prompts, optimized, rtf, risen | | `prompt-library` | Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement techniques. Use... | prompt, library | prompt, library, curated, collection, high, quality, prompts, various, cases, includes, role, task | -| `quant-analyst` | Build financial models, backtest trading strategies, and analyze | quant, analyst | quant, analyst, financial, models, backtest, trading, analyze | | `readme` | When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,'... | readme | readme, user, wants, update, md, file, says, write, document, documentation, asks, he | | `receiving-code-review` | Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technic... | receiving, code | receiving, code, review, feedback, before, implementing, suggestions, especially, seems, unclear, technically, questionable | | `red-team-tools` | This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt for XSS vulnera... | red, team | red, team, skill, should, used, user, asks, follow, methodology, perform, bug, bounty | | `referral-program` | When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referr... | referral, program | referral, program, user, wants, optimize, analyze, affiliate, word, mouth, mentions, ambassador | | `requesting-code-review` | Use when completing tasks, implementing major features, or before merging to verify work meets requirements | requesting, code | requesting, code, review, completing, tasks, implementing, major, features, before, merging, verify, work | -| `reverse-engineer` | Expert reverse engineer specializing in binary analysis, | reverse | reverse, engineer, specializing, binary, analysis | -| `scala-pro` | Master enterprise-grade Scala development with functional | scala | scala, pro, enterprise, grade, development, functional | -| `schema-markup` | > | schema, markup | schema, markup | | `search-specialist` | Expert web researcher using advanced search techniques and synthesis. Masters search operators, result filtering, and multi-source verification. Handles comp... | search | search, web, researcher, techniques, synthesis, masters, operators, result, filtering, multi, source, verification | | `shader-programming-glsl` | Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects. | shader, programming, glsl | shader, programming, glsl, writing, efficient, shaders, vertex, fragment, web, game, engines, covering | | `sharp-edges` | Identify error-prone APIs and dangerous configurations | sharp, edges | sharp, edges, identify, error, prone, apis, dangerous, configurations | @@ -637,14 +749,16 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `social-content` | When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. A... | social, content | social, content, user, wants, creating, scheduling, optimizing, media, linkedin, twitter, instagram, tiktok | | `subagent-driven-development` | Use when executing implementation plans with independent tasks in the current session | subagent, driven | subagent, driven, development, executing, plans, independent, tasks, current, session | | `superpowers-lab` | Lab environment for Claude superpowers | superpowers, lab | superpowers, lab, environment, claude | -| `team-composition-analysis` | This skill should be used when the user asks to \"plan team | team, composition | team, composition, analysis, skill, should, used, user, asks, plan | | `theme-factory` | Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors... | theme, factory | theme, factory, toolkit, styling, artifacts, these, slides, docs, reportings, html, landing, pages | | `threejs-skills` | Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, anima... | threejs, skills | threejs, skills, 3d, scenes, interactive, experiences, visual, effects, three, js, user, requests | | `turborepo-caching` | Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing d... | turborepo, caching | turborepo, caching, configure, efficient, monorepo, local, remote, setting, up, optimizing, pipelines, implementing | -| `tutorial-engineer` | Creates step-by-step tutorials and educational content from code. | tutorial | tutorial, engineer, creates, step, tutorials, educational, content, code | +| `tutorial-engineer` | Creates step-by-step tutorials and educational content from code. +Transforms complex concepts into progressive learning experiences with +hands-on examples. U... | tutorial | tutorial, engineer, creates, step, tutorials, educational, content, code, transforms, complex, concepts, progressive | | `ui-skills` | Opinionated, evolving constraints to guide agents when building interfaces | ui, skills | ui, skills, opinionated, evolving, constraints, agents, building, interfaces | -| `ui-ux-designer` | Create interface designs, wireframes, and design systems. Masters | ui, ux, designer | ui, ux, designer, interface, designs, wireframes, masters | -| `unity-developer` | Build Unity games with optimized C# scripts, efficient rendering, | unity | unity, developer, games, optimized, scripts, efficient, rendering | +| `ui-ux-designer` | Create interface designs, wireframes, and design systems. Masters +user research, accessibility standards, and modern design tools. Specializes +in design toke... | ui, ux, designer | ui, ux, designer, interface, designs, wireframes, masters, user, research, accessibility, standards, specializes | | `upgrading-expo` | Upgrade Expo SDK versions | upgrading, expo | upgrading, expo, upgrade, sdk, versions | | `upstash-qstash` | Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash,... | upstash, qstash | upstash, qstash, serverless, message, queues, scheduled, jobs, reliable, http, task, delivery, without | | `using-git-worktrees` | Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with sma... | using, git, worktrees | using, git, worktrees, starting, feature, work, isolation, current, workspace, before, executing, plans | @@ -661,7 +775,7 @@ 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 (92) +## infrastructure (110) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | @@ -674,31 +788,65 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `azd-deployment` | Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration... | azd, deployment | azd, deployment, deploy, containerized, applications, azure, container, apps, developer, cli, setting, up | | `azure-ai-anomalydetector-java` | Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-serie... | azure, ai, anomalydetector, java | azure, ai, anomalydetector, java, anomaly, detection, applications, detector, sdk, implementing, univariate, multivariate | | `azure-identity-java` | Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azu... | azure, identity, java | azure, identity, java, sdk, authentication, implementing, defaultazurecredential, managed, principal, any, applic | +| `azure-identity-py` | Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching. +Triggers: "azure-ident... | azure, identity, py | azure, identity, py, sdk, python, authentication, defaultazurecredential, managed, principals, token, caching, triggers | | `azure-identity-ts` | Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, ma... | azure, identity, ts | azure, identity, ts, authenticate, sdk, javascript, configuring, authentication, defaultazurecredential, managed, principals | +| `azure-messaging-webpubsubservice-py` | Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns. +Triggers: "azure-messaging-webpubsubservic... | azure, messaging, webpubsubservice, py | azure, messaging, webpubsubservice, py, web, pubsub, sdk, python, real, time, websocket, connections | +| `azure-mgmt-apimanagement-dotnet` | Azure Resource Manager SDK for API Management in .NET. Use for MANAGEMENT PLANE operations: creating/managing APIM services, APIs, products, subscriptions, p... | azure, mgmt, apimanagement, dotnet | azure, mgmt, apimanagement, dotnet, resource, manager, sdk, api, net, plane, operations, creating | +| `azure-mgmt-applicationinsights-dotnet` | Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management. Use for creating Application Insights comp... | azure, mgmt, applicationinsights, dotnet | azure, mgmt, applicationinsights, dotnet, application, insights, sdk, net, performance, monitoring, observability, resource | +| `azure-mgmt-arizeaiobservabilityeval-dotnet` | Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). Use when managing Arize AI organizations +on Azure via Azure Marketplace, creati... | azure, mgmt, arizeaiobservabilityeval, dotnet | azure, mgmt, arizeaiobservabilityeval, dotnet, resource, manager, sdk, arize, ai, observability, evaluation, net | +| `azure-mgmt-botservice-dotnet` | Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, S... | azure, mgmt, botservice, dotnet | azure, mgmt, botservice, dotnet, resource, manager, sdk, bot, net, plane, operations, creating | +| `azure-mgmt-botservice-py` | Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources. +Triggers: "azure-mgmt-botservice", "Azu... | azure, mgmt, botservice, py | azure, mgmt, botservice, py, bot, sdk, python, creating, managing, configuring, resources, triggers | +| `azure-mgmt-weightsandbiases-dotnet` | Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketp... | azure, mgmt, weightsandbiases, dotnet | azure, mgmt, weightsandbiases, dotnet, weights, biases, sdk, net, ml, experiment, tracking, model | | `azure-microsoft-playwright-testing-ts` | Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted b... | azure, microsoft, playwright, ts | azure, microsoft, playwright, ts, testing, run, tests, scale, workspaces, formerly, scaling, browser | +| `azure-monitor-opentelemetry-exporter-java` | Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights. +Triggers: "AzureMonitorE... | azure, monitor, opentelemetry, exporter, java | azure, monitor, opentelemetry, exporter, java, export, traces, metrics, logs, application, insights, triggers | | `azure-monitor-opentelemetry-ts` | Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and... | azure, monitor, opentelemetry, ts | azure, monitor, opentelemetry, ts, instrument, applications, javascript, adding, distributed, tracing, metrics, logs | +| `azure-servicebus-dotnet` | Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions. Use for reliable message delivery, pub/sub patterns, d... | azure, servicebus, dotnet | azure, servicebus, dotnet, bus, sdk, net, enterprise, messaging, queues, topics, subscriptions, sessions | +| `azure-servicebus-py` | Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns. +Triggers: "service bus", "ServiceBusCli... | azure, servicebus, py | azure, servicebus, py, bus, sdk, python, messaging, queues, topics, subscriptions, enterprise, triggers | | `azure-servicebus-ts` | Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message ses... | azure, servicebus, ts | azure, servicebus, ts, messaging, applications, bus, sdk, javascript, implementing, queues, topics, subscriptions | +| `azure-storage-file-share-py` | Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud. +Triggers: "azure-storage-file-share", "Share... | azure, storage, file, share, py | azure, storage, file, share, py, sdk, python, smb, shares, directories, operations, cloud | +| `backend-architect` | Expert backend architect specializing in scalable API design, +microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC +APIs, event-driv... | backend | backend, architect, specializing, scalable, api, microservices, architecture, distributed, masters, rest, graphql, grpc | | `backend-development-feature-development` | Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and servi... | backend | backend, development, feature, orchestrate, requirements, deployment, coordinating, multi, phase, delivery, teams | | `bash-defensive-patterns` | Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requir... | bash, defensive | bash, defensive, programming, techniques, grade, scripts, writing, robust, shell, ci, cd, pipelines | -| `bash-pro` | Master of defensive Bash scripting for production automation, CI/CD | bash | bash, pro, defensive, scripting, automation, ci, cd | +| `bash-pro` | Master of defensive Bash scripting for production automation, CI/CD +pipelines, and system utilities. Expert in safe, portable, and testable shell +scripts. | bash | bash, pro, defensive, scripting, automation, ci, cd, pipelines, utilities, safe, portable, testable | | `bats-testing-patterns` | Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring t... | bats | bats, testing, bash, automated, shell, script, writing, tests, scripts, ci, cd, pipelines | | `box-automation` | Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (... | box | box, automation, automate, cloud, storage, operations, including, file, upload, download, search, folder | +| `c4-container` | Expert C4 Container-level documentation specialist. Synthesizes +Component-level documentation into Container-level architecture, mapping +components to deploy... | c4, container | c4, container, level, documentation, synthesizes, component, architecture, mapping, components, deployment, units, documenting | | `cdk-patterns` | Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 cons... | cdk | cdk, common, aws, constructs, building, cloud, infrastructure, typescript, python, java, designing, reusable | +| `chrome-extension-developer` | Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication. | chrome, extension | chrome, extension, developer, building, extensions, manifest, v3, covers, background, scripts, workers, content | | `cicd-automation-workflow-automate` | You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Desig... | cicd, automate | cicd, automate, automation, specializing, creating, efficient, ci, cd, pipelines, github, actions, automated | | `claude-d3js-skill` | Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisati... | claude, d3js, skill | claude, d3js, skill, creating, interactive, data, visualisations, d3, js, should, used, custom | -| `cloud-architect` | Expert cloud architect specializing in AWS/Azure/GCP multi-cloud | cloud | cloud, architect, specializing, aws, azure, gcp, multi | | `cloud-devops` | Cloud infrastructure and DevOps workflow covering AWS, Azure, GCP, Kubernetes, Terraform, CI/CD, monitoring, and cloud-native development. | cloud, devops | cloud, devops, infrastructure, covering, aws, azure, gcp, kubernetes, terraform, ci, cd, monitoring | | `code-review-ai-ai-review` | You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Levera... | code, ai | code, ai, review, powered, combining, automated, static, analysis, intelligent, recognition, devops, leverage | | `cost-optimization` | Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing... | cost, optimization | cost, optimization, optimize, cloud, costs, through, resource, rightsizing, tagging, reserved, instances, spending | +| `data-engineer` | Build scalable data pipelines, modern data warehouses, and +real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and +cloud-native data pl... | data | data, engineer, scalable, pipelines, warehouses, real, time, streaming, architectures, implements, apache, spark | | `data-engineering-data-pipeline` | You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing. | data, engineering, pipeline | data, engineering, pipeline, architecture, specializing, scalable, reliable, cost, effective, pipelines, batch, streaming | -| `database-admin` | Expert database administrator specializing in modern cloud | database, admin | database, admin, administrator, specializing, cloud | | `database-cloud-optimization-cost-optimize` | You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spendi... | database, cloud, optimization, cost, optimize | database, cloud, optimization, cost, optimize, specializing, reducing, infrastructure, expenses, while, maintaining, performance | | `database-migrations-migration-observability` | Migration monitoring, CDC, and observability infrastructure | database, cdc, debezium, kafka, prometheus, grafana, monitoring | database, cdc, debezium, kafka, prometheus, grafana, monitoring, migrations, migration, observability, infrastructure | -| `deployment-engineer` | Expert deployment engineer specializing in modern CI/CD pipelines, | deployment | deployment, engineer, specializing, ci, cd, pipelines | +| `database-optimizer` | Expert database optimizer specializing in modern performance +tuning, query optimization, and scalable architectures. Masters advanced +indexing, N+1 resolutio... | database, optimizer | database, optimizer, specializing, performance, tuning, query, optimization, scalable, architectures, masters, indexing, resolution | | `deployment-procedures` | Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts. | deployment, procedures | deployment, procedures, principles, decision, making, safe, rollback, verification, teaches, thinking, scripts | | `deployment-validation-config-validate` | You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensi... | deployment, validation, config, validate | deployment, validation, config, validate, configuration, specializing, validating, testing, ensuring, correctness, application, configurations | | `distributed-debugging-debug-trace` | You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging wo... | distributed, debugging, debug, trace | distributed, debugging, debug, trace, specializing, setting, up, environments, tracing, diagnostic, configure, solutions | | `distributed-tracing` | Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microserv... | distributed, tracing | distributed, tracing, jaeger, tempo, track, requests, microservices, identify, performance, bottlenecks, debugging, analyzing | +| `django-pro` | Master Django 5.x with async views, DRF, Celery, and Django +Channels. Build scalable web applications with proper architecture, testing, +and deployment. Use ... | django | django, pro, async, views, drf, celery, channels, scalable, web, applications, proper, architecture | | `e2e-testing` | End-to-end testing workflow with Playwright for browser automation, visual regression, cross-browser testing, and CI/CD integration. | e2e | e2e, testing, playwright, browser, automation, visual, regression, cross, ci, cd, integration | | `e2e-testing-patterns` | Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when... | e2e | e2e, testing, playwright, cypress, reliable, test, suites, catch, bugs, improve, confidence, enable | | `error-debugging-error-analysis` | You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehens... | error, debugging | error, debugging, analysis, deep, expertise, distributed, analyzing, incidents, implementing, observability, solutions | @@ -707,6 +855,9 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `error-diagnostics-error-trace` | You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, conf... | error, diagnostics, trace | error, diagnostics, trace, tracking, observability, specializing, implementing, monitoring, solutions, set, up, configure | | `expo-deployment` | Deploy Expo apps to production | expo, deployment | expo, deployment, deploy, apps | | `file-uploads` | Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle l... | file, uploads | file, uploads, handling, cloud, storage, covers, s3, cloudflare, r2, presigned, urls, multipart | +| `flutter-expert` | Master Flutter development with Dart 3, advanced widgets, and +multi-platform deployment. Handles state management, animations, testing, and +performance optim... | flutter | flutter, development, dart, widgets, multi, platform, deployment, state, animations, testing, performance, optimization | | `freshservice-automation` | Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools ... | freshservice | freshservice, automation, automate, itsm, tasks, via, rube, mcp, composio, update, tickets, bulk | | `game-development/game-art` | Game art principles. Visual style selection, asset pipeline, animation workflow. | game, development/game, art | game, development/game, art, principles, visual, style, selection, asset, pipeline, animation | | `gcp-cloud-run` | Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven)... | gcp, cloud, run | gcp, cloud, run, specialized, skill, building, serverless, applications, covers, containerized, functions, event | @@ -718,12 +869,14 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `gitops-workflow` | Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOp... | gitops | gitops, argocd, flux, automated, declarative, kubernetes, deployments, continuous, reconciliation, implementing, automating, deplo | | `grafana-dashboards` | Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visua... | grafana, dashboards | grafana, dashboards, real, time, visualization, application, metrics, building, monitoring, visualizing, creating, operational | | `helm-chart-scaffolding` | Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, pa... | helm, chart | helm, chart, scaffolding, organize, charts, templating, packaging, kubernetes, applications, reusable, configurations, creating | -| `hybrid-cloud-architect` | Expert hybrid cloud architect specializing in complex multi-cloud | hybrid, cloud | hybrid, cloud, architect, specializing, complex, multi | +| `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 | | `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 | | `iterate-pr` | Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automa... | iterate, pr | iterate, pr, until, ci, passes, fix, failures, address, review, feedback, continuously, push | +| `java-pro` | Master Java 21+ with modern features like virtual threads, pattern +matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including +GraalVM, Proj... | java | java, pro, 21, features, like, virtual, threads, matching, spring, boot, latest, ecosystem | | `kpi-dashboard-design` | Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboard... | kpi, dashboard | kpi, dashboard, effective, dashboards, metrics, selection, visualization, real, time, monitoring, building, business | -| `kubernetes-architect` | Expert Kubernetes architect specializing in cloud-native | kubernetes | kubernetes, architect, specializing, cloud, native | | `kubernetes-deployment` | Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations. | kubernetes, deployment | kubernetes, deployment, container, orchestration, helm, charts, mesh, k8s, configurations | | `langfuse` | Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, Lla... | langfuse | langfuse, open, source, llm, observability, platform, covers, tracing, prompt, evaluation, datasets, integration | | `linux-troubleshooting` | Linux system troubleshooting workflow for diagnosing and resolving system issues, performance problems, and service failures. | linux, troubleshooting | linux, troubleshooting, diagnosing, resolving, issues, performance, problems, failures | @@ -731,12 +884,16 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `machine-learning-ops-ml-pipeline` | Design and implement a complete ML pipeline for: $ARGUMENTS | machine, learning, ops, ml, pipeline | machine, learning, ops, ml, pipeline, complete, arguments | | `manifest` | Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin. | manifest | manifest, install, configure, observability, plugin, agents, setting, up, telemetry, configuring, api, keys | | `microservices-patterns` | Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decom... | microservices | microservices, architectures, boundaries, event, driven, communication, resilience, building, distributed, decomposing, monoliths, implementing | +| `ml-engineer` | Build production ML systems with PyTorch 2.x, TensorFlow, and +modern ML frameworks. Implements model serving, feature engineering, A/B +testing, and monitorin... | ml | ml, engineer, pytorch, tensorflow, frameworks, implements, model, serving, feature, engineering, testing, monitoring | | `ml-pipeline-workflow` | Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, impleme... | ml, pipeline | ml, pipeline, mlops, pipelines, data, preparation, through, model, training, validation, deployment, creating | +| `mlops-engineer` | Build comprehensive ML pipelines, experiment tracking, and model +registries with MLflow, Kubeflow, and modern MLOps tools. Implements automated +training, dep... | mlops | mlops, engineer, ml, pipelines, experiment, tracking, model, registries, mlflow, kubeflow, implements, automated | | `moodle-external-api-development` | Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom p... | moodle, external, api | moodle, external, api, development, custom, web, apis, lms, implementing, course, user, tracking | | `multi-cloud-architecture` | Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud system... | multi, cloud, architecture | multi, cloud, architecture, architectures, decision, framework, select, integrate, aws, azure, gcp, building | | `network-101` | This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB shares", "test n... | network, 101 | network, 101, skill, should, used, user, asks, set, up, web, server, configure | -| `network-engineer` | Expert network engineer specializing in modern cloud networking, | network | network, engineer, specializing, cloud, networking | -| `observability-engineer` | Build production-ready monitoring, logging, and tracing systems. | observability | observability, engineer, monitoring, logging, tracing | | `observability-monitoring-monitor-setup` | You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing... | observability, monitoring, monitor, setup | observability, monitoring, monitor, setup, specializing, implementing, solutions, set, up, metrics, collection, distributed | | `observability-monitoring-slo-implement` | You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, d... | observability, monitoring, slo, implement | observability, monitoring, slo, implement, level, objective, specializing, implementing, reliability, standards, error, budget | | `performance-engineer` | Expert performance engineer specializing in modern observability, application optimization, and scalable system performance. Masters OpenTelemetry, distribut... | performance | performance, engineer, specializing, observability, application, optimization, scalable, masters, opentelemetry, distributed, tracing, load | @@ -747,18 +904,28 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `server-management` | Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands. | server | server, principles, decision, making, process, monitoring, scaling, decisions, teaches, thinking, commands | | `service-mesh-observability` | Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debu... | service, mesh, observability | service, mesh, observability, meshes, including, distributed, tracing, metrics, visualization, setting, up, monitoring | | `slo-implementation` | Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability t... | slo | slo, define, level, indicators, slis, objectives, slos, error, budgets, alerting, establishing, reliability | -| `sql-pro` | Master modern SQL with cloud-native databases, OLTP/OLAP | sql | sql, pro, cloud, native, databases, oltp, olap | +| `sql-pro` | Master modern SQL with cloud-native databases, OLTP/OLAP +optimization, and advanced query techniques. Expert in performance tuning, +data modeling, and hybrid... | sql | sql, pro, cloud, native, databases, oltp, olap, optimization, query, techniques, performance, tuning | +| `temporal-python-pro` | Master Temporal workflow orchestration with Python SDK. Implements +durable workflows, saga patterns, and distributed transactions. Covers +async/await, testin... | temporal, python | temporal, python, pro, orchestration, sdk, implements, durable, saga, distributed, transactions, covers, async | | `terraform-aws-modules` | Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure. | terraform, aws, modules | terraform, aws, modules, module, creation, reusable, state, hcl, building, reviewing, infrastructure | | `terraform-infrastructure` | Terraform infrastructure as code workflow for provisioning cloud resources, creating reusable modules, and managing infrastructure at scale. | terraform, infrastructure | terraform, infrastructure, code, provisioning, cloud, resources, creating, reusable, modules, managing, scale | | `terraform-module-library` | Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure mod... | terraform, module, library | terraform, module, library, reusable, modules, aws, azure, gcp, infrastructure, following, code, creating | | `terraform-skill` | Terraform infrastructure as code best practices | terraform, skill | terraform, skill, infrastructure, code | -| `terraform-specialist` | Expert Terraform/OpenTofu specialist mastering advanced IaC | terraform | terraform, opentofu, mastering, iac | +| `test-automator` | Master AI-powered test automation with modern frameworks, +self-healing tests, and comprehensive quality engineering. Build scalable +testing strategies with a... | automator | automator, test, ai, powered, automation, frameworks, self, healing, tests, quality, engineering, scalable | +| `unity-developer` | Build Unity games with optimized C# scripts, efficient rendering, +and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and +cross-platform de... | unity | unity, developer, games, optimized, scripts, efficient, rendering, proper, asset, masters, lts, urp | | `vercel-deploy-claimable` | Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'C... | vercel, deploy, claimable | vercel, deploy, claimable, applications, websites, skill, user, requests, deployment, actions, such, my | | `vercel-deployment` | Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production. | vercel, deployment | vercel, deployment, knowledge, deploying, next, js, deploy, hosting | | `wireshark-analysis` | This skill should be used when the user asks to "analyze network traffic with Wireshark", "capture packets for troubleshooting", "filter PCAP files", "follow... | wireshark | wireshark, analysis, skill, should, used, user, asks, analyze, network, traffic, capture, packets | | `workflow-automation` | Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost... | | automation, infrastructure, makes, ai, agents, reliable, without, durable, execution, network, hiccup, during | -## security (103) +## security (125) | Skill | Description | Tags | Triggers | | --- | --- | --- | --- | @@ -773,90 +940,163 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `auth-implementation-patterns` | Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use wh... | auth | auth, authentication, authorization, including, jwt, oauth2, session, rbac, secure, scalable, access, control | | `aws-penetration-testing` | This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalatio... | aws, penetration | aws, penetration, testing, skill, should, used, user, asks, pentest, test, security, enumerate | | `azure-cosmos-db-py` | Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (Def... | azure, cosmos, db, py | azure, cosmos, db, py, nosql, python, fastapi, following, grade, implementing, database, client | -| `azure-keyvault-secrets-rust` | \| | azure, keyvault, secrets, rust | azure, keyvault, secrets, rust | +| `azure-identity-dotnet` | Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service... | azure, identity, dotnet | azure, identity, dotnet, sdk, net, authentication, library, clients, microsoft, entra, id, defaultazurecredential | +| `azure-keyvault-py` | Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage. +Triggers: "key vault", "SecretClient", "KeyClient", "... | azure, keyvault, py | azure, keyvault, py, key, vault, sdk, python, secrets, keys, certificates, secure, storage | +| `azure-keyvault-secrets-rust` | Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. +Triggers: "keyvault secrets rust", "SecretClient rust"... | azure, keyvault, secrets, rust | azure, keyvault, secrets, rust, key, vault, sdk, storing, retrieving, passwords, api, keys | | `azure-keyvault-secrets-ts` | Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configurati... | azure, keyvault, secrets, ts | azure, keyvault, secrets, ts, key, vault, sdk, javascript, storing, retrieving, application, configuration | -| `azure-security-keyvault-keys-dotnet` | \| | azure, security, keyvault, keys, dotnet | azure, security, keyvault, keys, dotnet | +| `azure-security-keyvault-keys-dotnet` | Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encrypt... | azure, security, keyvault, keys, dotnet | azure, security, keyvault, keys, dotnet, key, vault, sdk, net, client, library, managing | | `azure-security-keyvault-keys-java` | Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify ope... | azure, security, keyvault, keys, java | azure, security, keyvault, keys, java, key, vault, sdk, cryptographic, creating, managing, rsa | | `azure-security-keyvault-secrets-java` | Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive... | azure, security, keyvault, secrets, java | azure, security, keyvault, secrets, java, key, vault, sdk, secret, storing, retrieving, managing | -| `backend-security-coder` | Expert in secure backend coding practices specializing in input | backend, security, coder | backend, security, coder, secure, coding, specializing, input | +| `backend-security-coder` | Expert in secure backend coding practices specializing in input +validation, authentication, and API security. Use PROACTIVELY for backend +security implementa... | backend, security, coder | backend, security, coder, secure, coding, specializing, input, validation, authentication, api, proactively, implementations | | `broken-authentication` | This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential s... | broken, authentication | broken, authentication, skill, should, used, user, asks, test, vulnerabilities, assess, session, security | | `burp-suite-testing` | This skill should be used when the user asks to "intercept HTTP traffic", "modify web requests", "use Burp Suite for testing", "perform web vulnerability sca... | burp, suite | burp, suite, testing, skill, should, used, user, asks, intercept, http, traffic, modify | | `carrier-relationship-management` | Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic ca... | carrier, relationship | carrier, relationship, codified, expertise, managing, portfolios, negotiating, freight, rates, tracking, performance, allocating | | `cc-skill-security-review` | Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Pro... | cc, skill, security | cc, skill, security, review, adding, authentication, handling, user, input, working, secrets, creating | | `clerk-auth` | Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentic... | clerk, auth | clerk, auth, middleware, organizations, webhooks, user, sync, adding, authentication, sign, up | +| `cloud-architect` | Expert cloud architect specializing in AWS/Azure/GCP multi-cloud +infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost +optimization, and ... | cloud | cloud, architect, specializing, aws, azure, gcp, multi, infrastructure, iac, terraform, opentofu, cdk | | `cloud-penetration-testing` | This skill should be used when the user asks to "perform cloud penetration testing", "assess Azure or AWS or GCP security", "enumerate cloud resources", "exp... | cloud, penetration | cloud, penetration, testing, skill, should, used, user, asks, perform, assess, azure, aws | | `code-review-checklist` | Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability | code, checklist | code, checklist, review, conducting, thorough, reviews, covering, functionality, security, performance, maintainability | | `code-reviewer` | Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Mas... | code | code, reviewer, elite, review, specializing, ai, powered, analysis, security, vulnerabilities, performance, optimization | | `codebase-cleanup-deps-audit` | You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for ... | codebase, cleanup, deps, audit | codebase, cleanup, deps, audit, dependency, security, specializing, vulnerability, scanning, license, compliance, supply | +| `crypto-bd-agent` | Autonomous crypto business development patterns — multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain... | crypto, business-development, token-scanning, x402, erc-8004, autonomous-agent, solana, ethereum, wallet-forensics | crypto, business-development, token-scanning, x402, erc-8004, autonomous-agent, solana, ethereum, wallet-forensics, bd, agent, autonomous | | `customs-trade-compliance` | Codified expertise for customs documentation, tariff classification, duty optimisation, restricted party screening, and regulatory compliance across multiple... | customs, trade, compliance | customs, trade, compliance, codified, expertise, documentation, tariff, classification, duty, optimisation, restricted, party | +| `database-admin` | Expert database administrator specializing in modern cloud +databases, automation, and reliability engineering. Masters AWS/Azure/GCP +database services, Infra... | database, admin | database, admin, administrator, specializing, cloud, databases, automation, reliability, engineering, masters, aws, azure | | `database-migration` | Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databas... | database, migration | database, migration, execute, migrations, orms, platforms, zero, downtime, data, transformation, rollback, procedures | | `database-migrations-sql-migrations` | SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans. | database, migrations, sql | database, migrations, sql, zero, downtime, postgresql, mysql, server, data, integrity, rollback, plans | | `dependency-management-deps-audit` | You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for ... | dependency, deps, audit | dependency, deps, audit, security, specializing, vulnerability, scanning, license, compliance, supply, chain, analyze | +| `deployment-engineer` | Expert deployment engineer specializing in modern CI/CD pipelines, +GitOps workflows, and advanced deployment automation. Masters GitHub Actions, +ArgoCD/Flux,... | deployment | deployment, engineer, specializing, ci, cd, pipelines, gitops, automation, masters, github, actions, argocd | | `deployment-pipeline-design` | Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up... | deployment, pipeline | deployment, pipeline, multi, stage, ci, cd, pipelines, approval, gates, security, checks, orchestration | | `design-orchestration` | Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order. Prevents premature imp... | | orchestration, orchestrates, routing, work, through, brainstorming, multi, agent, review, execution, readiness, correct | -| `devops-troubleshooter` | Expert DevOps troubleshooter specializing in rapid incident | devops, troubleshooter | devops, troubleshooter, specializing, rapid, incident | +| `devops-troubleshooter` | Expert DevOps troubleshooter specializing in rapid incident +response, advanced debugging, and modern observability. Masters log analysis, +distributed tracing... | devops, troubleshooter | devops, troubleshooter, specializing, rapid, incident, response, debugging, observability, masters, log, analysis, distributed | | `docker-expert` | Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and productio... | docker | docker, containerization, deep, knowledge, multi, stage, image, optimization, container, security, compose, orchestration | | `dotnet-backend` | Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns. | dotnet, backend | dotnet, backend, asp, net, core, ef, auth, background, jobs, api | | `ethical-hacking-methodology` | This skill should be used when the user asks to "learn ethical hacking", "understand penetration testing lifecycle", "perform reconnaissance", "conduct secur... | ethical, hacking, methodology | ethical, hacking, methodology, skill, should, used, user, asks, learn, understand, penetration, testing | | `find-bugs` | Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit ... | find, bugs | find, bugs, security, vulnerabilities, code, quality, issues, local, branch, changes, asked, review | | `firebase` | Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules a... | firebase | firebase, gives, complete, backend, minutes, auth, database, storage, functions, hosting, ease, setup | +| `firmware-analyst` | Expert firmware analyst specializing in embedded systems, IoT +security, and hardware reverse engineering. Masters firmware extraction, +analysis, and vulnerab... | firmware, analyst | firmware, analyst, specializing, embedded, iot, security, hardware, reverse, engineering, masters, extraction, analysis | +| `form-cro` | Optimize any form that is NOT signup or account registration — including lead capture, contact, demo request, application, survey, quote, and checkout forms.... | form, cro | form, cro, optimize, any, signup, account, registration, including, lead, capture, contact, demo | | `framework-migration-deps-upgrade` | You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal r... | framework, migration, deps, upgrade | framework, migration, deps, upgrade, dependency, specializing, safe, incremental, upgrades, dependencies, plan, execute | | `frontend-mobile-security-xss-scan` | You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanill... | frontend, mobile, security, xss, scan | frontend, mobile, security, xss, scan, focusing, cross, site, scripting, vulnerability, detection, prevention | -| `frontend-security-coder` | Expert in secure frontend coding practices specializing in XSS | frontend, security, coder | frontend, security, coder, secure, coding, specializing, xss | +| `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 | | `grpc-golang` | Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure ser... | grpc, golang | grpc, golang, go, mtls, streaming, observability, designing, protobuf, contracts, buf, implementing, secure | -| `incident-responder` | Expert SRE incident responder specializing in rapid problem | incident, responder | incident, responder, sre, specializing, rapid, problem | +| `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 | +| `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 | +| `incident-responder` | Expert SRE incident responder specializing in rapid problem +resolution, modern observability, and comprehensive incident management. +Masters incident command... | incident, responder | incident, responder, sre, specializing, rapid, problem, resolution, observability, masters, command, blameless, post | | `incident-response-incident-response` | Use when working with incident response incident response | incident, response | incident, response, working | | `incident-response-smart-fix` | [Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability p... | incident, response, fix | incident, response, fix, smart, extended, thinking, implements, sophisticated, debugging, resolution, pipeline, leverages | | `incident-runbook-templates` | Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use when building runbooks, responding to ... | incident, runbook | incident, runbook, structured, response, runbooks, step, procedures, escalation, paths, recovery, actions, building | | `k8s-manifest-generator` | Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when gen... | k8s, manifest, generator | k8s, manifest, generator, kubernetes, manifests, deployments, configmaps, secrets, following, security, standards, generating | | `k8s-security-policies` | Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clust... | k8s, security, policies | k8s, security, policies, kubernetes, including, networkpolicy, podsecuritypolicy, rbac, grade, securing, clusters, implementing | +| `kubernetes-architect` | Expert Kubernetes architect specializing in cloud-native +infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise +container orchestration. Mas... | kubernetes | kubernetes, architect, specializing, cloud, native, infrastructure, gitops, argocd, flux, enterprise, container, orchestration | | `laravel-expert` | Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and m... | laravel | laravel, senior, engineer, role, grade, maintainable, idiomatic, solutions, clean, architecture, security, performance | | `laravel-security-audit` | Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel sec... | laravel, security, audit | laravel, security, audit, auditor, applications, analyzes, code, vulnerabilities, misconfigurations, insecure, owasp, standards | -| `legal-advisor` | Draft privacy policies, terms of service, disclaimers, and legal | legal, advisor | legal, advisor, draft, privacy, policies, terms, disclaimers | +| `legal-advisor` | Draft privacy policies, terms of service, disclaimers, and legal +notices. Creates GDPR-compliant texts, cookie policies, and data processing +agreements. Use ... | legal, advisor | legal, advisor, draft, privacy, policies, terms, disclaimers, notices, creates, gdpr, compliant, texts | | `linkerd-patterns` | Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies... | linkerd | linkerd, mesh, lightweight, security, deployments, setting, up, configuring, traffic, policies, implementing, zero | | `loki-mode` | Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security... | loki, mode | loki, mode, multi, agent, autonomous, startup, claude, code, triggers, orchestrates, 100, specialized | -| `malware-analyst` | Expert malware analyst specializing in defensive malware research, | malware, analyst | malware, analyst, specializing, defensive, research | +| `m365-agents-dotnet` | Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-base... | m365, agents, dotnet | m365, agents, dotnet, microsoft, 365, sdk, net, multichannel, teams, copilot, studio, asp | +| `m365-agents-py` | Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming respon... | m365, agents, py | m365, agents, py, microsoft, 365, sdk, python, multichannel, teams, copilot, studio, aiohttp | +| `malware-analyst` | Expert malware analyst specializing in defensive malware research, +threat intelligence, and incident response. Masters sandbox analysis, +behavioral analysis,... | malware, analyst | malware, analyst, specializing, defensive, research, threat, intelligence, incident, response, masters, sandbox, analysis | | `memory-forensics` | Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analy... | memory, forensics | memory, forensics, techniques, including, acquisition, process, analysis, artifact, extraction, volatility, related, analyzing | -| `mobile-security-coder` | Expert in secure mobile coding practices specializing in input | mobile, security, coder | mobile, security, coder, secure, coding, specializing, input | +| `mobile-security-coder` | Expert in secure mobile coding practices specializing in input +validation, WebView security, and mobile-specific security patterns. Use +PROACTIVELY for mobil... | mobile, security, coder | mobile, security, coder, secure, coding, specializing, input, validation, webview, specific, proactively, implementations | | `mtls-configuration` | Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing... | mtls, configuration | mtls, configuration, configure, mutual, tls, zero, trust, communication, implementing, networking, certificate, securing | | `multi-agent-brainstorming` | Use this skill when a design or idea requires higher confidence, risk reduction, or formal review. This skill orchestrates a structured, sequential multi-age... | multi, agent, brainstorming | multi, agent, brainstorming, skill, idea, requires, higher, confidence, risk, reduction, formal, review | | `nestjs-expert` | Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mo... | nestjs | nestjs, nest, js, framework, specializing, module, architecture, dependency, injection, middleware, guards, interceptors | +| `network-engineer` | Expert network engineer specializing in modern cloud networking, +security architectures, and performance optimization. Masters multi-cloud +connectivity, serv... | network | network, engineer, specializing, cloud, networking, security, architectures, performance, optimization, masters, multi, connectivity | | `nextjs-supabase-auth` | Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected ... | nextjs, supabase, auth | nextjs, supabase, auth, integration, next, js, app, router, authentication, login, middleware, protected | | `nodejs-best-practices` | Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying. | nodejs, best, practices | nodejs, best, practices, node, js, development, principles, decision, making, framework, selection, async | | `notebooklm` | Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automati... | notebooklm | notebooklm, skill, query, google, notebooks, directly, claude, code, source, grounded, citation, backed | +| `observability-engineer` | Build production-ready monitoring, logging, and tracing systems. +Implements comprehensive observability strategies, SLI/SLO management, and +incident response... | observability | observability, engineer, monitoring, logging, tracing, implements, sli, slo, incident, response, proactively, infrastructure | | `openapi-spec-generation` | Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs... | openapi, spec, generation | openapi, spec, generation, generate, maintain, specifications, code, first, specs, validation, creating, api | +| `payment-integration` | Integrate Stripe, PayPal, and payment processors. Handles checkout +flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when +implementing paym... | payment, integration | payment, integration, integrate, stripe, paypal, processors, checkout, flows, subscriptions, webhooks, pci, compliance | | `pci-compliance` | Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI c... | pci, compliance | pci, compliance, dss, requirements, secure, handling, payment, card, data, securing, processing, achieving | | `pentest-checklist` | This skill should be used when the user asks to "plan a penetration test", "create a security assessment checklist", "prepare for penetration testing", "defi... | pentest, checklist | pentest, checklist, skill, should, used, user, asks, plan, penetration, test, security, assessment | | `plaid-fintech` | Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handlin... | plaid, fintech | plaid, fintech, api, integration, including, link, token, flows, transactions, sync, identity, verification | | `popup-cro` | Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust. | popup, cro | popup, cro, optimize, popups, modals, overlays, slide, ins, banners, increase, conversions, without | | `postmortem-writing` | Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documen... | postmortem, writing | postmortem, writing, write, effective, blameless, postmortems, root, cause, analysis, timelines, action, items | +| `quant-analyst` | Build financial models, backtest trading strategies, and analyze +market data. Implements risk metrics, portfolio optimization, and statistical +arbitrage. Use... | quant, analyst | quant, analyst, financial, models, backtest, trading, analyze, market, data, implements, risk, metrics | | `red-team-tactics` | Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting. | red, team, tactics | red, team, tactics, principles, mitre, att, ck, attack, phases, detection, evasion, reporting | | `research-engineer` | An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctnes... | research | research, engineer, uncompromising, academic, operates, absolute, scientific, rigor, objective, criticism, zero, flair | -| `risk-manager` | Monitor portfolio risk, R-multiples, and position limits. Creates | risk, manager | risk, manager, monitor, portfolio, multiples, position, limits, creates | +| `reverse-engineer` | Expert reverse engineer specializing in binary analysis, +disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, +radare2, x64dbg, and mod... | reverse | reverse, engineer, specializing, binary, analysis, disassembly, decompilation, software, masters, ida, pro, ghidra | +| `risk-manager` | Monitor portfolio risk, R-multiples, and position limits. Creates +hedging strategies, calculates expectancy, and implements stop-losses. Use +PROACTIVELY for ... | risk, manager | risk, manager, monitor, portfolio, multiples, position, limits, creates, hedging, calculates, expectancy, implements | | `risk-metrics-calculation` | Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or... | risk, metrics, calculation | risk, metrics, calculation, calculate, portfolio, including, var, cvar, sharpe, sortino, drawdown, analysis | | `sast-configuration` | Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, ... | sast, configuration | sast, configuration, configure, static, application, security, testing, automated, vulnerability, detection, code, setting | | `scanning-tools` | This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan wi... | scanning | scanning, skill, should, used, user, asks, perform, vulnerability, scan, networks, open, ports | | `secrets-management` | Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentia... | secrets | secrets, secure, ci, cd, pipelines, vault, aws, manager, native, platform, solutions, handling | | `security-audit` | Comprehensive security auditing workflow covering web application testing, API security, penetration testing, vulnerability scanning, and security hardening. | security, audit | security, audit, auditing, covering, web, application, testing, api, penetration, vulnerability, scanning, hardening | -| `security-auditor` | Expert security auditor specializing in DevSecOps, comprehensive | security, auditor | security, auditor, specializing, devsecops | +| `security-auditor` | Expert security auditor specializing in DevSecOps, comprehensive +cybersecurity, and compliance frameworks. Masters vulnerability assessment, +threat modeling,... | security, auditor | security, auditor, specializing, devsecops, cybersecurity, compliance, frameworks, masters, vulnerability, assessment, threat, modeling | | `security-bluebook-builder` | Build security Blue Books for sensitive apps | security, bluebook, builder | security, bluebook, builder, blue, books, sensitive, apps | | `security-compliance-compliance-check` | You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. ... | security, compliance, check | security, compliance, check, specializing, regulatory, requirements, software, including, gdpr, hipaa, soc2, pci | | `security-requirement-extraction` | Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stori... | security, requirement, extraction | security, requirement, extraction, derive, requirements, threat, models, business, context, translating, threats, actionable | | `security-scanning-security-dependencies` | You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across eco... | security, scanning, dependencies | security, scanning, dependencies, specializing, dependency, vulnerability, analysis, sbom, generation, supply, chain, scan | | `security-scanning-security-hardening` | Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls. | security, scanning, hardening | security, scanning, hardening, coordinate, multi, layer, application, infrastructure, compliance, controls | -| `security-scanning-security-sast` | Static Application Security Testing (SAST) for code vulnerability | security, scanning, sast | security, scanning, sast, static, application, testing, code, vulnerability | +| `security-scanning-security-sast` | Static Application Security Testing (SAST) for code vulnerability +analysis across multiple languages and frameworks | security, scanning, sast | security, scanning, sast, static, application, testing, code, vulnerability, analysis, multiple, languages, frameworks | | `security/aws-compliance-checker` | Automated compliance checking against CIS, PCI-DSS, HIPAA, and SOC 2 benchmarks | aws, compliance, audit, cis, pci-dss, hipaa, kiro-cli | aws, compliance, audit, cis, pci-dss, hipaa, kiro-cli, checker, automated, checking, against, pci | | `security/aws-iam-best-practices` | IAM policy review, hardening, and least privilege implementation | aws, iam, security, access-control, kiro-cli, least-privilege | aws, iam, security, access-control, kiro-cli, least-privilege, policy, review, hardening, least, privilege | | `security/aws-secrets-rotation` | Automate AWS secrets rotation for RDS, API keys, and credentials | aws, secrets-manager, security, automation, kiro-cli, credentials | aws, secrets-manager, security, automation, kiro-cli, credentials, secrets, rotation, automate, rds, api, keys | | `security/aws-security-audit` | Comprehensive AWS security posture assessment using AWS CLI and security best practices | aws, security, audit, compliance, kiro-cli, security-assessment | aws, security, audit, compliance, kiro-cli, security-assessment, posture, assessment, cli | +| `seo-authority-builder` | Analyzes content for E-E-A-T signals and suggests improvements to +build authority and trust. Identifies missing credibility elements. Use +PROACTIVELY for YMY... | seo, authority, builder | seo, authority, builder, analyzes, content, signals, suggests, improvements, trust, identifies, missing, credibility | | `service-mesh-expert` | Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observabil... | service, mesh | service, mesh, architect, specializing, istio, linkerd, cloud, native, networking, masters, traffic, security | | `solidity-security` | Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, aud... | solidity, security | solidity, security, smart, contract, prevent, common, vulnerabilities, secure, writing, contracts, auditing, existing | | `stride-analysis-patterns` | Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security do... | stride | stride, analysis, apply, methodology, systematically, identify, threats, analyzing, security, conducting, threat, modeling | | `stripe-integration` | Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe paym... | stripe, integration | stripe, integration, payment, processing, robust, pci, compliant, flows, including, checkout, subscriptions, webhooks | +| `terraform-specialist` | Expert Terraform/OpenTofu specialist mastering advanced IaC +automation, state management, and enterprise infrastructure patterns. Handles +complex module desi... | terraform | terraform, opentofu, mastering, iac, automation, state, enterprise, infrastructure, complex, module, multi, cloud | | `threat-mitigation-mapping` | Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validatin... | threat, mitigation, mapping | threat, mitigation, mapping, map, identified, threats, appropriate, security, controls, mitigations, prioritizing, investments | | `threat-modeling-expert` | Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement ext... | threat, modeling | threat, modeling, methodologies, security, architecture, review, risk, assessment, masters, stride, pasta, attack | | `top-web-vulnerabilities` | This skill should be used when the user asks to "identify web application vulnerabilities", "explain common security flaws", "understand vulnerability catego... | top, web, vulnerabilities | top, web, vulnerabilities, skill, should, used, user, asks, identify, application, explain, common | +| `ui-visual-validator` | Rigorous visual validation expert specializing in UI testing, +design system compliance, and accessibility verification. Masters screenshot +analysis, visual r... | ui, visual, validator | ui, visual, validator, rigorous, validation, specializing, testing, compliance, accessibility, verification, masters, screenshot | | `varlock-claude-skill` | Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits | varlock, claude, skill | varlock, claude, skill, secure, environment, variable, ensuring, secrets, never, exposed, sessions, terminals | | `vulnerability-scanner` | Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization. | vulnerability, scanner | vulnerability, scanner, analysis, principles, owasp, 2025, supply, chain, security, attack, surface, mapping | | `web-design-guidelines` | Review UI code for Web Interface Guidelines compliance. Use when asked to \"review my UI\", \"check accessibility\", \"audit design\", \"review UX\", or \"ch... | web, guidelines | web, guidelines, review, ui, code, interface, compliance, asked, my, check, accessibility, audit | @@ -874,7 +1114,8 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `circleci-automation` | Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first f... | circleci | circleci, automation, automate, tasks, via, rube, mcp, composio, trigger, pipelines, monitor, jobs | | `conductor-implement` | Execute tasks from a track's implementation plan following TDD workflow | conductor, implement | conductor, implement, execute, tasks, track, plan, following, tdd | | `conductor-revert` | Git-aware undo by logical work unit (track, phase, or task) | conductor, revert | conductor, revert, git, aware, undo, logical, work, unit, track, phase, task | -| `debugger` | Debugging specialist for errors, test failures, and unexpected | debugger | debugger, debugging, errors, test, failures, unexpected | +| `debugger` | Debugging specialist for errors, test failures, and unexpected +behavior. Use proactively when encountering any issues. | debugger | debugger, debugging, errors, test, failures, unexpected, behavior, proactively, encountering, any, issues | | `dependency-upgrade` | Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updat... | dependency, upgrade | dependency, upgrade, major, version, upgrades, compatibility, analysis, staged, rollout, testing, upgrading, framework | | `file-path-traversal` | This skill should be used when the user asks to "test for directory traversal", "exploit path traversal vulnerabilities", "read arbitrary files through web a... | file, path, traversal | file, path, traversal, skill, should, used, user, asks, test, directory, exploit, vulnerabilities | | `html-injection-testing` | This skill should be used when the user asks to "test for HTML injection", "inject HTML into web pages", "perform HTML injection attacks", "deface web applic... | html, injection | html, injection, testing, skill, should, used, user, asks, test, inject, web, pages | @@ -886,8 +1127,13 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `screen-reader-testing` | Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issue... | screen, reader | screen, reader, testing, test, web, applications, readers, including, voiceover, nvda, jaws, validating | | `smtp-penetration-testing` | This skill should be used when the user asks to "perform SMTP penetration testing", "enumerate email users", "test for open mail relays", "grab SMTP banners"... | smtp, penetration | smtp, penetration, testing, skill, should, used, user, asks, perform, enumerate, email, users | | `ssh-penetration-testing` | This skill should be used when the user asks to "pentest SSH services", "enumerate SSH configurations", "brute force SSH credentials", "exploit SSH vulnerabi... | ssh, penetration | ssh, penetration, testing, skill, should, used, user, asks, pentest, enumerate, configurations, brute | +| `startup-analyst` | Expert startup business analyst specializing in market sizing, +financial modeling, competitive analysis, and strategic planning for +early-stage companies. Us... | startup, analyst | startup, analyst, business, specializing, market, sizing, financial, modeling, competitive, analysis, strategic, planning | +| `startup-metrics-framework` | This skill should be used when the user asks about \\\"key startup +metrics", "SaaS metrics", "CAC and LTV", "unit economics", "burn multiple", +"rule of 40", ... | startup, metrics, framework | startup, metrics, framework, skill, should, used, user, asks, about, key, saas, cac | | `systematic-debugging` | Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes | systematic, debugging | systematic, debugging, encountering, any, bug, test, failure, unexpected, behavior, before, proposing, fixes | -| `tdd-orchestrator` | Master TDD orchestrator specializing in red-green-refactor | tdd, orchestrator | tdd, orchestrator, specializing, red, green, refactor | | `tdd-workflow` | Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle. | tdd | tdd, test, driven, development, principles, red, green, refactor, cycle | | `tdd-workflows-tdd-cycle` | Use when working with tdd workflows tdd cycle | tdd, cycle | tdd, cycle, working | | `tdd-workflows-tdd-green` | Implement the minimal code needed to make failing tests pass in the TDD green phase. | tdd, green | tdd, green, minimal, code, needed, failing, tests, pass, phase | @@ -896,7 +1142,6 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `test-driven-development` | Use when implementing any feature or bugfix, before writing implementation code | driven | driven, test, development, implementing, any, feature, bugfix, before, writing, code | | `test-fixing` | Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test sui... | fixing | fixing, test, run, tests, systematically, fix, all, failing, smart, error, grouping, user | | `testing-qa` | Comprehensive testing and QA workflow covering unit testing, integration testing, E2E testing, browser automation, and quality assurance. | qa | qa, testing, covering, unit, integration, e2e, browser, automation, quality, assurance | -| `ui-visual-validator` | Rigorous visual validation expert specializing in UI testing, | ui, visual, validator | ui, visual, validator, rigorous, validation, specializing, testing | | `unit-testing-test-generate` | Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus. | unit, generate | unit, generate, testing, test, maintainable, tests, languages, strong, coverage, edge, case | | `web3-testing` | Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, ... | web3 | web3, testing, test, smart, contracts, comprehensively, hardhat, foundry, unit, tests, integration, mainnet | | `wiki-qa` | Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a comp... | wiki, qa | wiki, qa, answers, questions, about, code, repository, source, file, analysis, user, asks | @@ -928,9 +1173,10 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `conductor-manage` | Manage track lifecycle: archive, restore, delete, rename, and cleanup | conductor, manage | conductor, manage, track, lifecycle, archive, restore, delete, rename, cleanup | | `conductor-new-track` | Create a new track with specification and phased implementation plan | conductor, new, track | conductor, new, track, specification, phased, plan | | `conductor-status` | Display project status, active tracks, and next actions | conductor, status | conductor, status, display, active, tracks, next, actions | -| `conductor-validator` | Validates Conductor project artifacts for completeness, | conductor, validator | conductor, validator, validates, artifacts, completeness | +| `conductor-validator` | Validates Conductor project artifacts for completeness, +consistency, and correctness. Use after setup, when diagnosing issues, or +before implementation to ve... | conductor, validator | conductor, validator, validates, artifacts, completeness, consistency, correctness, after, setup, diagnosing, issues, before | | `confluence-automation` | Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for ... | confluence | confluence, automation, automate, page, creation, content, search, space, labels, hierarchy, navigation, via | -| `context-driven-development` | Use this skill when working with Conductor's context-driven | driven | driven, context, development, skill, working, conductor | | `convertkit-automation` | Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current sch... | convertkit | convertkit, automation, automate, kit, tasks, via, rube, mcp, composio, subscribers, tags, broadcasts | | `crewai` | Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definiti... | crewai | crewai, leading, role, multi, agent, framework, used, 60, fortune, 500, companies, covers | | `datadog-automation` | Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools firs... | datadog | datadog, automation, automate, tasks, via, rube, mcp, composio, query, metrics, search, logs | @@ -956,6 +1202,9 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `linear-automation` | Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas. | linear | linear, automation, automate, tasks, via, rube, mcp, composio, issues, cycles, teams, labels | | `linkedin-automation` | Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for curre... | linkedin | linkedin, automation, automate, tasks, via, rube, mcp, composio, posts, profile, company, info | | `make-automation` | Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas. | make | make, automation, automate, integromat, tasks, via, rube, mcp, composio, operations, enums, language | +| `mermaid-expert` | Create Mermaid diagrams for flowcharts, sequences, ERDs, and +architectures. Masters syntax for all diagram types and styling. Use +PROACTIVELY for visual docu... | mermaid | mermaid, diagrams, flowcharts, sequences, erds, architectures, masters, syntax, all, diagram, types, styling | | `microsoft-teams-automation` | Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search too... | microsoft, teams | microsoft, teams, automation, automate, tasks, via, rube, mcp, composio, send, messages, channels | | `miro-automation` | Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas. | miro | miro, automation, automate, tasks, via, rube, mcp, composio, boards, items, sticky, notes | | `mixpanel-automation` | Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current sc... | mixpanel | mixpanel, automation, automate, tasks, via, rube, mcp, composio, events, segmentation, funnels, cohorts | @@ -983,7 +1232,9 @@ TRIGGER: "shopify", "shopify app", "checkout extension",... | shopify | shopify, | `telegram-automation` | Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for ... | telegram | telegram, automation, automate, tasks, via, rube, mcp, composio, send, messages, chats, share | | `tiktok-automation` | Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first fo... | tiktok | tiktok, automation, automate, tasks, via, rube, mcp, composio, upload, publish, videos, post | | `todoist-automation` | Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas. | todoist | todoist, automation, automate, task, sections, filtering, bulk, operations, via, rube, mcp, composio | -| `track-management` | Use this skill when creating, managing, or working with Conductor | track | track, skill, creating, managing, working, conductor | +| `track-management` | Use this skill when creating, managing, or working with Conductor +tracks - the logical work units for features, bugs, and refactors. Applies to +spec.md, plan... | track | track, skill, creating, managing, working, conductor, tracks, logical, work, units, features, bugs | | `trello-automation` | Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically. | trello | trello, automation, automate, boards, cards, via, rube, mcp, composio, lists, assign, members | | `twitter-automation` | Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas. | twitter | twitter, automation, automate, tasks, via, rube, mcp, composio, posts, search, users, bookmarks | | `vercel-automation` | Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas. | vercel | vercel, automation, automate, tasks, via, rube, mcp, composio, deployments, domains, dns, env | diff --git a/data/bundles.json b/data/bundles.json index da44e5a8..b233ccb9 100644 --- a/data/bundles.json +++ b/data/bundles.json @@ -26,15 +26,21 @@ "azure-ai-agents-persistent-java", "azure-ai-anomalydetector-java", "azure-ai-contentsafety-java", + "azure-ai-contentsafety-py", + "azure-ai-contentunderstanding-py", "azure-ai-formrecognizer-java", + "azure-ai-ml-py", "azure-ai-projects-java", "azure-ai-projects-py", "azure-ai-projects-ts", + "azure-ai-transcription-py", "azure-ai-translation-ts", "azure-ai-vision-imageanalysis-java", "azure-ai-voicelive-java", "azure-ai-voicelive-py", + "azure-ai-voicelive-ts", "azure-appconfiguration-java", + "azure-appconfiguration-py", "azure-appconfiguration-ts", "azure-communication-callautomation-java", "azure-communication-callingserver-java", @@ -42,34 +48,65 @@ "azure-communication-common-java", "azure-communication-sms-java", "azure-compute-batch-java", + "azure-containerregistry-py", "azure-cosmos-db-py", "azure-cosmos-java", + "azure-cosmos-py", "azure-cosmos-rust", + "azure-cosmos-ts", "azure-data-tables-java", + "azure-data-tables-py", "azure-eventgrid-java", + "azure-eventgrid-py", "azure-eventhub-java", + "azure-eventhub-py", "azure-eventhub-rust", "azure-eventhub-ts", "azure-functions", "azure-identity-java", + "azure-identity-py", "azure-identity-rust", "azure-identity-ts", "azure-keyvault-certificates-rust", "azure-keyvault-keys-rust", "azure-keyvault-keys-ts", + "azure-keyvault-py", "azure-keyvault-secrets-rust", "azure-keyvault-secrets-ts", "azure-messaging-webpubsub-java", + "azure-messaging-webpubsubservice-py", + "azure-mgmt-apicenter-dotnet", + "azure-mgmt-apicenter-py", + "azure-mgmt-apimanagement-dotnet", + "azure-mgmt-apimanagement-py", + "azure-mgmt-applicationinsights-dotnet", + "azure-mgmt-botservice-py", + "azure-mgmt-fabric-py", "azure-monitor-ingestion-java", + "azure-monitor-ingestion-py", "azure-monitor-opentelemetry-exporter-java", + "azure-monitor-opentelemetry-exporter-py", + "azure-monitor-opentelemetry-py", "azure-monitor-opentelemetry-ts", "azure-monitor-query-java", + "azure-monitor-query-py", + "azure-postgres-ts", + "azure-search-documents-py", "azure-search-documents-ts", "azure-security-keyvault-keys-java", "azure-security-keyvault-secrets-java", + "azure-servicebus-py", "azure-servicebus-ts", + "azure-speech-to-text-rest-py", "azure-storage-blob-java", + "azure-storage-blob-py", "azure-storage-blob-rust", + "azure-storage-blob-ts", + "azure-storage-file-datalake-py", + "azure-storage-file-share-py", + "azure-storage-file-share-ts", + "azure-storage-queue-py", + "azure-storage-queue-ts", "azure-web-pubsub-ts", "backend-architect", "backend-dev-guidelines", @@ -123,6 +160,7 @@ "go-rod-master", "golang-pro", "grpc-golang", + "hig-platforms", "hubspot-integration", "ios-developer", "java-pro", @@ -131,6 +169,8 @@ "javascript-testing-patterns", "javascript-typescript-typescript-scaffold", "launch-strategy", + "m365-agents-py", + "m365-agents-ts", "makepad-skills", "manifest", "memory-safety-patterns", @@ -217,6 +257,8 @@ "auth-implementation-patterns", "aws-penetration-testing", "azure-cosmos-db-py", + "azure-identity-dotnet", + "azure-keyvault-py", "azure-keyvault-secrets-rust", "azure-keyvault-secrets-ts", "azure-security-keyvault-keys-dotnet", @@ -228,12 +270,15 @@ "carrier-relationship-management", "cc-skill-security-review", "clerk-auth", + "cloud-architect", "cloud-penetration-testing", "code-review-checklist", "code-reviewer", "codebase-cleanup-deps-audit", "customs-trade-compliance", + "database-admin", "dependency-management-deps-audit", + "deployment-engineer", "deployment-pipeline-design", "design-orchestration", "docker-expert", @@ -241,27 +286,40 @@ "ethical-hacking-methodology", "find-bugs", "firebase", + "firmware-analyst", + "form-cro", "framework-migration-deps-upgrade", "frontend-mobile-security-xss-scan", "frontend-security-coder", "gdpr-data-handling", + "graphql-architect", + "hig-foundations", + "hybrid-cloud-architect", "k8s-manifest-generator", "k8s-security-policies", + "kubernetes-architect", "laravel-expert", "laravel-security-audit", "legal-advisor", "linkerd-patterns", "loki-mode", + "m365-agents-dotnet", + "m365-agents-py", + "malware-analyst", "mobile-security-coder", "multi-agent-brainstorming", "nestjs-expert", + "network-engineer", "nextjs-supabase-auth", "nodejs-best-practices", "notebooklm", "openapi-spec-generation", + "payment-integration", "pci-compliance", "pentest-checklist", "plaid-fintech", + "quant-analyst", + "reverse-engineer", "risk-manager", "risk-metrics-calculation", "sast-configuration", @@ -283,9 +341,11 @@ "solidity-security", "stride-analysis-patterns", "stripe-integration", + "terraform-specialist", "threat-mitigation-mapping", "threat-modeling-expert", "top-web-vulnerabilities", + "ui-visual-validator", "varlock-claude-skill", "vulnerability-scanner", "web-design-guidelines", @@ -298,14 +358,26 @@ "description": "Kubernetes and service mesh essentials.", "skills": [ "azure-cosmos-db-py", + "azure-identity-dotnet", "azure-identity-java", + "azure-identity-py", "azure-identity-ts", + "azure-messaging-webpubsubservice-py", + "azure-mgmt-apimanagement-dotnet", + "azure-mgmt-botservice-dotnet", + "azure-mgmt-botservice-py", + "azure-servicebus-dotnet", + "azure-servicebus-py", "azure-servicebus-ts", + "backend-architect", + "chrome-extension-developer", "cloud-devops", + "devops-troubleshooter", "freshservice-automation", "gitops-workflow", "grpc-golang", "helm-chart-scaffolding", + "hig-technologies", "istio-traffic-management", "k8s-manifest-generator", "k8s-security-policies", @@ -317,6 +389,7 @@ "microservices-patterns", "moodle-external-api-development", "mtls-configuration", + "network-engineer", "observability-monitoring-slo-implement", "service-mesh-expert", "service-mesh-observability", @@ -330,21 +403,40 @@ "analytics-tracking", "angular-ui-patterns", "appdeploy", + "azure-ai-document-intelligence-dotnet", "azure-ai-document-intelligence-ts", + "azure-ai-textanalytics-py", "azure-cosmos-db-py", + "azure-cosmos-java", + "azure-cosmos-py", + "azure-cosmos-rust", + "azure-cosmos-ts", "azure-data-tables-java", "azure-data-tables-py", + "azure-eventhub-dotnet", "azure-eventhub-java", + "azure-eventhub-rust", "azure-eventhub-ts", + "azure-maps-search-dotnet", + "azure-mgmt-applicationinsights-dotnet", + "azure-monitor-ingestion-java", + "azure-monitor-ingestion-py", + "azure-monitor-query-java", + "azure-monitor-query-py", "azure-postgres-ts", + "azure-resource-manager-cosmosdb-dotnet", "azure-resource-manager-mysql-dotnet", + "azure-resource-manager-postgresql-dotnet", + "azure-resource-manager-redis-dotnet", "azure-resource-manager-sql-dotnet", "azure-security-keyvault-secrets-java", + "azure-storage-file-datalake-py", "blockrun", "business-analyst", "cc-skill-backend-patterns", "cc-skill-clickhouse-io", "claude-d3js-skill", + "content-marketer", "data-engineer", "data-engineering-data-driven-feature", "data-engineering-data-pipeline", @@ -370,7 +462,12 @@ "google-analytics-automation", "googlesheets-automation", "graphql", + "hig-components-content", + "hig-components-status", + "hig-patterns", + "ios-developer", "kpi-dashboard-design", + "legal-advisor", "libreoffice/base", "libreoffice/calc", "loki-mode", @@ -386,13 +483,18 @@ "postgresql", "postgresql-optimization", "prisma-expert", + "programmatic-seo", "pydantic-models-py", "quality-nonconformance", + "quant-analyst", "rag-implementation", "react-ui-patterns", + "scala-pro", + "schema-markup", "segment-cdp", "sendgrid-automation", "senior-architect", + "seo-audit", "spark-optimization", "sql-injection-testing", "sql-optimization-patterns", @@ -416,14 +518,23 @@ "aws-serverless", "azd-deployment", "azure-ai-anomalydetector-java", + "azure-mgmt-applicationinsights-dotnet", + "azure-mgmt-arizeaiobservabilityeval-dotnet", + "azure-mgmt-weightsandbiases-dotnet", "azure-microsoft-playwright-testing-ts", + "azure-monitor-opentelemetry-exporter-java", "azure-monitor-opentelemetry-ts", + "backend-architect", "backend-development-feature-development", + "c4-container", "cicd-automation-workflow-automate", "cloud-devops", "code-review-ai-ai-review", + "crypto-bd-agent", + "data-engineer", "data-engineering-data-pipeline", "database-migrations-migration-observability", + "database-optimizer", "deployment-engineer", "deployment-pipeline-design", "deployment-procedures", @@ -431,6 +542,7 @@ "devops-troubleshooter", "distributed-debugging-debug-trace", "distributed-tracing", + "django-pro", "docker-expert", "e2e-testing-patterns", "error-debugging-error-analysis", @@ -438,6 +550,7 @@ "error-diagnostics-error-analysis", "error-diagnostics-error-trace", "expo-deployment", + "flutter-expert", "game-development/game-art", "git-pr-workflows-git-workflow", "gitlab-ci-patterns", @@ -449,13 +562,17 @@ "incident-response-smart-fix", "incident-runbook-templates", "kpi-dashboard-design", + "kubernetes-architect", "kubernetes-deployment", "langfuse", "llm-app-patterns", "loki-mode", "machine-learning-ops-ml-pipeline", + "malware-analyst", "manifest", + "ml-engineer", "ml-pipeline-workflow", + "mlops-engineer", "observability-engineer", "observability-monitoring-monitor-setup", "observability-monitoring-slo-implement", @@ -465,10 +582,14 @@ "postmortem-writing", "prometheus-configuration", "risk-metrics-calculation", + "security-auditor", "server-management", "service-mesh-expert", "service-mesh-observability", "slo-implementation", + "temporal-python-pro", + "terraform-specialist", + "unity-developer", "vercel-deploy-claimable", "vercel-deployment" ] diff --git a/data/catalog.json b/data/catalog.json index 5c7e3e14..6412776d 100644 --- a/data/catalog.json +++ b/data/catalog.json @@ -1,6 +1,6 @@ { "generatedAt": "2026-02-08T00:00:00.000Z", - "total": 944, + "total": 947, "skills": [ { "id": "00-andruia-consultant", @@ -28,6 +28,33 @@ ], "path": "skills/00-andruia-consultant/SKILL.md" }, + { + "id": "10-andruia-skill-smith", + "name": "10-andruia-skill-smith", + "description": "Ingeniero de Sistemas de Andru.ia. Diseña, redacta y despliega nuevas habilidades (skills) dentro del repositorio siguiendo el Estándar de Diamante.", + "category": "general", + "tags": [ + "10", + "andruia", + "skill", + "smith" + ], + "triggers": [ + "10", + "andruia", + "skill", + "smith", + "ingeniero", + "de", + "sistemas", + "andru", + "ia", + "dise", + "redacta", + "despliega" + ], + "path": "skills/10-andruia-skill-smith/SKILL.md" + }, { "id": "20-andruia-niche-intelligence", "name": "20-andruia-niche-intelligence", @@ -511,7 +538,7 @@ { "id": "ai-engineer", "name": "ai-engineer", - "description": "Build production-ready LLM applications, advanced RAG systems, and", + "description": "Build production-ready LLM applications, advanced RAG systems, and\nintelligent agents. Implements vector search, multimodal AI, agent\norchestration, and enterprise AI integrations. Use PROACTIVELY for LLM\nfeatures, chatbots, AI agents, or AI-powered applications.", "category": "data-ai", "tags": [ "ai" @@ -521,7 +548,14 @@ "engineer", "llm", "applications", - "rag" + "rag", + "intelligent", + "agents", + "implements", + "vector", + "search", + "multimodal", + "agent" ], "path": "skills/ai-engineer/SKILL.md" }, @@ -725,7 +759,7 @@ { "id": "analytics-tracking", "name": "analytics-tracking", - "description": ">", + "description": "Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data. Use when the user wants to set up, fix, or evaluate analytics tracking (GA4, GTM, product analytics, events, conversions, UTMs). This skill focuses on measurement strategy, signal quality, and validation— not just firing events.", "category": "data-ai", "tags": [ "analytics", @@ -733,7 +767,17 @@ ], "triggers": [ "analytics", - "tracking" + "tracking", + "audit", + "improve", + "produce", + "reliable", + "decision", + "data", + "user", + "wants", + "set", + "up" ], "path": "skills/analytics-tracking/SKILL.md" }, @@ -765,13 +809,24 @@ { "id": "angular", "name": "angular", - "description": ">-", - "category": "general", + "description": "Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns. Use PROACTIVELY for Angular development, component architecture, state management, performance optimization, and migration to modern patterns.", + "category": "architecture", "tags": [ "angular" ], "triggers": [ - "angular" + "angular", + "v20", + "deep", + "knowledge", + "signals", + "standalone", + "components", + "zoneless", + "applications", + "ssr", + "hydration", + "reactive" ], "path": "skills/angular/SKILL.md" }, @@ -1001,7 +1056,7 @@ { "id": "api-documenter", "name": "api-documenter", - "description": "Master API documentation with OpenAPI 3.1, AI-powered tools, and", + "description": "Master API documentation with OpenAPI 3.1, AI-powered tools, and\nmodern developer experience practices. Create interactive docs, generate SDKs,\nand build comprehensive developer portals. Use PROACTIVELY for API\ndocumentation or developer portal creation.", "category": "data-ai", "tags": [ "api", @@ -1013,7 +1068,13 @@ "documentation", "openapi", "ai", - "powered" + "powered", + "developer", + "experience", + "interactive", + "docs", + "generate", + "sdks" ], "path": "skills/api-documenter/SKILL.md" }, @@ -1370,7 +1431,7 @@ { "id": "arm-cortex-expert", "name": "arm-cortex-expert", - "description": ">", + "description": "Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). Decades of experience writing reliable, optimized, and maintainable embedded code with deep expertise in memory barriers, DMA/cache coherency, interrupt-driven I/O, and peripheral drivers.", "category": "general", "tags": [ "arm", @@ -1378,7 +1439,17 @@ ], "triggers": [ "arm", - "cortex" + "cortex", + "senior", + "embedded", + "software", + "engineer", + "specializing", + "firmware", + "driver", + "development", + "microcontrollers", + "teensy" ], "path": "skills/arm-cortex-expert/SKILL.md" }, @@ -1797,7 +1868,7 @@ { "id": "azure-ai-agents-persistent-dotnet", "name": "azure-ai-agents-persistent-dotnet", - "description": "|", + "description": "Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Use for agent CRUD, conversation threads, streaming responses, function calling, file search, and code interpreter. Triggers: \"PersistentAgentsClient\", \"persistent agents\", \"agent threads\", \"agent runs\", \"streaming agents\", \"function calling agents .NET\".", "category": "data-ai", "tags": [ "azure", @@ -1811,14 +1882,21 @@ "ai", "agents", "persistent", - "dotnet" + "dotnet", + "sdk", + "net", + "low", + "level", + "creating", + "managing", + "threads" ], "path": "skills/azure-ai-agents-persistent-dotnet/SKILL.md" }, { "id": "azure-ai-agents-persistent-java", "name": "azure-ai-agents-persistent-java", - "description": "|", + "description": "Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.\nTriggers: \"PersistentAgentsClient\", \"persistent agents java\", \"agent threads java\", \"agent runs java\", \"streaming agents java\".", "category": "data-ai", "tags": [ "azure", @@ -1832,7 +1910,14 @@ "ai", "agents", "persistent", - "java" + "java", + "sdk", + "low", + "level", + "creating", + "managing", + "threads", + "messages" ], "path": "skills/azure-ai-agents-persistent-java/SKILL.md" }, @@ -1893,7 +1978,7 @@ { "id": "azure-ai-contentsafety-py", "name": "azure-ai-contentsafety-py", - "description": "|", + "description": "Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.\nTriggers: \"azure-ai-contentsafety\", \"ContentSafetyClient\", \"content moderation\", \"harmful content\", \"text analysis\", \"image analysis\".", "category": "data-ai", "tags": [ "azure", @@ -1905,7 +1990,15 @@ "azure", "ai", "contentsafety", - "py" + "py", + "content", + "safety", + "sdk", + "python", + "detecting", + "harmful", + "text", + "images" ], "path": "skills/azure-ai-contentsafety-py/SKILL.md" }, @@ -1939,7 +2032,7 @@ { "id": "azure-ai-contentunderstanding-py", "name": "azure-ai-contentunderstanding-py", - "description": "|", + "description": "Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video.\nTriggers: \"azure-ai-contentunderstanding\", \"ContentUnderstandingClient\", \"multimodal analysis\", \"document extraction\", \"video analysis\", \"audio transcription\".", "category": "data-ai", "tags": [ "azure", @@ -1951,14 +2044,22 @@ "azure", "ai", "contentunderstanding", - "py" + "py", + "content", + "understanding", + "sdk", + "python", + "multimodal", + "extraction", + "documents", + "images" ], "path": "skills/azure-ai-contentunderstanding-py/SKILL.md" }, { "id": "azure-ai-document-intelligence-dotnet", "name": "azure-ai-document-intelligence-dotnet", - "description": "|", + "description": "Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models. Use for invoice processing, receipt extraction, ID document analysis, and custom document models. Triggers: \"Document Intelligence\", \"DocumentIntelligenceClient\", \"form recognizer\", \"invoice extraction\", \"receipt OCR\", \"document analysis .NET\".", "category": "data-ai", "tags": [ "azure", @@ -1972,7 +2073,14 @@ "ai", "document", "intelligence", - "dotnet" + "dotnet", + "sdk", + "net", + "extract", + "text", + "tables", + "structured", + "data" ], "path": "skills/azure-ai-document-intelligence-dotnet/SKILL.md" }, @@ -2034,7 +2142,7 @@ { "id": "azure-ai-ml-py", "name": "azure-ai-ml-py", - "description": "|", + "description": "Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.\nTriggers: \"azure-ai-ml\", \"MLClient\", \"workspace\", \"model registry\", \"training jobs\", \"datasets\".", "category": "data-ai", "tags": [ "azure", @@ -2046,14 +2154,22 @@ "azure", "ai", "ml", - "py" + "py", + "machine", + "learning", + "sdk", + "v2", + "python", + "workspaces", + "jobs", + "models" ], "path": "skills/azure-ai-ml-py/SKILL.md" }, { "id": "azure-ai-openai-dotnet", "name": "azure-ai-openai-dotnet", - "description": "|", + "description": "Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants. Triggers: \"Azure OpenAI\", \"AzureOpenAIClient\", \"ChatClient\", \"chat completions .NET\", \"GPT-4\", \"embeddings\", \"DALL-E\", \"Whisper\", \"OpenAI .NET\".", "category": "data-ai", "tags": [ "azure", @@ -2065,14 +2181,22 @@ "azure", "ai", "openai", - "dotnet" + "dotnet", + "sdk", + "net", + "client", + "library", + "chat", + "completions", + "embeddings", + "image" ], "path": "skills/azure-ai-openai-dotnet/SKILL.md" }, { "id": "azure-ai-projects-dotnet", "name": "azure-ai-projects-dotnet", - "description": "|", + "description": "Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes. Use for AI Foundry project management, versioned agents, and orchestration. Triggers: \"AI Projects\", \"AIProjectClient\", \"Foundry project\", \"versioned agents\", \"evaluations\", \"datasets\", \"connections\", \"deployments .NET\".", "category": "data-ai", "tags": [ "azure", @@ -2082,14 +2206,23 @@ "triggers": [ "azure", "ai", - "dotnet" + "dotnet", + "sdk", + "net", + "high", + "level", + "client", + "foundry", + "including", + "agents", + "connections" ], "path": "skills/azure-ai-projects-dotnet/SKILL.md" }, { "id": "azure-ai-projects-java", "name": "azure-ai-projects-java", - "description": "|", + "description": "Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations.\nTriggers: \"AIProjectClient java\", \"azure ai projects java\", \"Foundry project java\", \"ConnectionsClient\", \"DatasetsClient\", \"IndexesClient\".", "category": "data-ai", "tags": [ "azure", @@ -2099,7 +2232,16 @@ "triggers": [ "azure", "ai", - "java" + "java", + "sdk", + "high", + "level", + "foundry", + "including", + "connections", + "datasets", + "indexes", + "evaluations" ], "path": "skills/azure-ai-projects-java/SKILL.md" }, @@ -2158,7 +2300,7 @@ { "id": "azure-ai-textanalytics-py", "name": "azure-ai-textanalytics-py", - "description": "|", + "description": "Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text.\nTriggers: \"text analytics\", \"sentiment analysis\", \"entity recognition\", \"key phrase\", \"PII detection\", \"TextAnalyticsClient\".", "category": "data-ai", "tags": [ "azure", @@ -2170,14 +2312,22 @@ "azure", "ai", "textanalytics", - "py" + "py", + "text", + "analytics", + "sdk", + "sentiment", + "analysis", + "entity", + "recognition", + "key" ], "path": "skills/azure-ai-textanalytics-py/SKILL.md" }, { "id": "azure-ai-transcription-py", "name": "azure-ai-transcription-py", - "description": "|", + "description": "Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization.\nTriggers: \"transcription\", \"speech to text\", \"Azure AI Transcription\", \"TranscriptionClient\".", "category": "data-ai", "tags": [ "azure", @@ -2189,14 +2339,22 @@ "azure", "ai", "transcription", - "py" + "py", + "sdk", + "python", + "real", + "time", + "batch", + "speech", + "text", + "timestamps" ], "path": "skills/azure-ai-transcription-py/SKILL.md" }, { "id": "azure-ai-translation-document-py", "name": "azure-ai-translation-document-py", - "description": "|", + "description": "Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale.\nTriggers: \"document translation\", \"batch translation\", \"translate documents\", \"DocumentTranslationClient\".", "category": "data-ai", "tags": [ "azure", @@ -2210,14 +2368,21 @@ "ai", "translation", "document", - "py" + "py", + "sdk", + "batch", + "documents", + "format", + "preservation", + "translating", + "word" ], "path": "skills/azure-ai-translation-document-py/SKILL.md" }, { "id": "azure-ai-translation-text-py", "name": "azure-ai-translation-text-py", - "description": "|", + "description": "Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications.\nTriggers: \"text translation\", \"translator\", \"translate text\", \"transliterate\", \"TextTranslationClient\".", "category": "data-ai", "tags": [ "azure", @@ -2231,7 +2396,14 @@ "ai", "translation", "text", - "py" + "py", + "sdk", + "real", + "time", + "transliteration", + "language", + "detection", + "dictionary" ], "path": "skills/azure-ai-translation-text-py/SKILL.md" }, @@ -2293,7 +2465,7 @@ { "id": "azure-ai-vision-imageanalysis-py", "name": "azure-ai-vision-imageanalysis-py", - "description": "|", + "description": "Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks.\nTriggers: \"image analysis\", \"computer vision\", \"OCR\", \"object detection\", \"ImageAnalysisClient\", \"image caption\".", "category": "data-ai", "tags": [ "azure", @@ -2307,14 +2479,21 @@ "ai", "vision", "imageanalysis", - "py" + "py", + "image", + "analysis", + "sdk", + "captions", + "tags", + "objects", + "ocr" ], "path": "skills/azure-ai-vision-imageanalysis-py/SKILL.md" }, { "id": "azure-ai-voicelive-dotnet", "name": "azure-ai-voicelive-dotnet", - "description": "|", + "description": "Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots. Triggers: \"voice live\", \"real-time voice\", \"VoiceLiveClient\", \"VoiceLiveSession\", \"voice assistant .NET\", \"bidirectional audio\", \"speech-to-speech\".", "category": "data-ai", "tags": [ "azure", @@ -2326,14 +2505,22 @@ "azure", "ai", "voicelive", - "dotnet" + "dotnet", + "voice", + "live", + "sdk", + "net", + "real", + "time", + "applications", + "bidirectional" ], "path": "skills/azure-ai-voicelive-dotnet/SKILL.md" }, { "id": "azure-ai-voicelive-java", "name": "azure-ai-voicelive-java", - "description": "|", + "description": "Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.\nTriggers: \"VoiceLiveClient java\", \"voice assistant java\", \"real-time voice java\", \"audio streaming java\", \"voice activity detection java\".", "category": "data-ai", "tags": [ "azure", @@ -2345,7 +2532,15 @@ "azure", "ai", "voicelive", - "java" + "java", + "sdk", + "real", + "time", + "bidirectional", + "voice", + "conversations", + "assistants", + "websocket" ], "path": "skills/azure-ai-voicelive-java/SKILL.md" }, @@ -2379,7 +2574,7 @@ { "id": "azure-ai-voicelive-ts", "name": "azure-ai-voicelive-ts", - "description": "|", + "description": "Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots in Node.js or browser environments. Triggers: \"voice live\", \"real-time voice\", \"VoiceLiveClient\", \"VoiceLiveSession\", \"voice assistant TypeScript\", \"bidirectional audio\", \"speech-to-speech JavaScript\".", "category": "data-ai", "tags": [ "azure", @@ -2391,14 +2586,22 @@ "azure", "ai", "voicelive", - "ts" + "ts", + "voice", + "live", + "sdk", + "javascript", + "typescript", + "real", + "time", + "applications" ], "path": "skills/azure-ai-voicelive-ts/SKILL.md" }, { "id": "azure-appconfiguration-java", "name": "azure-appconfiguration-java", - "description": "|", + "description": "Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots.\nTriggers: \"ConfigurationClient java\", \"app configuration java\", \"feature flag java\", \"configuration setting java\", \"azure config java\".", "category": "development", "tags": [ "azure", @@ -2408,15 +2611,24 @@ "triggers": [ "azure", "appconfiguration", - "java" + "java", + "app", + "configuration", + "sdk", + "centralized", + "application", + "key", + "value", + "settings", + "feature" ], "path": "skills/azure-appconfiguration-java/SKILL.md" }, { "id": "azure-appconfiguration-py", "name": "azure-appconfiguration-py", - "description": "|", - "category": "general", + "description": "Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings.\nTriggers: \"azure-appconfiguration\", \"AzureAppConfigurationClient\", \"feature flags\", \"configuration\", \"key-value settings\".", + "category": "development", "tags": [ "azure", "appconfiguration", @@ -2425,7 +2637,16 @@ "triggers": [ "azure", "appconfiguration", - "py" + "py", + "app", + "configuration", + "sdk", + "python", + "centralized", + "feature", + "flags", + "dynamic", + "settings" ], "path": "skills/azure-appconfiguration-py/SKILL.md" }, @@ -2593,7 +2814,7 @@ { "id": "azure-compute-batch-java", "name": "azure-compute-batch-java", - "description": "|", + "description": "Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.\nTriggers: \"BatchClient java\", \"azure batch java\", \"batch pool java\", \"batch job java\", \"HPC java\", \"parallel computing java\".", "category": "development", "tags": [ "azure", @@ -2605,15 +2826,23 @@ "azure", "compute", "batch", - "java" + "java", + "sdk", + "run", + "large", + "scale", + "parallel", + "hpc", + "jobs", + "pools" ], "path": "skills/azure-compute-batch-java/SKILL.md" }, { "id": "azure-containerregistry-py", "name": "azure-containerregistry-py", - "description": "|", - "category": "general", + "description": "Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.\nTriggers: \"azure-containerregistry\", \"ContainerRegistryClient\", \"container images\", \"docker registry\", \"ACR\".", + "category": "development", "tags": [ "azure", "containerregistry", @@ -2622,7 +2851,16 @@ "triggers": [ "azure", "containerregistry", - "py" + "py", + "container", + "registry", + "sdk", + "python", + "managing", + "images", + "artifacts", + "repositories", + "triggers" ], "path": "skills/azure-containerregistry-py/SKILL.md" }, @@ -2656,8 +2894,8 @@ { "id": "azure-cosmos-java", "name": "azure-cosmos-java", - "description": "|", - "category": "development", + "description": "Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns.\nTriggers: \"CosmosClient java\", \"CosmosAsyncClient\", \"cosmos database java\", \"cosmosdb java\", \"document database java\".", + "category": "data-ai", "tags": [ "azure", "cosmos", @@ -2666,15 +2904,24 @@ "triggers": [ "azure", "cosmos", - "java" + "java", + "db", + "sdk", + "nosql", + "database", + "operations", + "global", + "distribution", + "multi", + "model" ], "path": "skills/azure-cosmos-java/SKILL.md" }, { "id": "azure-cosmos-py", "name": "azure-cosmos-py", - "description": "|", - "category": "general", + "description": "Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.\nTriggers: \"cosmos db\", \"CosmosClient\", \"container\", \"document\", \"NoSQL\", \"partition key\".", + "category": "data-ai", "tags": [ "azure", "cosmos", @@ -2683,15 +2930,24 @@ "triggers": [ "azure", "cosmos", - "py" + "py", + "db", + "sdk", + "python", + "nosql", + "api", + "document", + "crud", + "queries", + "containers" ], "path": "skills/azure-cosmos-py/SKILL.md" }, { "id": "azure-cosmos-rust", "name": "azure-cosmos-rust", - "description": "|", - "category": "development", + "description": "Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.\nTriggers: \"cosmos db rust\", \"CosmosClient rust\", \"container\", \"document rust\", \"NoSQL rust\", \"partition key\".", + "category": "data-ai", "tags": [ "azure", "cosmos", @@ -2700,15 +2956,24 @@ "triggers": [ "azure", "cosmos", - "rust" + "rust", + "db", + "sdk", + "nosql", + "api", + "document", + "crud", + "queries", + "containers", + "globally" ], "path": "skills/azure-cosmos-rust/SKILL.md" }, { "id": "azure-cosmos-ts", "name": "azure-cosmos-ts", - "description": "|", - "category": "general", + "description": "Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management. Triggers: \"Cosmos DB\", \"@azure/cosmos\", \"CosmosClient\", \"document CRUD\", \"NoSQL queries\", \"bulk operations\", \"partition key\", \"container.items\".", + "category": "data-ai", "tags": [ "azure", "cosmos", @@ -2717,7 +2982,16 @@ "triggers": [ "azure", "cosmos", - "ts" + "ts", + "db", + "javascript", + "typescript", + "sdk", + "data", + "plane", + "operations", + "crud", + "documents" ], "path": "skills/azure-cosmos-ts/SKILL.md" }, @@ -2751,7 +3025,7 @@ { "id": "azure-data-tables-py", "name": "azure-data-tables-py", - "description": "|", + "description": "Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations.\nTriggers: \"table storage\", \"TableServiceClient\", \"TableClient\", \"entities\", \"PartitionKey\", \"RowKey\".", "category": "data-ai", "tags": [ "azure", @@ -2763,14 +3037,22 @@ "azure", "data", "tables", - "py" + "py", + "sdk", + "python", + "storage", + "cosmos", + "db", + "nosql", + "key", + "value" ], "path": "skills/azure-data-tables-py/SKILL.md" }, { "id": "azure-eventgrid-dotnet", "name": "azure-eventgrid-dotnet", - "description": "|", + "description": "Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents. Triggers: \"Event Grid\", \"EventGridPublisherClient\", \"CloudEvent\", \"EventGridEvent\", \"publish events .NET\", \"event-driven\", \"pub/sub\".", "category": "development", "tags": [ "azure", @@ -2780,7 +3062,16 @@ "triggers": [ "azure", "eventgrid", - "dotnet" + "dotnet", + "event", + "grid", + "sdk", + "net", + "client", + "library", + "publishing", + "consuming", + "events" ], "path": "skills/azure-eventgrid-dotnet/SKILL.md" }, @@ -2813,8 +3104,8 @@ { "id": "azure-eventgrid-py", "name": "azure-eventgrid-py", - "description": "|", - "category": "general", + "description": "Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures.\nTriggers: \"event grid\", \"EventGridPublisherClient\", \"CloudEvent\", \"EventGridEvent\", \"publish events\".", + "category": "development", "tags": [ "azure", "eventgrid", @@ -2823,15 +3114,24 @@ "triggers": [ "azure", "eventgrid", - "py" + "py", + "event", + "grid", + "sdk", + "python", + "publishing", + "events", + "handling", + "cloudevents", + "driven" ], "path": "skills/azure-eventgrid-py/SKILL.md" }, { "id": "azure-eventhub-dotnet", "name": "azure-eventhub-dotnet", - "description": "|", - "category": "development", + "description": "Azure Event Hubs SDK for .NET. Use for high-throughput event streaming: sending events (EventHubProducerClient, EventHubBufferedProducerClient), receiving events (EventProcessorClient with checkpointing), partition management, and real-time data ingestion. Triggers: \"Event Hubs\", \"event streaming\", \"EventHubProducerClient\", \"EventProcessorClient\", \"send events\", \"receive events\", \"checkpointing\", \"partition\".", + "category": "data-ai", "tags": [ "azure", "eventhub", @@ -2840,7 +3140,16 @@ "triggers": [ "azure", "eventhub", - "dotnet" + "dotnet", + "event", + "hubs", + "sdk", + "net", + "high", + "throughput", + "streaming", + "sending", + "events" ], "path": "skills/azure-eventhub-dotnet/SKILL.md" }, @@ -2873,8 +3182,8 @@ { "id": "azure-eventhub-py", "name": "azure-eventhub-py", - "description": "|", - "category": "general", + "description": "Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing.\nTriggers: \"event hubs\", \"EventHubProducerClient\", \"EventHubConsumerClient\", \"streaming\", \"partitions\".", + "category": "development", "tags": [ "azure", "eventhub", @@ -2883,15 +3192,24 @@ "triggers": [ "azure", "eventhub", - "py" + "py", + "event", + "hubs", + "sdk", + "python", + "streaming", + "high", + "throughput", + "ingestion", + "producers" ], "path": "skills/azure-eventhub-py/SKILL.md" }, { "id": "azure-eventhub-rust", "name": "azure-eventhub-rust", - "description": "|", - "category": "development", + "description": "Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion.\nTriggers: \"event hubs rust\", \"ProducerClient rust\", \"ConsumerClient rust\", \"send event rust\", \"streaming rust\".", + "category": "data-ai", "tags": [ "azure", "eventhub", @@ -2900,7 +3218,16 @@ "triggers": [ "azure", "eventhub", - "rust" + "rust", + "event", + "hubs", + "sdk", + "sending", + "receiving", + "events", + "streaming", + "data", + "ingestion" ], "path": "skills/azure-eventhub-rust/SKILL.md" }, @@ -2958,8 +3285,8 @@ { "id": "azure-identity-dotnet", "name": "azure-identity-dotnet", - "description": "|", - "category": "development", + "description": "Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials. Triggers: \"Azure Identity\", \"DefaultAzureCredential\", \"ManagedIdentityCredential\", \"ClientSecretCredential\", \"authentication .NET\", \"Azure auth\", \"credential chain\".", + "category": "security", "tags": [ "azure", "identity", @@ -2968,7 +3295,16 @@ "triggers": [ "azure", "identity", - "dotnet" + "dotnet", + "sdk", + "net", + "authentication", + "library", + "clients", + "microsoft", + "entra", + "id", + "defaultazurecredential" ], "path": "skills/azure-identity-dotnet/SKILL.md" }, @@ -3000,8 +3336,8 @@ { "id": "azure-identity-py", "name": "azure-identity-py", - "description": "|", - "category": "general", + "description": "Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching.\nTriggers: \"azure-identity\", \"DefaultAzureCredential\", \"authentication\", \"managed identity\", \"service principal\", \"credential\".", + "category": "infrastructure", "tags": [ "azure", "identity", @@ -3010,14 +3346,23 @@ "triggers": [ "azure", "identity", - "py" + "py", + "sdk", + "python", + "authentication", + "defaultazurecredential", + "managed", + "principals", + "token", + "caching", + "triggers" ], "path": "skills/azure-identity-py/SKILL.md" }, { "id": "azure-identity-rust", "name": "azure-identity-rust", - "description": "|", + "description": "Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication.\nTriggers: \"azure-identity\", \"DeveloperToolsCredential\", \"authentication rust\", \"managed identity rust\", \"credential rust\".", "category": "development", "tags": [ "azure", @@ -3027,7 +3372,16 @@ "triggers": [ "azure", "identity", - "rust" + "rust", + "sdk", + "authentication", + "developertoolscredential", + "managedidentitycredential", + "clientsecretcredential", + "token", + "triggers", + "managed", + "credential" ], "path": "skills/azure-identity-rust/SKILL.md" }, @@ -3059,7 +3413,7 @@ { "id": "azure-keyvault-certificates-rust", "name": "azure-keyvault-certificates-rust", - "description": "|", + "description": "Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates.\nTriggers: \"keyvault certificates rust\", \"CertificateClient rust\", \"create certificate rust\", \"import certificate rust\".", "category": "development", "tags": [ "azure", @@ -3071,14 +3425,22 @@ "azure", "keyvault", "certificates", - "rust" + "rust", + "key", + "vault", + "sdk", + "creating", + "importing", + "managing", + "triggers", + "certificateclient" ], "path": "skills/azure-keyvault-certificates-rust/SKILL.md" }, { "id": "azure-keyvault-keys-rust", "name": "azure-keyvault-keys-rust", - "description": "|", + "description": "Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys.\nTriggers: \"keyvault keys rust\", \"KeyClient rust\", \"create key rust\", \"encrypt rust\", \"sign rust\".", "category": "development", "tags": [ "azure", @@ -3090,7 +3452,15 @@ "azure", "keyvault", "keys", - "rust" + "rust", + "key", + "vault", + "sdk", + "creating", + "managing", + "cryptographic", + "triggers", + "keyclient" ], "path": "skills/azure-keyvault-keys-rust/SKILL.md" }, @@ -3124,8 +3494,8 @@ { "id": "azure-keyvault-py", "name": "azure-keyvault-py", - "description": "|", - "category": "general", + "description": "Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage.\nTriggers: \"key vault\", \"SecretClient\", \"KeyClient\", \"CertificateClient\", \"secrets\", \"encryption keys\".", + "category": "security", "tags": [ "azure", "keyvault", @@ -3134,14 +3504,23 @@ "triggers": [ "azure", "keyvault", - "py" + "py", + "key", + "vault", + "sdk", + "python", + "secrets", + "keys", + "certificates", + "secure", + "storage" ], "path": "skills/azure-keyvault-py/SKILL.md" }, { "id": "azure-keyvault-secrets-rust", "name": "azure-keyvault-secrets-rust", - "description": "|", + "description": "Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys.\nTriggers: \"keyvault secrets rust\", \"SecretClient rust\", \"get secret rust\", \"set secret rust\".", "category": "security", "tags": [ "azure", @@ -3153,7 +3532,15 @@ "azure", "keyvault", "secrets", - "rust" + "rust", + "key", + "vault", + "sdk", + "storing", + "retrieving", + "passwords", + "api", + "keys" ], "path": "skills/azure-keyvault-secrets-rust/SKILL.md" }, @@ -3187,8 +3574,8 @@ { "id": "azure-maps-search-dotnet", "name": "azure-maps-search-dotnet", - "description": "|", - "category": "development", + "description": "Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data. Triggers: \"Azure Maps\", \"MapsSearchClient\", \"MapsRoutingClient\", \"MapsRenderingClient\", \"geocoding .NET\", \"route directions\", \"map tiles\", \"geolocation\".", + "category": "data-ai", "tags": [ "azure", "maps", @@ -3199,7 +3586,15 @@ "azure", "maps", "search", - "dotnet" + "dotnet", + "sdk", + "net", + "location", + "including", + "geocoding", + "routing", + "rendering", + "geolocation" ], "path": "skills/azure-maps-search-dotnet/SKILL.md" }, @@ -3233,8 +3628,8 @@ { "id": "azure-messaging-webpubsubservice-py", "name": "azure-messaging-webpubsubservice-py", - "description": "|", - "category": "general", + "description": "Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.\nTriggers: \"azure-messaging-webpubsubservice\", \"WebPubSubServiceClient\", \"real-time\", \"WebSocket\", \"pub/sub\".", + "category": "infrastructure", "tags": [ "azure", "messaging", @@ -3245,14 +3640,22 @@ "azure", "messaging", "webpubsubservice", - "py" + "py", + "web", + "pubsub", + "sdk", + "python", + "real", + "time", + "websocket", + "connections" ], "path": "skills/azure-messaging-webpubsubservice-py/SKILL.md" }, { "id": "azure-mgmt-apicenter-dotnet", "name": "azure-mgmt-apicenter-dotnet", - "description": "|", + "description": "Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery. Use for creating API services, workspaces, APIs, versions, definitions, environments, deployments, and metadata schemas. Triggers: \"API Center\", \"ApiCenterService\", \"ApiCenterWorkspace\", \"ApiCenterApi\", \"API inventory\", \"API governance\", \"API versioning\", \"API catalog\", \"API discovery\".", "category": "development", "tags": [ "azure", @@ -3264,15 +3667,23 @@ "azure", "mgmt", "apicenter", - "dotnet" + "dotnet", + "api", + "center", + "sdk", + "net", + "centralized", + "inventory", + "governance", + "versioning" ], "path": "skills/azure-mgmt-apicenter-dotnet/SKILL.md" }, { "id": "azure-mgmt-apicenter-py", "name": "azure-mgmt-apicenter-py", - "description": "|", - "category": "general", + "description": "Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization.\nTriggers: \"azure-mgmt-apicenter\", \"ApiCenterMgmtClient\", \"API Center\", \"API inventory\", \"API governance\".", + "category": "development", "tags": [ "azure", "mgmt", @@ -3283,15 +3694,23 @@ "azure", "mgmt", "apicenter", - "py" + "py", + "api", + "center", + "sdk", + "python", + "managing", + "inventory", + "metadata", + "governance" ], "path": "skills/azure-mgmt-apicenter-py/SKILL.md" }, { "id": "azure-mgmt-apimanagement-dotnet", "name": "azure-mgmt-apimanagement-dotnet", - "description": "|", - "category": "development", + "description": "Azure Resource Manager SDK for API Management in .NET. Use for MANAGEMENT PLANE operations: creating/managing APIM services, APIs, products, subscriptions, policies, users, groups, gateways, and backends via Azure Resource Manager. Triggers: \"API Management\", \"APIM service\", \"create APIM\", \"manage APIs\", \"ApiManagementServiceResource\", \"API policies\", \"APIM products\", \"APIM subscriptions\".", + "category": "infrastructure", "tags": [ "azure", "mgmt", @@ -3302,15 +3721,23 @@ "azure", "mgmt", "apimanagement", - "dotnet" + "dotnet", + "resource", + "manager", + "sdk", + "api", + "net", + "plane", + "operations", + "creating" ], "path": "skills/azure-mgmt-apimanagement-dotnet/SKILL.md" }, { "id": "azure-mgmt-apimanagement-py", "name": "azure-mgmt-apimanagement-py", - "description": "|", - "category": "general", + "description": "Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.\nTriggers: \"azure-mgmt-apimanagement\", \"ApiManagementClient\", \"APIM\", \"API gateway\", \"API Management\".", + "category": "development", "tags": [ "azure", "mgmt", @@ -3321,15 +3748,23 @@ "azure", "mgmt", "apimanagement", - "py" + "py", + "api", + "sdk", + "python", + "managing", + "apim", + "apis", + "products", + "subscriptions" ], "path": "skills/azure-mgmt-apimanagement-py/SKILL.md" }, { "id": "azure-mgmt-applicationinsights-dotnet", "name": "azure-mgmt-applicationinsights-dotnet", - "description": "|", - "category": "development", + "description": "Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management. Use for creating Application Insights components, web tests, workbooks, analytics items, and API keys. Triggers: \"Application Insights\", \"ApplicationInsights\", \"App Insights\", \"APM\", \"application monitoring\", \"web tests\", \"availability tests\", \"workbooks\".", + "category": "infrastructure", "tags": [ "azure", "mgmt", @@ -3340,15 +3775,23 @@ "azure", "mgmt", "applicationinsights", - "dotnet" + "dotnet", + "application", + "insights", + "sdk", + "net", + "performance", + "monitoring", + "observability", + "resource" ], "path": "skills/azure-mgmt-applicationinsights-dotnet/SKILL.md" }, { "id": "azure-mgmt-arizeaiobservabilityeval-dotnet", "name": "azure-mgmt-arizeaiobservabilityeval-dotnet", - "description": "|", - "category": "development", + "description": "Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). Use when managing Arize AI organizations \non Azure via Azure Marketplace, creating/updating/deleting Arize resources, or integrating Arize ML observability \ninto .NET applications. Triggers: \"Arize AI\", \"ML observability\", \"ArizeAIObservabilityEval\", \"Arize organization\".", + "category": "infrastructure", "tags": [ "azure", "mgmt", @@ -3359,15 +3802,23 @@ "azure", "mgmt", "arizeaiobservabilityeval", - "dotnet" + "dotnet", + "resource", + "manager", + "sdk", + "arize", + "ai", + "observability", + "evaluation", + "net" ], "path": "skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md" }, { "id": "azure-mgmt-botservice-dotnet", "name": "azure-mgmt-botservice-dotnet", - "description": "|", - "category": "development", + "description": "Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings. Triggers: \"Bot Service\", \"BotResource\", \"Azure Bot\", \"DirectLine channel\", \"Teams channel\", \"bot management .NET\", \"create bot\".", + "category": "infrastructure", "tags": [ "azure", "mgmt", @@ -3378,15 +3829,23 @@ "azure", "mgmt", "botservice", - "dotnet" + "dotnet", + "resource", + "manager", + "sdk", + "bot", + "net", + "plane", + "operations", + "creating" ], "path": "skills/azure-mgmt-botservice-dotnet/SKILL.md" }, { "id": "azure-mgmt-botservice-py", "name": "azure-mgmt-botservice-py", - "description": "|", - "category": "general", + "description": "Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.\nTriggers: \"azure-mgmt-botservice\", \"AzureBotService\", \"bot management\", \"conversational AI\", \"bot channels\".", + "category": "infrastructure", "tags": [ "azure", "mgmt", @@ -3397,14 +3856,22 @@ "azure", "mgmt", "botservice", - "py" + "py", + "bot", + "sdk", + "python", + "creating", + "managing", + "configuring", + "resources", + "triggers" ], "path": "skills/azure-mgmt-botservice-py/SKILL.md" }, { "id": "azure-mgmt-fabric-dotnet", "name": "azure-mgmt-fabric-dotnet", - "description": "|", + "description": "Azure Resource Manager SDK for Fabric in .NET. Use for MANAGEMENT PLANE operations: provisioning, scaling, suspending/resuming Microsoft Fabric capacities, checking name availability, and listing SKUs via Azure Resource Manager. Triggers: \"Fabric capacity\", \"create capacity\", \"suspend capacity\", \"resume capacity\", \"Fabric SKU\", \"provision Fabric\", \"ARM Fabric\", \"FabricCapacityResource\".", "category": "development", "tags": [ "azure", @@ -3416,15 +3883,23 @@ "azure", "mgmt", "fabric", - "dotnet" + "dotnet", + "resource", + "manager", + "sdk", + "net", + "plane", + "operations", + "provisioning", + "scaling" ], "path": "skills/azure-mgmt-fabric-dotnet/SKILL.md" }, { "id": "azure-mgmt-fabric-py", "name": "azure-mgmt-fabric-py", - "description": "|", - "category": "general", + "description": "Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.\nTriggers: \"azure-mgmt-fabric\", \"FabricMgmtClient\", \"Fabric capacity\", \"Microsoft Fabric\", \"Power BI capacity\".", + "category": "development", "tags": [ "azure", "mgmt", @@ -3435,7 +3910,15 @@ "azure", "mgmt", "fabric", - "py" + "py", + "sdk", + "python", + "managing", + "microsoft", + "capacities", + "resources", + "triggers", + "fabricmgmtclient" ], "path": "skills/azure-mgmt-fabric-py/SKILL.md" }, @@ -3469,8 +3952,8 @@ { "id": "azure-mgmt-weightsandbiases-dotnet", "name": "azure-mgmt-weightsandbiases-dotnet", - "description": "|", - "category": "development", + "description": "Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability. Triggers: \"Weights and Biases\", \"W&B\", \"WeightsAndBiases\", \"ML experiment tracking\", \"model registry\", \"experiment management\", \"wandb\".", + "category": "infrastructure", "tags": [ "azure", "mgmt", @@ -3481,7 +3964,15 @@ "azure", "mgmt", "weightsandbiases", - "dotnet" + "dotnet", + "weights", + "biases", + "sdk", + "net", + "ml", + "experiment", + "tracking", + "model" ], "path": "skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md" }, @@ -3515,8 +4006,8 @@ { "id": "azure-monitor-ingestion-java", "name": "azure-monitor-ingestion-java", - "description": "|", - "category": "development", + "description": "Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE).\nTriggers: \"LogsIngestionClient java\", \"azure monitor ingestion java\", \"custom logs java\", \"DCR java\", \"data collection rule java\".", + "category": "data-ai", "tags": [ "azure", "monitor", @@ -3527,15 +4018,23 @@ "azure", "monitor", "ingestion", - "java" + "java", + "sdk", + "send", + "custom", + "logs", + "via", + "data", + "collection", + "rules" ], "path": "skills/azure-monitor-ingestion-java/SKILL.md" }, { "id": "azure-monitor-ingestion-py", "name": "azure-monitor-ingestion-py", - "description": "|", - "category": "general", + "description": "Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.\nTriggers: \"azure-monitor-ingestion\", \"LogsIngestionClient\", \"custom logs\", \"DCR\", \"data collection rule\", \"Log Analytics\".", + "category": "data-ai", "tags": [ "azure", "monitor", @@ -3546,15 +4045,23 @@ "azure", "monitor", "ingestion", - "py" + "py", + "sdk", + "python", + "sending", + "custom", + "logs", + "log", + "analytics", + "workspace" ], "path": "skills/azure-monitor-ingestion-py/SKILL.md" }, { "id": "azure-monitor-opentelemetry-exporter-java", "name": "azure-monitor-opentelemetry-exporter-java", - "description": "|", - "category": "development", + "description": "Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.\nTriggers: \"AzureMonitorExporter java\", \"opentelemetry azure java\", \"application insights java otel\", \"azure monitor tracing java\".\nNote: This package is DEPRECATED. Migrate to azure-monitor-opentelemetry-autoconfigure.", + "category": "infrastructure", "tags": [ "azure", "monitor", @@ -3567,15 +4074,22 @@ "monitor", "opentelemetry", "exporter", - "java" + "java", + "export", + "traces", + "metrics", + "logs", + "application", + "insights", + "triggers" ], "path": "skills/azure-monitor-opentelemetry-exporter-java/SKILL.md" }, { "id": "azure-monitor-opentelemetry-exporter-py", "name": "azure-monitor-opentelemetry-exporter-py", - "description": "|", - "category": "general", + "description": "Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.\nTriggers: \"azure-monitor-opentelemetry-exporter\", \"AzureMonitorTraceExporter\", \"AzureMonitorMetricExporter\", \"AzureMonitorLogExporter\".", + "category": "development", "tags": [ "azure", "monitor", @@ -3588,15 +4102,22 @@ "monitor", "opentelemetry", "exporter", - "py" + "py", + "python", + "low", + "level", + "export", + "application", + "insights", + "triggers" ], "path": "skills/azure-monitor-opentelemetry-exporter-py/SKILL.md" }, { "id": "azure-monitor-opentelemetry-py", "name": "azure-monitor-opentelemetry-py", - "description": "|", - "category": "general", + "description": "Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.\nTriggers: \"azure-monitor-opentelemetry\", \"configure_azure_monitor\", \"Application Insights\", \"OpenTelemetry distro\", \"auto-instrumentation\".", + "category": "development", "tags": [ "azure", "monitor", @@ -3607,7 +4128,15 @@ "azure", "monitor", "opentelemetry", - "py" + "py", + "distro", + "python", + "one", + "line", + "application", + "insights", + "setup", + "auto" ], "path": "skills/azure-monitor-opentelemetry-py/SKILL.md" }, @@ -3641,8 +4170,8 @@ { "id": "azure-monitor-query-java", "name": "azure-monitor-query-java", - "description": "|", - "category": "development", + "description": "Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources.\nTriggers: \"LogsQueryClient java\", \"MetricsQueryClient java\", \"kusto query java\", \"log analytics java\", \"azure monitor query java\".\nNote: This package is deprecated. Migrate to azure-monitor-query-logs and azure-monitor-query-metrics.", + "category": "data-ai", "tags": [ "azure", "monitor", @@ -3653,15 +4182,23 @@ "azure", "monitor", "query", - "java" + "java", + "sdk", + "execute", + "kusto", + "queries", + "against", + "log", + "analytics", + "workspaces" ], "path": "skills/azure-monitor-query-java/SKILL.md" }, { "id": "azure-monitor-query-py", "name": "azure-monitor-query-py", - "description": "|", - "category": "general", + "description": "Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.\nTriggers: \"azure-monitor-query\", \"LogsQueryClient\", \"MetricsQueryClient\", \"Log Analytics\", \"Kusto queries\", \"Azure metrics\".", + "category": "data-ai", "tags": [ "azure", "monitor", @@ -3672,14 +4209,22 @@ "azure", "monitor", "query", - "py" + "py", + "sdk", + "python", + "querying", + "log", + "analytics", + "workspaces", + "metrics", + "triggers" ], "path": "skills/azure-monitor-query-py/SKILL.md" }, { "id": "azure-postgres-ts", "name": "azure-postgres-ts", - "description": "|", + "description": "Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, connection pooling, transactions, and Microsoft Entra ID (passwordless) authentication. Triggers: \"PostgreSQL\", \"postgres\", \"pg client\", \"node-postgres\", \"Azure PostgreSQL connection\", \"PostgreSQL TypeScript\", \"pg Pool\", \"passwordless postgres\".", "category": "data-ai", "tags": [ "azure", @@ -3689,15 +4234,24 @@ "triggers": [ "azure", "postgres", - "ts" + "ts", + "connect", + "database", + "postgresql", + "flexible", + "server", + "node", + "js", + "typescript", + "pg" ], "path": "skills/azure-postgres-ts/SKILL.md" }, { "id": "azure-resource-manager-cosmosdb-dotnet", "name": "azure-resource-manager-cosmosdb-dotnet", - "description": "|", - "category": "development", + "description": "Azure Resource Manager SDK for Cosmos DB in .NET. Use for MANAGEMENT PLANE operations: creating/managing Cosmos DB accounts, databases, containers, throughput settings, and RBAC via Azure Resource Manager. NOT for data plane operations (CRUD on documents) - use Microsoft.Azure.Cosmos for that. Triggers: \"Cosmos DB account\", \"create Cosmos account\", \"manage Cosmos resources\", \"ARM Cosmos\", \"CosmosDBAccountResource\", \"provision Cosmos DB\".", + "category": "data-ai", "tags": [ "azure", "resource", @@ -3710,14 +4264,21 @@ "resource", "manager", "cosmosdb", - "dotnet" + "dotnet", + "sdk", + "cosmos", + "db", + "net", + "plane", + "operations", + "creating" ], "path": "skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md" }, { "id": "azure-resource-manager-durabletask-dotnet", "name": "azure-resource-manager-durabletask-dotnet", - "description": "|", + "description": "Azure Resource Manager SDK for Durable Task Scheduler in .NET. Use for MANAGEMENT PLANE operations: creating/managing Durable Task Schedulers, Task Hubs, and retention policies via Azure Resource Manager. Triggers: \"Durable Task Scheduler\", \"create scheduler\", \"task hub\", \"DurableTaskSchedulerResource\", \"provision Durable Task\", \"orchestration scheduler\".", "category": "development", "tags": [ "azure", @@ -3731,14 +4292,21 @@ "resource", "manager", "durabletask", - "dotnet" + "dotnet", + "sdk", + "durable", + "task", + "scheduler", + "net", + "plane", + "operations" ], "path": "skills/azure-resource-manager-durabletask-dotnet/SKILL.md" }, { "id": "azure-resource-manager-mysql-dotnet", "name": "azure-resource-manager-mysql-dotnet", - "description": "|", + "description": "Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments. Use for creating servers, databases, firewall rules, configurations, backups, and high availability. Triggers: \"MySQL\", \"MySqlFlexibleServer\", \"MySQL Flexible Server\", \"Azure Database for MySQL\", \"MySQL database management\", \"MySQL firewall\", \"MySQL backup\".", "category": "data-ai", "tags": [ "azure", @@ -3752,14 +4320,21 @@ "resource", "manager", "mysql", - "dotnet" + "dotnet", + "flexible", + "server", + "sdk", + "net", + "database", + "deployments", + "creating" ], "path": "skills/azure-resource-manager-mysql-dotnet/SKILL.md" }, { "id": "azure-resource-manager-playwright-dotnet", "name": "azure-resource-manager-playwright-dotnet", - "description": "|", + "description": "Azure Resource Manager SDK for Microsoft Playwright Testing in .NET. Use for MANAGEMENT PLANE operations: creating/managing Playwright Testing workspaces, checking name availability, and managing workspace quotas via Azure Resource Manager. NOT for running Playwright tests - use Azure.Developer.MicrosoftPlaywrightTesting.NUnit for that. Triggers: \"Playwright workspace\", \"create Playwright Testing workspace\", \"manage Playwright resources\", \"ARM Playwright\", \"PlaywrightWorkspaceResource\", \"provision Playwright Testing\".", "category": "development", "tags": [ "azure", @@ -3773,15 +4348,22 @@ "resource", "manager", "playwright", - "dotnet" + "dotnet", + "sdk", + "microsoft", + "testing", + "net", + "plane", + "operations", + "creating" ], "path": "skills/azure-resource-manager-playwright-dotnet/SKILL.md" }, { "id": "azure-resource-manager-postgresql-dotnet", "name": "azure-resource-manager-postgresql-dotnet", - "description": "|", - "category": "development", + "description": "Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments. Use for creating servers, databases, firewall rules, configurations, backups, and high availability. Triggers: \"PostgreSQL\", \"PostgreSqlFlexibleServer\", \"PostgreSQL Flexible Server\", \"Azure Database for PostgreSQL\", \"PostgreSQL database management\", \"PostgreSQL firewall\", \"PostgreSQL backup\", \"Postgres\".", + "category": "data-ai", "tags": [ "azure", "resource", @@ -3794,15 +4376,22 @@ "resource", "manager", "postgresql", - "dotnet" + "dotnet", + "flexible", + "server", + "sdk", + "net", + "database", + "deployments", + "creating" ], "path": "skills/azure-resource-manager-postgresql-dotnet/SKILL.md" }, { "id": "azure-resource-manager-redis-dotnet", "name": "azure-resource-manager-redis-dotnet", - "description": "|", - "category": "development", + "description": "Azure Resource Manager SDK for Redis in .NET. Use for MANAGEMENT PLANE operations: creating/managing Azure Cache for Redis instances, firewall rules, access keys, patch schedules, linked servers (geo-replication), and private endpoints via Azure Resource Manager. NOT for data plane operations (get/set keys, pub/sub) - use StackExchange.Redis for that. Triggers: \"Redis cache\", \"create Redis\", \"manage Redis\", \"ARM Redis\", \"RedisResource\", \"provision Redis\", \"Azure Cache for Redis\".", + "category": "data-ai", "tags": [ "azure", "resource", @@ -3815,14 +4404,21 @@ "resource", "manager", "redis", - "dotnet" + "dotnet", + "sdk", + "net", + "plane", + "operations", + "creating", + "managing", + "cache" ], "path": "skills/azure-resource-manager-redis-dotnet/SKILL.md" }, { "id": "azure-resource-manager-sql-dotnet", "name": "azure-resource-manager-sql-dotnet", - "description": "|", + "description": "Azure Resource Manager SDK for Azure SQL in .NET. Use for MANAGEMENT PLANE operations: creating/managing SQL servers, databases, elastic pools, firewall rules, and failover groups via Azure Resource Manager. NOT for data plane operations (executing queries) - use Microsoft.Data.SqlClient for that. Triggers: \"SQL server\", \"create SQL database\", \"manage SQL resources\", \"ARM SQL\", \"SqlServerResource\", \"provision Azure SQL\", \"elastic pool\", \"firewall rule\".", "category": "data-ai", "tags": [ "azure", @@ -3836,15 +4432,22 @@ "resource", "manager", "sql", - "dotnet" + "dotnet", + "sdk", + "net", + "plane", + "operations", + "creating", + "managing", + "servers" ], "path": "skills/azure-resource-manager-sql-dotnet/SKILL.md" }, { "id": "azure-search-documents-dotnet", "name": "azure-search-documents-dotnet", - "description": "|", - "category": "development", + "description": "Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search. Covers SearchClient (queries, document CRUD), SearchIndexClient (index management), and SearchIndexerClient (indexers, skillsets). Triggers: \"Azure Search .NET\", \"SearchClient\", \"SearchIndexClient\", \"vector search C#\", \"semantic search .NET\", \"hybrid search\", \"Azure.Search.Documents\".", + "category": "data-ai", "tags": [ "azure", "search", @@ -3855,15 +4458,23 @@ "azure", "search", "documents", - "dotnet" + "dotnet", + "ai", + "sdk", + "net", + "building", + "applications", + "full", + "text", + "vector" ], "path": "skills/azure-search-documents-dotnet/SKILL.md" }, { "id": "azure-search-documents-py", "name": "azure-search-documents-py", - "description": "|", - "category": "general", + "description": "Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets.\nTriggers: \"azure-search-documents\", \"SearchClient\", \"SearchIndexClient\", \"vector search\", \"hybrid search\", \"semantic search\".", + "category": "data-ai", "tags": [ "azure", "search", @@ -3874,7 +4485,15 @@ "azure", "search", "documents", - "py" + "py", + "ai", + "sdk", + "python", + "vector", + "hybrid", + "semantic", + "ranking", + "indexing" ], "path": "skills/azure-search-documents-py/SKILL.md" }, @@ -3908,7 +4527,7 @@ { "id": "azure-security-keyvault-keys-dotnet", "name": "azure-security-keyvault-keys-dotnet", - "description": "|", + "description": "Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encryption, decryption, signing, and verification. Triggers: \"Key Vault keys\", \"KeyClient\", \"CryptographyClient\", \"RSA key\", \"EC key\", \"encrypt decrypt .NET\", \"key rotation\", \"HSM\".", "category": "security", "tags": [ "azure", @@ -3922,7 +4541,14 @@ "security", "keyvault", "keys", - "dotnet" + "dotnet", + "key", + "vault", + "sdk", + "net", + "client", + "library", + "managing" ], "path": "skills/azure-security-keyvault-keys-dotnet/SKILL.md" }, @@ -3985,8 +4611,8 @@ { "id": "azure-servicebus-dotnet", "name": "azure-servicebus-dotnet", - "description": "|", - "category": "development", + "description": "Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions. Use for reliable message delivery, pub/sub patterns, dead letter handling, and background processing. Triggers: \"Service Bus\", \"ServiceBusClient\", \"ServiceBusSender\", \"ServiceBusReceiver\", \"ServiceBusProcessor\", \"message queue\", \"pub/sub .NET\", \"dead letter queue\".", + "category": "infrastructure", "tags": [ "azure", "servicebus", @@ -3995,15 +4621,24 @@ "triggers": [ "azure", "servicebus", - "dotnet" + "dotnet", + "bus", + "sdk", + "net", + "enterprise", + "messaging", + "queues", + "topics", + "subscriptions", + "sessions" ], "path": "skills/azure-servicebus-dotnet/SKILL.md" }, { "id": "azure-servicebus-py", "name": "azure-servicebus-py", - "description": "|", - "category": "general", + "description": "Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns.\nTriggers: \"service bus\", \"ServiceBusClient\", \"queue\", \"topic\", \"subscription\", \"message broker\".", + "category": "infrastructure", "tags": [ "azure", "servicebus", @@ -4012,7 +4647,16 @@ "triggers": [ "azure", "servicebus", - "py" + "py", + "bus", + "sdk", + "python", + "messaging", + "queues", + "topics", + "subscriptions", + "enterprise", + "triggers" ], "path": "skills/azure-servicebus-py/SKILL.md" }, @@ -4045,8 +4689,8 @@ { "id": "azure-speech-to-text-rest-py", "name": "azure-speech-to-text-rest-py", - "description": "|", - "category": "general", + "description": "Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK.\nTriggers: \"speech to text REST\", \"short audio transcription\", \"speech recognition REST API\", \"STT REST\", \"recognize speech REST\".\nDO NOT USE FOR: Long audio (>60 seconds), real-time streaming, batch transcription, custom speech models, speech translation. Use Speech SDK or Batch Transcription API instead.", + "category": "development", "tags": [ "azure", "speech", @@ -4061,7 +4705,13 @@ "to", "text", "rest", - "py" + "py", + "api", + "short", + "audio", + "python", + "simple", + "recognition" ], "path": "skills/azure-speech-to-text-rest-py/SKILL.md" }, @@ -4095,8 +4745,8 @@ { "id": "azure-storage-blob-py", "name": "azure-storage-blob-py", - "description": "|", - "category": "general", + "description": "Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle.\nTriggers: \"blob storage\", \"BlobServiceClient\", \"ContainerClient\", \"BlobClient\", \"upload blob\", \"download blob\".", + "category": "development", "tags": [ "azure", "storage", @@ -4107,14 +4757,22 @@ "azure", "storage", "blob", - "py" + "py", + "sdk", + "python", + "uploading", + "downloading", + "listing", + "blobs", + "managing", + "containers" ], "path": "skills/azure-storage-blob-py/SKILL.md" }, { "id": "azure-storage-blob-rust", "name": "azure-storage-blob-rust", - "description": "|", + "description": "Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers.\nTriggers: \"blob storage rust\", \"BlobClient rust\", \"upload blob rust\", \"download blob rust\", \"container rust\".", "category": "development", "tags": [ "azure", @@ -4126,15 +4784,23 @@ "azure", "storage", "blob", - "rust" + "rust", + "sdk", + "uploading", + "downloading", + "managing", + "blobs", + "containers", + "triggers", + "blobclient" ], "path": "skills/azure-storage-blob-rust/SKILL.md" }, { "id": "azure-storage-blob-ts", "name": "azure-storage-blob-ts", - "description": "|", - "category": "general", + "description": "Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers. Supports block blobs, append blobs, page blobs, SAS tokens, and streaming. Triggers: \"blob storage\", \"@azure/storage-blob\", \"BlobServiceClient\", \"ContainerClient\", \"upload blob\", \"download blob\", \"SAS token\", \"block blob\".", + "category": "development", "tags": [ "azure", "storage", @@ -4145,15 +4811,23 @@ "azure", "storage", "blob", - "ts" + "ts", + "javascript", + "typescript", + "sdk", + "operations", + "uploading", + "downloading", + "listing", + "managing" ], "path": "skills/azure-storage-blob-ts/SKILL.md" }, { "id": "azure-storage-file-datalake-py", "name": "azure-storage-file-datalake-py", - "description": "|", - "category": "general", + "description": "Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations.\nTriggers: \"data lake\", \"DataLakeServiceClient\", \"FileSystemClient\", \"ADLS Gen2\", \"hierarchical namespace\".", + "category": "data-ai", "tags": [ "azure", "storage", @@ -4166,15 +4840,22 @@ "storage", "file", "datalake", - "py" + "py", + "data", + "lake", + "gen2", + "sdk", + "python", + "hierarchical", + "big" ], "path": "skills/azure-storage-file-datalake-py/SKILL.md" }, { "id": "azure-storage-file-share-py", "name": "azure-storage-file-share-py", - "description": "|", - "category": "general", + "description": "Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud.\nTriggers: \"azure-storage-file-share\", \"ShareServiceClient\", \"ShareClient\", \"file share\", \"SMB\".", + "category": "infrastructure", "tags": [ "azure", "storage", @@ -4187,15 +4868,22 @@ "storage", "file", "share", - "py" + "py", + "sdk", + "python", + "smb", + "shares", + "directories", + "operations", + "cloud" ], "path": "skills/azure-storage-file-share-py/SKILL.md" }, { "id": "azure-storage-file-share-ts", "name": "azure-storage-file-share-ts", - "description": "|", - "category": "general", + "description": "Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations. Use for creating shares, managing directories, uploading/downloading files, and handling file metadata. Supports Azure Files SMB protocol scenarios. Triggers: \"file share\", \"@azure/storage-file-share\", \"ShareServiceClient\", \"ShareClient\", \"SMB\", \"Azure Files\".", + "category": "development", "tags": [ "azure", "storage", @@ -4208,15 +4896,22 @@ "storage", "file", "share", - "ts" + "ts", + "javascript", + "typescript", + "sdk", + "smb", + "operations", + "creating", + "shares" ], "path": "skills/azure-storage-file-share-ts/SKILL.md" }, { "id": "azure-storage-queue-py", "name": "azure-storage-queue-py", - "description": "|", - "category": "general", + "description": "Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing.\nTriggers: \"queue storage\", \"QueueServiceClient\", \"QueueClient\", \"message queue\", \"dequeue\".", + "category": "development", "tags": [ "azure", "storage", @@ -4227,15 +4922,23 @@ "azure", "storage", "queue", - "py" + "py", + "sdk", + "python", + "reliable", + "message", + "queuing", + "task", + "distribution", + "asynchronous" ], "path": "skills/azure-storage-queue-py/SKILL.md" }, { "id": "azure-storage-queue-ts", "name": "azure-storage-queue-ts", - "description": "|", - "category": "general", + "description": "Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages in queues. Supports visibility timeout, message encoding, and batch operations. Triggers: \"queue storage\", \"@azure/storage-queue\", \"QueueServiceClient\", \"QueueClient\", \"send message\", \"receive message\", \"dequeue\", \"visibility timeout\".", + "category": "development", "tags": [ "azure", "storage", @@ -4246,7 +4949,15 @@ "azure", "storage", "queue", - "ts" + "ts", + "javascript", + "typescript", + "sdk", + "message", + "operations", + "sending", + "receiving", + "peeking" ], "path": "skills/azure-storage-queue-ts/SKILL.md" }, @@ -4280,8 +4991,8 @@ { "id": "backend-architect", "name": "backend-architect", - "description": "Expert backend architect specializing in scalable API design,", - "category": "development", + "description": "Expert backend architect specializing in scalable API design,\nmicroservices architecture, and distributed systems. Masters REST/GraphQL/gRPC\nAPIs, event-driven architectures, service mesh patterns, and modern backend\nframeworks. Handles service boundary definition, inter-service communication,\nresilience patterns, and observability. Use PROACTIVELY when creating new\nbackend services or APIs.", + "category": "infrastructure", "tags": [ "backend" ], @@ -4290,7 +5001,14 @@ "architect", "specializing", "scalable", - "api" + "api", + "microservices", + "architecture", + "distributed", + "masters", + "rest", + "graphql", + "grpc" ], "path": "skills/backend-architect/SKILL.md" }, @@ -4346,7 +5064,7 @@ { "id": "backend-security-coder", "name": "backend-security-coder", - "description": "Expert in secure backend coding practices specializing in input", + "description": "Expert in secure backend coding practices specializing in input\nvalidation, authentication, and API security. Use PROACTIVELY for backend\nsecurity implementations or security code reviews.", "category": "security", "tags": [ "backend", @@ -4360,7 +5078,12 @@ "secure", "coding", "specializing", - "input" + "input", + "validation", + "authentication", + "api", + "proactively", + "implementations" ], "path": "skills/backend-security-coder/SKILL.md" }, @@ -4489,7 +5212,7 @@ { "id": "bash-pro", "name": "bash-pro", - "description": "Master of defensive Bash scripting for production automation, CI/CD", + "description": "Master of defensive Bash scripting for production automation, CI/CD\npipelines, and system utilities. Expert in safe, portable, and testable shell\nscripts.", "category": "infrastructure", "tags": [ "bash" @@ -4501,7 +5224,12 @@ "scripting", "automation", "ci", - "cd" + "cd", + "pipelines", + "utilities", + "safe", + "portable", + "testable" ], "path": "skills/bash-pro/SKILL.md" }, @@ -4725,7 +5453,7 @@ { "id": "blockchain-developer", "name": "blockchain-developer", - "description": "Build production-ready Web3 applications, smart contracts, and", + "description": "Build production-ready Web3 applications, smart contracts, and\ndecentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and\nenterprise blockchain integrations. Use PROACTIVELY for smart contracts, Web3\napps, DeFi protocols, or blockchain infrastructure.", "category": "general", "tags": [ "blockchain" @@ -4736,7 +5464,13 @@ "web3", "applications", "smart", - "contracts" + "contracts", + "decentralized", + "implements", + "defi", + "protocols", + "nft", + "platforms" ], "path": "skills/blockchain-developer/SKILL.md" }, @@ -5039,7 +5773,7 @@ { "id": "business-analyst", "name": "business-analyst", - "description": "Master modern business analysis with AI-powered analytics,", + "description": "Master modern business analysis with AI-powered analytics,\nreal-time dashboards, and data-driven insights. Build comprehensive KPI\nframeworks, predictive models, and strategic recommendations. Use PROACTIVELY\nfor business intelligence or strategic analysis.", "category": "data-ai", "tags": [ "business", @@ -5051,7 +5785,13 @@ "analysis", "ai", "powered", - "analytics" + "analytics", + "real", + "time", + "dashboards", + "data", + "driven", + "insights" ], "path": "skills/business-analyst/SKILL.md" }, @@ -5131,7 +5871,7 @@ { "id": "c4-code", "name": "c4-code", - "description": "Expert C4 Code-level documentation specialist. Analyzes code", + "description": "Expert C4 Code-level documentation specialist. Analyzes code\ndirectories to create comprehensive C4 code-level documentation including\nfunction signatures, arguments, dependencies, and code structure. Use when\ndocumenting code at the lowest C4 level for individual directories and code\nmodules.", "category": "architecture", "tags": [ "c4", @@ -5142,14 +5882,21 @@ "code", "level", "documentation", - "analyzes" + "analyzes", + "directories", + "including", + "function", + "signatures", + "arguments", + "dependencies", + "structure" ], "path": "skills/c4-code/SKILL.md" }, { "id": "c4-component", "name": "c4-component", - "description": "Expert C4 Component-level documentation specialist. Synthesizes C4", + "description": "Expert C4 Component-level documentation specialist. Synthesizes C4\nCode-level documentation into Component-level architecture, defining component\nboundaries, interfaces, and relationships. Creates component diagrams and\ndocumentation. Use when synthesizing code-level documentation into logical\ncomponents.", "category": "architecture", "tags": [ "c4", @@ -5160,15 +5907,22 @@ "component", "level", "documentation", - "synthesizes" + "synthesizes", + "code", + "architecture", + "defining", + "boundaries", + "interfaces", + "relationships", + "creates" ], "path": "skills/c4-component/SKILL.md" }, { "id": "c4-container", "name": "c4-container", - "description": "Expert C4 Container-level documentation specialist. Synthesizes", - "category": "architecture", + "description": "Expert C4 Container-level documentation specialist. Synthesizes\nComponent-level documentation into Container-level architecture, mapping\ncomponents to deployment units, documenting container interfaces as APIs, and\ncreating container diagrams. Use when synthesizing components into deployment\ncontainers and documenting system deployment architecture.", + "category": "infrastructure", "tags": [ "c4", "container" @@ -5178,14 +5932,21 @@ "container", "level", "documentation", - "synthesizes" + "synthesizes", + "component", + "architecture", + "mapping", + "components", + "deployment", + "units", + "documenting" ], "path": "skills/c4-container/SKILL.md" }, { "id": "c4-context", "name": "c4-context", - "description": "Expert C4 Context-level documentation specialist. Creates", + "description": "Expert C4 Context-level documentation specialist. Creates\nhigh-level system context diagrams, documents personas, user journeys, system\nfeatures, and external dependencies. Synthesizes container and component\ndocumentation with system documentation to create comprehensive context-level\narchitecture. Use when creating the highest-level C4 system context\ndocumentation.", "category": "architecture", "tags": [ "c4" @@ -5195,7 +5956,14 @@ "context", "level", "documentation", - "creates" + "creates", + "high", + "diagrams", + "documents", + "personas", + "user", + "journeys", + "features" ], "path": "skills/c4-context/SKILL.md" }, @@ -5564,6 +6332,31 @@ ], "path": "skills/changelog-automation/SKILL.md" }, + { + "id": "chrome-extension-developer", + "name": "chrome-extension-developer", + "description": "Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication.", + "category": "infrastructure", + "tags": [ + "chrome", + "extension" + ], + "triggers": [ + "chrome", + "extension", + "developer", + "building", + "extensions", + "manifest", + "v3", + "covers", + "background", + "scripts", + "workers", + "content" + ], + "path": "skills/chrome-extension-developer/SKILL.md" + }, { "id": "cicd-automation-workflow-automate", "name": "cicd-automation-workflow-automate", @@ -5883,8 +6676,8 @@ { "id": "cloud-architect", "name": "cloud-architect", - "description": "Expert cloud architect specializing in AWS/Azure/GCP multi-cloud", - "category": "infrastructure", + "description": "Expert cloud architect specializing in AWS/Azure/GCP multi-cloud\ninfrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost\noptimization, and modern architectural patterns. Masters serverless,\nmicroservices, security, compliance, and disaster recovery. Use PROACTIVELY\nfor cloud architecture, cost optimization, migration planning, or multi-cloud\nstrategies.", + "category": "security", "tags": [ "cloud" ], @@ -5895,7 +6688,12 @@ "aws", "azure", "gcp", - "multi" + "multi", + "infrastructure", + "iac", + "terraform", + "opentofu", + "cdk" ], "path": "skills/cloud-architect/SKILL.md" }, @@ -5949,6 +6747,31 @@ ], "path": "skills/cloud-penetration-testing/SKILL.md" }, + { + "id": "cloudflare-workers-expert", + "name": "cloudflare-workers-expert", + "description": "Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage.", + "category": "general", + "tags": [ + "cloudflare", + "workers" + ], + "triggers": [ + "cloudflare", + "workers", + "edge", + "computing", + "ecosystem", + "covers", + "wrangler", + "kv", + "d1", + "durable", + "objects", + "r2" + ], + "path": "skills/cloudflare-workers-expert/SKILL.md" + }, { "id": "cloudformation-best-practices", "name": "cloudformation-best-practices", @@ -6351,8 +7174,8 @@ { "id": "competitive-landscape", "name": "competitive-landscape", - "description": "This skill should be used when the user asks to \\\"analyze", - "category": "general", + "description": "This skill should be used when the user asks to \\\\\\\"analyze\ncompetitors\", \"assess competitive landscape\", \"identify differentiation\",\n\"evaluate market positioning\", \"apply Porter's Five Forces\", or requests\ncompetitive strategy analysis.", + "category": "business", "tags": [ "competitive", "landscape" @@ -6365,7 +7188,11 @@ "used", "user", "asks", - "analyze" + "analyze", + "competitors", + "assess", + "identify", + "differentiation" ], "path": "skills/competitive-landscape/SKILL.md" }, @@ -6603,7 +7430,7 @@ { "id": "conductor-setup", "name": "conductor-setup", - "description": "Initialize project with Conductor artifacts (product definition,", + "description": "Initialize project with Conductor artifacts (product definition,\ntech stack, workflow, style guides)", "category": "business", "tags": [ "conductor", @@ -6615,7 +7442,11 @@ "initialize", "artifacts", "product", - "definition" + "definition", + "tech", + "stack", + "style", + "guides" ], "path": "skills/conductor-setup/SKILL.md" }, @@ -6642,7 +7473,7 @@ { "id": "conductor-validator", "name": "conductor-validator", - "description": "Validates Conductor project artifacts for completeness,", + "description": "Validates Conductor project artifacts for completeness,\nconsistency, and correctness. Use after setup, when diagnosing issues, or\nbefore implementation to verify project context.", "category": "workflow", "tags": [ "conductor", @@ -6653,7 +7484,14 @@ "validator", "validates", "artifacts", - "completeness" + "completeness", + "consistency", + "correctness", + "after", + "setup", + "diagnosing", + "issues", + "before" ], "path": "skills/conductor-validator/SKILL.md" }, @@ -6709,7 +7547,7 @@ { "id": "content-marketer", "name": "content-marketer", - "description": "Elite content marketing strategist specializing in AI-powered", + "description": "Elite content marketing strategist specializing in AI-powered\ncontent creation, omnichannel distribution, SEO optimization, and data-driven\nperformance marketing. Masters modern content tools, social media automation,\nand conversion optimization with 2024/2025 best practices. Use PROACTIVELY for\ncomprehensive content marketing.", "category": "data-ai", "tags": [ "content", @@ -6723,7 +7561,11 @@ "strategist", "specializing", "ai", - "powered" + "powered", + "creation", + "omnichannel", + "distribution", + "seo" ], "path": "skills/content-marketer/SKILL.md" }, @@ -6769,8 +7611,8 @@ { "id": "context-driven-development", "name": "context-driven-development", - "description": "Use this skill when working with Conductor's context-driven", - "category": "workflow", + "description": "Use this skill when working with Conductor's context-driven\ndevelopment methodology, managing project context artifacts, or understanding\nthe relationship between product.md, tech-stack.md, and workflow.md files.", + "category": "business", "tags": [ "driven" ], @@ -6780,7 +7622,13 @@ "development", "skill", "working", - "conductor" + "conductor", + "methodology", + "managing", + "artifacts", + "understanding", + "relationship", + "between" ], "path": "skills/context-driven-development/SKILL.md" }, @@ -6837,7 +7685,7 @@ { "id": "context-manager", "name": "context-manager", - "description": "Elite AI context engineering specialist mastering dynamic context", + "description": "Elite AI context engineering specialist mastering dynamic context\nmanagement, vector databases, knowledge graphs, and intelligent memory\nsystems. Orchestrates context across multi-agent workflows, enterprise AI\nsystems, and long-running projects with 2024/2025 best practices. Use\nPROACTIVELY for complex AI orchestration.", "category": "data-ai", "tags": [ "manager" @@ -6849,7 +7697,12 @@ "ai", "engineering", "mastering", - "dynamic" + "dynamic", + "vector", + "databases", + "knowledge", + "graphs", + "intelligent" ], "path": "skills/context-manager/SKILL.md" }, @@ -7023,13 +7876,24 @@ { "id": "copywriting", "name": "copywriting", - "description": ">", - "category": "general", + "description": "Use this skill when writing, rewriting, or improving marketing copy for any page (homepage, landing page, pricing, feature, product, or about page). This skill produces clear, compelling, and testable copy while enforcing alignment, honesty, and conversion best practices.", + "category": "business", "tags": [ "copywriting" ], "triggers": [ - "copywriting" + "copywriting", + "skill", + "writing", + "rewriting", + "improving", + "marketing", + "copy", + "any", + "page", + "homepage", + "landing", + "pricing" ], "path": "skills/copywriting/SKILL.md" }, @@ -7082,8 +7946,8 @@ { "id": "cpp-pro", "name": "cpp-pro", - "description": "Write idiomatic C++ code with modern features, RAII, smart", - "category": "general", + "description": "Write idiomatic C++ code with modern features, RAII, smart\npointers, and STL algorithms. Handles templates, move semantics, and\nperformance optimization. Use PROACTIVELY for C++ refactoring, memory safety,\nor complex C++ patterns.", + "category": "architecture", "tags": [ "cpp" ], @@ -7095,7 +7959,11 @@ "code", "features", "raii", - "smart" + "smart", + "pointers", + "stl", + "algorithms", + "move" ], "path": "skills/cpp-pro/SKILL.md" }, @@ -7175,8 +8043,8 @@ { "id": "crypto-bd-agent", "name": "crypto-bd-agent", - "description": ">", - "category": "general", + "description": "Autonomous crypto business development patterns — multi-chain token discovery, 100-point scoring with wallet forensics, x402 micropayments, ERC-8004 on-chain identity, LLM cascade routing, and pipeline automation for CEX/DEX listing acquisition. Use when building AI agents for crypto BD, token evaluation, exchange listing outreach, or autonomous commerce with payment protocols.", + "category": "security", "tags": [ "crypto", "business-development", @@ -7199,14 +8067,15 @@ "ethereum", "wallet-forensics", "bd", - "agent" + "agent", + "autonomous" ], "path": "skills/crypto-bd-agent/SKILL.md" }, { "id": "csharp-pro", "name": "csharp-pro", - "description": "Write modern C# code with advanced features like records, pattern", + "description": "Write modern C# code with advanced features like records, pattern\nmatching, and async/await. Optimizes .NET applications, implements enterprise\npatterns, and ensures comprehensive testing. Use PROACTIVELY for C#\nrefactoring, performance optimization, or complex .NET solutions.", "category": "development", "tags": [ "csharp" @@ -7218,7 +8087,12 @@ "code", "features", "like", - "records" + "records", + "matching", + "async", + "await", + "optimizes", + "net" ], "path": "skills/csharp-pro/SKILL.md" }, @@ -7242,7 +8116,7 @@ { "id": "customer-support", "name": "customer-support", - "description": "Elite AI-powered customer support specialist mastering", + "description": "Elite AI-powered customer support specialist mastering\nconversational AI, automated ticketing, sentiment analysis, and omnichannel\nsupport experiences. Integrates modern support tools, chatbot platforms, and\nCX optimization with 2024/2025 best practices. Use PROACTIVELY for\ncomprehensive customer experience management.", "category": "data-ai", "tags": [ "customer", @@ -7254,7 +8128,13 @@ "elite", "ai", "powered", - "mastering" + "mastering", + "conversational", + "automated", + "ticketing", + "sentiment", + "analysis", + "omnichannel" ], "path": "skills/customer-support/SKILL.md" }, @@ -7313,8 +8193,8 @@ { "id": "data-engineer", "name": "data-engineer", - "description": "Build scalable data pipelines, modern data warehouses, and", - "category": "data-ai", + "description": "Build scalable data pipelines, modern data warehouses, and\nreal-time streaming architectures. Implements Apache Spark, dbt, Airflow, and\ncloud-native data platforms. Use PROACTIVELY for data pipeline design,\nanalytics infrastructure, or modern data stack implementation.", + "category": "infrastructure", "tags": [ "data" ], @@ -7323,7 +8203,14 @@ "engineer", "scalable", "pipelines", - "warehouses" + "warehouses", + "real", + "time", + "streaming", + "architectures", + "implements", + "apache", + "spark" ], "path": "skills/data-engineer/SKILL.md" }, @@ -7408,7 +8295,7 @@ { "id": "data-scientist", "name": "data-scientist", - "description": "Expert data scientist for advanced analytics, machine learning, and", + "description": "Expert data scientist for advanced analytics, machine learning, and\nstatistical modeling. Handles complex data analysis, predictive modeling, and\nbusiness intelligence. Use PROACTIVELY for data analysis tasks, ML modeling,\nstatistical analysis, and data-driven insights.", "category": "data-ai", "tags": [ "data", @@ -7419,7 +8306,14 @@ "scientist", "analytics", "machine", - "learning" + "learning", + "statistical", + "modeling", + "complex", + "analysis", + "predictive", + "business", + "intelligence" ], "path": "skills/data-scientist/SKILL.md" }, @@ -7499,8 +8393,8 @@ { "id": "database-admin", "name": "database-admin", - "description": "Expert database administrator specializing in modern cloud", - "category": "infrastructure", + "description": "Expert database administrator specializing in modern cloud\ndatabases, automation, and reliability engineering. Masters AWS/Azure/GCP\ndatabase services, Infrastructure as Code, high availability, disaster\nrecovery, performance optimization, and compliance. Handles multi-cloud\nstrategies, container databases, and cost optimization. Use PROACTIVELY for\ndatabase architecture, operations, or reliability engineering.", + "category": "security", "tags": [ "database", "admin" @@ -7510,14 +8404,21 @@ "admin", "administrator", "specializing", - "cloud" + "cloud", + "databases", + "automation", + "reliability", + "engineering", + "masters", + "aws", + "azure" ], "path": "skills/database-admin/SKILL.md" }, { "id": "database-architect", "name": "database-architect", - "description": "Expert database architect specializing in data layer design from", + "description": "Expert database architect specializing in data layer design from\nscratch, technology selection, schema modeling, and scalable database\narchitectures. Masters SQL/NoSQL/TimeSeries database selection, normalization\nstrategies, migration planning, and performance-first design. Handles both\ngreenfield architectures and re-architecture of existing systems. Use\nPROACTIVELY for database architecture, technology selection, or data modeling\ndecisions.", "category": "data-ai", "tags": [ "database" @@ -7527,7 +8428,14 @@ "architect", "specializing", "data", - "layer" + "layer", + "scratch", + "technology", + "selection", + "schema", + "modeling", + "scalable", + "architectures" ], "path": "skills/database-architect/SKILL.md" }, @@ -7664,8 +8572,8 @@ { "id": "database-optimizer", "name": "database-optimizer", - "description": "Expert database optimizer specializing in modern performance", - "category": "data-ai", + "description": "Expert database optimizer specializing in modern performance\ntuning, query optimization, and scalable architectures. Masters advanced\nindexing, N+1 resolution, multi-tier caching, partitioning strategies, and\ncloud database optimization. Handles complex query analysis, migration\nstrategies, and performance monitoring. Use PROACTIVELY for database\noptimization, performance issues, or scalability challenges.", + "category": "infrastructure", "tags": [ "database", "optimizer" @@ -7674,7 +8582,15 @@ "database", "optimizer", "specializing", - "performance" + "performance", + "tuning", + "query", + "optimization", + "scalable", + "architectures", + "masters", + "indexing", + "resolution" ], "path": "skills/database-optimizer/SKILL.md" }, @@ -7887,7 +8803,7 @@ { "id": "debugger", "name": "debugger", - "description": "Debugging specialist for errors, test failures, and unexpected", + "description": "Debugging specialist for errors, test failures, and unexpected\nbehavior. Use proactively when encountering any issues.", "category": "testing", "tags": [ "debugger" @@ -7898,7 +8814,12 @@ "errors", "test", "failures", - "unexpected" + "unexpected", + "behavior", + "proactively", + "encountering", + "any", + "issues" ], "path": "skills/debugger/SKILL.md" }, @@ -8049,8 +8970,8 @@ { "id": "deployment-engineer", "name": "deployment-engineer", - "description": "Expert deployment engineer specializing in modern CI/CD pipelines,", - "category": "infrastructure", + "description": "Expert deployment engineer specializing in modern CI/CD pipelines,\nGitOps workflows, and advanced deployment automation. Masters GitHub Actions,\nArgoCD/Flux, progressive delivery, container security, and platform\nengineering. Handles zero-downtime deployments, security scanning, and\ndeveloper experience optimization. Use PROACTIVELY for CI/CD design, GitOps\nimplementation, or deployment automation.", + "category": "security", "tags": [ "deployment" ], @@ -8060,7 +8981,13 @@ "specializing", "ci", "cd", - "pipelines" + "pipelines", + "gitops", + "automation", + "masters", + "github", + "actions", + "argocd" ], "path": "skills/deployment-engineer/SKILL.md" }, @@ -8204,7 +9131,7 @@ { "id": "devops-troubleshooter", "name": "devops-troubleshooter", - "description": "Expert DevOps troubleshooter specializing in rapid incident", + "description": "Expert DevOps troubleshooter specializing in rapid incident\nresponse, advanced debugging, and modern observability. Masters log analysis,\ndistributed tracing, Kubernetes debugging, performance optimization, and root\ncause analysis. Handles production outages, system reliability, and preventive\nmonitoring. Use PROACTIVELY for debugging, incident response, or system\ntroubleshooting.", "category": "security", "tags": [ "devops", @@ -8215,7 +9142,14 @@ "troubleshooter", "specializing", "rapid", - "incident" + "incident", + "response", + "debugging", + "observability", + "masters", + "log", + "analysis", + "distributed" ], "path": "skills/devops-troubleshooter/SKILL.md" }, @@ -8349,8 +9283,8 @@ { "id": "django-pro", "name": "django-pro", - "description": "Master Django 5.x with async views, DRF, Celery, and Django", - "category": "development", + "description": "Master Django 5.x with async views, DRF, Celery, and Django\nChannels. Build scalable web applications with proper architecture, testing,\nand deployment. Use PROACTIVELY for Django development, ORM optimization, or\ncomplex Django patterns.", + "category": "infrastructure", "tags": [ "django" ], @@ -8360,7 +9294,13 @@ "async", "views", "drf", - "celery" + "celery", + "channels", + "scalable", + "web", + "applications", + "proper", + "architecture" ], "path": "skills/django-pro/SKILL.md" }, @@ -8416,8 +9356,8 @@ { "id": "docs-architect", "name": "docs-architect", - "description": "Creates comprehensive technical documentation from existing", - "category": "general", + "description": "Creates comprehensive technical documentation from existing\ncodebases. Analyzes architecture, design patterns, and implementation details\nto produce long-form technical manuals and ebooks. Use PROACTIVELY for system\ndocumentation, architecture guides, or technical deep-dives.", + "category": "architecture", "tags": [ "docs" ], @@ -8427,7 +9367,13 @@ "creates", "technical", "documentation", - "existing" + "existing", + "codebases", + "analyzes", + "architecture", + "details", + "produce", + "long" ], "path": "skills/docs-architect/SKILL.md" }, @@ -8583,7 +9529,7 @@ { "id": "dotnet-architect", "name": "dotnet-architect", - "description": "Expert .NET backend architect specializing in C#, ASP.NET Core,", + "description": "Expert .NET backend architect specializing in C#, ASP.NET Core,\nEntity Framework, Dapper, and enterprise application patterns. Masters\nasync/await, dependency injection, caching strategies, and performance\noptimization. Use PROACTIVELY for .NET API development, code review, or\narchitecture decisions.", "category": "development", "tags": [ "dotnet" @@ -8595,7 +9541,12 @@ "backend", "specializing", "asp", - "core" + "core", + "entity", + "framework", + "dapper", + "enterprise", + "application" ], "path": "skills/dotnet-architect/SKILL.md" }, @@ -8674,7 +9625,7 @@ { "id": "dx-optimizer", "name": "dx-optimizer", - "description": "Developer Experience specialist. Improves tooling, setup, and", + "description": "Developer Experience specialist. Improves tooling, setup, and\nworkflows. Use PROACTIVELY when setting up new projects, after team feedback,\nor when development friction is noticed.", "category": "general", "tags": [ "dx", @@ -8687,7 +9638,12 @@ "experience", "improves", "tooling", - "setup" + "setup", + "proactively", + "setting", + "up", + "new", + "after" ], "path": "skills/dx-optimizer/SKILL.md" }, @@ -8741,7 +9697,7 @@ { "id": "elixir-pro", "name": "elixir-pro", - "description": "Write idiomatic Elixir code with OTP patterns, supervision trees,", + "description": "Write idiomatic Elixir code with OTP patterns, supervision trees,\nand Phoenix LiveView. Masters concurrency, fault tolerance, and distributed\nsystems. Use PROACTIVELY for Elixir refactoring, OTP design, or complex BEAM\noptimizations.", "category": "architecture", "tags": [ "elixir" @@ -8754,7 +9710,11 @@ "code", "otp", "supervision", - "trees" + "trees", + "phoenix", + "liveview", + "masters", + "concurrency" ], "path": "skills/elixir-pro/SKILL.md" }, @@ -8980,7 +9940,7 @@ { "id": "error-detective", "name": "error-detective", - "description": "Search logs and codebases for error patterns, stack traces, and", + "description": "Search logs and codebases for error patterns, stack traces, and\nanomalies. Correlates errors across systems and identifies root causes. Use\nPROACTIVELY when debugging issues, analyzing logs, or investigating production\nerrors.", "category": "architecture", "tags": [ "error", @@ -8993,7 +9953,12 @@ "logs", "codebases", "stack", - "traces" + "traces", + "anomalies", + "correlates", + "errors", + "identifies", + "root" ], "path": "skills/error-detective/SKILL.md" }, @@ -9367,7 +10332,7 @@ { "id": "fastapi-pro", "name": "fastapi-pro", - "description": "Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and", + "description": "Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and\nPydantic V2. Master microservices, WebSockets, and modern Python async\npatterns. Use PROACTIVELY for FastAPI development, async optimization, or API\narchitecture.", "category": "development", "tags": [ "fastapi" @@ -9379,7 +10344,12 @@ "performance", "async", "apis", - "sqlalchemy" + "sqlalchemy", + "pydantic", + "v2", + "microservices", + "websockets", + "python" ], "path": "skills/fastapi-pro/SKILL.md" }, @@ -9654,8 +10624,8 @@ { "id": "firmware-analyst", "name": "firmware-analyst", - "description": "Expert firmware analyst specializing in embedded systems, IoT", - "category": "general", + "description": "Expert firmware analyst specializing in embedded systems, IoT\nsecurity, and hardware reverse engineering. Masters firmware extraction,\nanalysis, and vulnerability research for routers, IoT devices, automotive\nsystems, and industrial controllers. Use PROACTIVELY for firmware security\naudits, IoT penetration testing, or embedded systems research.", + "category": "security", "tags": [ "firmware", "analyst" @@ -9665,7 +10635,14 @@ "analyst", "specializing", "embedded", - "iot" + "iot", + "security", + "hardware", + "reverse", + "engineering", + "masters", + "extraction", + "analysis" ], "path": "skills/firmware-analyst/SKILL.md" }, @@ -9694,8 +10671,8 @@ { "id": "flutter-expert", "name": "flutter-expert", - "description": "Master Flutter development with Dart 3, advanced widgets, and", - "category": "development", + "description": "Master Flutter development with Dart 3, advanced widgets, and\nmulti-platform deployment. Handles state management, animations, testing, and\nperformance optimization for mobile, web, desktop, and embedded platforms. Use\nPROACTIVELY for Flutter architecture, UI implementation, or cross-platform\nfeatures.", + "category": "infrastructure", "tags": [ "flutter" ], @@ -9703,22 +10680,40 @@ "flutter", "development", "dart", - "widgets" + "widgets", + "multi", + "platform", + "deployment", + "state", + "animations", + "testing", + "performance", + "optimization" ], "path": "skills/flutter-expert/SKILL.md" }, { "id": "form-cro", "name": "form-cro", - "description": ">", - "category": "general", + "description": "Optimize any form that is NOT signup or account registration — including lead capture, contact, demo request, application, survey, quote, and checkout forms. Use when the goal is to increase form completion rate, reduce friction, or improve lead quality without breaking compliance or downstream workflows.", + "category": "security", "tags": [ "form", "cro" ], "triggers": [ "form", - "cro" + "cro", + "optimize", + "any", + "signup", + "account", + "registration", + "including", + "lead", + "capture", + "contact", + "demo" ], "path": "skills/form-cro/SKILL.md" }, @@ -10006,7 +11001,7 @@ { "id": "frontend-developer", "name": "frontend-developer", - "description": "Build React components, implement responsive layouts, and handle", + "description": "Build React components, implement responsive layouts, and handle\nclient-side state management. Masters React 19, Next.js 15, and modern\nfrontend architecture. Optimizes performance and ensures accessibility. Use\nPROACTIVELY when creating UI components or fixing frontend issues.", "category": "development", "tags": [ "frontend" @@ -10018,7 +11013,12 @@ "components", "responsive", "layouts", - "handle" + "handle", + "client", + "side", + "state", + "masters", + "19" ], "path": "skills/frontend-developer/SKILL.md" }, @@ -10079,7 +11079,7 @@ { "id": "frontend-security-coder", "name": "frontend-security-coder", - "description": "Expert in secure frontend coding practices specializing in XSS", + "description": "Expert in secure frontend coding practices specializing in XSS\nprevention, output sanitization, and client-side security patterns. Use\nPROACTIVELY for frontend security implementations or client-side security code\nreviews.", "category": "security", "tags": [ "frontend", @@ -10093,7 +11093,12 @@ "secure", "coding", "specializing", - "xss" + "xss", + "prevention", + "output", + "sanitization", + "client", + "side" ], "path": "skills/frontend-security-coder/SKILL.md" }, @@ -10975,7 +11980,7 @@ { "id": "golang-pro", "name": "golang-pro", - "description": "Master Go 1.21+ with modern patterns, advanced concurrency,", + "description": "Master Go 1.21+ with modern patterns, advanced concurrency,\nperformance optimization, and production-ready microservices. Expert in the\nlatest Go ecosystem including generics, workspaces, and cutting-edge\nframeworks. Use PROACTIVELY for Go development, architecture design, or\nperformance optimization.", "category": "development", "tags": [ "golang" @@ -10985,7 +11990,14 @@ "pro", "go", "21", - "concurrency" + "concurrency", + "performance", + "optimization", + "microservices", + "latest", + "ecosystem", + "including", + "generics" ], "path": "skills/golang-pro/SKILL.md" }, @@ -11140,8 +12152,8 @@ { "id": "graphql-architect", "name": "graphql-architect", - "description": "Master modern GraphQL with federation, performance optimization,", - "category": "general", + "description": "Master modern GraphQL with federation, performance optimization,\nand enterprise security. Build scalable schemas, implement advanced caching,\nand design real-time systems. Use PROACTIVELY for GraphQL architecture or\nperformance optimization.", + "category": "security", "tags": [ "graphql" ], @@ -11150,7 +12162,14 @@ "architect", "federation", "performance", - "optimization" + "optimization", + "enterprise", + "security", + "scalable", + "schemas", + "caching", + "real", + "time" ], "path": "skills/graphql-architect/SKILL.md" }, @@ -11255,8 +12274,8 @@ { "id": "hig-components-content", "name": "hig-components-content", - "description": ">", - "category": "general", + "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", @@ -11265,14 +12284,23 @@ "triggers": [ "hig", "components", - "content" + "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": ">-", + "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", @@ -11282,15 +12310,24 @@ "triggers": [ "hig", "components", - "controls" + "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": ">-", - "category": "general", + "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", @@ -11299,15 +12336,24 @@ "triggers": [ "hig", "components", - "dialogs" + "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": ">", - "category": "general", + "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", @@ -11316,14 +12362,23 @@ "triggers": [ "hig", "components", - "layout" + "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": ">-", + "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", @@ -11333,15 +12388,24 @@ "triggers": [ "hig", "components", - "menus" + "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": ">-", - "category": "general", + "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", @@ -11350,15 +12414,24 @@ "triggers": [ "hig", "components", - "search" + "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": ">", - "category": "general", + "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", @@ -11367,109 +12440,189 @@ "triggers": [ "hig", "components", - "status" + "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": ">", - "category": "general", + "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" + "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": ">", - "category": "general", + "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" + "foundations", + "apple", + "human", + "interface", + "guidelines", + "skill", + "user", + "asks", + "about", + "color", + "typography" ], "path": "skills/hig-foundations/SKILL.md" }, { "id": "hig-inputs", "name": "hig-inputs", - "description": ">", - "category": "general", + "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" + "inputs", + "apple", + "guidance", + "input", + "methods", + "interaction", + "gestures", + "pencil", + "keyboards", + "game", + "controllers" ], "path": "skills/hig-inputs/SKILL.md" }, { "id": "hig-patterns", "name": "hig-patterns", - "description": ">", - "category": "architecture", + "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" + "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": ">", - "category": "general", + "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" + "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": ">-", + "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" + "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": ">", - "category": "general", + "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" + "technologies", + "apple", + "guidance", + "technology", + "integrations", + "siri", + "pay", + "healthkit", + "homekit", + "arkit", + "machine" ], "path": "skills/hig-technologies/SKILL.md" }, @@ -11502,7 +12655,7 @@ { "id": "hr-pro", "name": "hr-pro", - "description": "Professional, ethical HR partner for hiring,", + "description": "Professional, ethical HR partner for hiring,\nonboarding/offboarding, PTO and leave, performance, compliant policies, and\nemployee relations. Ask for jurisdiction and company context before advising;\nproduce structured, bias-mitigated, lawful templates.", "category": "business", "tags": [ "hr" @@ -11513,7 +12666,13 @@ "professional", "ethical", "partner", - "hiring" + "hiring", + "onboarding", + "offboarding", + "pto", + "leave", + "performance", + "compliant" ], "path": "skills/hr-pro/SKILL.md" }, @@ -11646,8 +12805,8 @@ { "id": "hybrid-cloud-architect", "name": "hybrid-cloud-architect", - "description": "Expert hybrid cloud architect specializing in complex multi-cloud", - "category": "infrastructure", + "description": "Expert hybrid cloud architect specializing in complex multi-cloud\nsolutions across AWS/Azure/GCP and private clouds (OpenStack/VMware). Masters\nhybrid connectivity, workload placement optimization, edge computing, and\ncross-cloud automation. Handles compliance, cost optimization, disaster\nrecovery, and migration strategies. Use PROACTIVELY for hybrid architecture,\nmulti-cloud strategy, or complex infrastructure integration.", + "category": "security", "tags": [ "hybrid", "cloud" @@ -11658,7 +12817,13 @@ "architect", "specializing", "complex", - "multi" + "multi", + "solutions", + "aws", + "azure", + "gcp", + "private", + "clouds" ], "path": "skills/hybrid-cloud-architect/SKILL.md" }, @@ -11764,7 +12929,7 @@ { "id": "imagen", "name": "imagen", - "description": "|", + "description": "", "category": "general", "tags": [ "imagen" @@ -11777,7 +12942,7 @@ { "id": "incident-responder", "name": "incident-responder", - "description": "Expert SRE incident responder specializing in rapid problem", + "description": "Expert SRE incident responder specializing in rapid problem\nresolution, modern observability, and comprehensive incident management.\nMasters incident command, blameless post-mortems, error budget management, and\nsystem reliability patterns. Handles critical outages, communication\nstrategies, and continuous improvement. Use IMMEDIATELY for production\nincidents or SRE practices.", "category": "security", "tags": [ "incident", @@ -11789,7 +12954,13 @@ "sre", "specializing", "rapid", - "problem" + "problem", + "resolution", + "observability", + "masters", + "command", + "blameless", + "post" ], "path": "skills/incident-responder/SKILL.md" }, @@ -12063,8 +13234,8 @@ { "id": "ios-developer", "name": "ios-developer", - "description": "Develop native iOS applications with Swift/SwiftUI. Masters iOS 18,", - "category": "development", + "description": "Develop native iOS applications with Swift/SwiftUI. Masters iOS 18,\nSwiftUI, UIKit integration, Core Data, networking, and App Store optimization.\nUse PROACTIVELY for iOS-specific features, App Store optimization, or native\niOS development.", + "category": "data-ai", "tags": [ "ios" ], @@ -12077,7 +13248,10 @@ "swift", "swiftui", "masters", - "18" + "18", + "uikit", + "integration", + "core" ], "path": "skills/ios-developer/SKILL.md" }, @@ -12134,8 +13308,8 @@ { "id": "java-pro", "name": "java-pro", - "description": "Master Java 21+ with modern features like virtual threads, pattern", - "category": "development", + "description": "Master Java 21+ with modern features like virtual threads, pattern\nmatching, and Spring Boot 3.x. Expert in the latest Java ecosystem including\nGraalVM, Project Loom, and cloud-native patterns. Use PROACTIVELY for Java\ndevelopment, microservices architecture, or performance optimization.", + "category": "infrastructure", "tags": [ "java" ], @@ -12146,7 +13320,12 @@ "features", "like", "virtual", - "threads" + "threads", + "matching", + "spring", + "boot", + "latest", + "ecosystem" ], "path": "skills/java-pro/SKILL.md" }, @@ -12178,7 +13357,7 @@ { "id": "javascript-pro", "name": "javascript-pro", - "description": "Master modern JavaScript with ES6+, async patterns, and Node.js", + "description": "Master modern JavaScript with ES6+, async patterns, and Node.js\nAPIs. Handles promises, event loops, and browser/Node compatibility. Use\nPROACTIVELY for JavaScript optimization, async debugging, or complex JS\npatterns.", "category": "development", "tags": [ "javascript" @@ -12189,7 +13368,13 @@ "es6", "async", "node", - "js" + "js", + "apis", + "promises", + "event", + "loops", + "browser", + "compatibility" ], "path": "skills/javascript-pro/SKILL.md" }, @@ -12269,8 +13454,8 @@ { "id": "julia-pro", "name": "julia-pro", - "description": "Master Julia 1.10+ with modern features, performance optimization,", - "category": "general", + "description": "Master Julia 1.10+ with modern features, performance optimization,\nmultiple dispatch, and production-ready practices. Expert in the Julia\necosystem including package management, scientific computing, and\nhigh-performance numerical code. Use PROACTIVELY for Julia development,\noptimization, or advanced Julia patterns.", + "category": "architecture", "tags": [ "julia" ], @@ -12280,7 +13465,13 @@ "10", "features", "performance", - "optimization" + "optimization", + "multiple", + "dispatch", + "ecosystem", + "including", + "package", + "scientific" ], "path": "skills/julia-pro/SKILL.md" }, @@ -12434,8 +13625,8 @@ { "id": "kubernetes-architect", "name": "kubernetes-architect", - "description": "Expert Kubernetes architect specializing in cloud-native", - "category": "infrastructure", + "description": "Expert Kubernetes architect specializing in cloud-native\ninfrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise\ncontainer orchestration. Masters EKS/AKS/GKE, service mesh (Istio/Linkerd),\nprogressive delivery, multi-tenancy, and platform engineering. Handles\nsecurity, observability, cost optimization, and developer experience. Use\nPROACTIVELY for K8s architecture, GitOps implementation, or cloud-native\nplatform design.", + "category": "security", "tags": [ "kubernetes" ], @@ -12444,7 +13635,14 @@ "architect", "specializing", "cloud", - "native" + "native", + "infrastructure", + "gitops", + "argocd", + "flux", + "enterprise", + "container", + "orchestration" ], "path": "skills/kubernetes-architect/SKILL.md" }, @@ -12644,7 +13842,7 @@ { "id": "legacy-modernizer", "name": "legacy-modernizer", - "description": "Refactor legacy codebases, migrate outdated frameworks, and", + "description": "Refactor legacy codebases, migrate outdated frameworks, and\nimplement gradual modernization. Handles technical debt, dependency updates,\nand backward compatibility. Use PROACTIVELY for legacy system updates,\nframework migrations, or technical debt reduction.", "category": "general", "tags": [ "legacy", @@ -12657,14 +13855,19 @@ "codebases", "migrate", "outdated", - "frameworks" + "frameworks", + "gradual", + "modernization", + "technical", + "debt", + "dependency" ], "path": "skills/legacy-modernizer/SKILL.md" }, { "id": "legal-advisor", "name": "legal-advisor", - "description": "Draft privacy policies, terms of service, disclaimers, and legal", + "description": "Draft privacy policies, terms of service, disclaimers, and legal\nnotices. Creates GDPR-compliant texts, cookie policies, and data processing\nagreements. Use PROACTIVELY for legal documentation, compliance texts, or\nregulatory requirements.", "category": "security", "tags": [ "legal", @@ -12677,7 +13880,12 @@ "privacy", "policies", "terms", - "disclaimers" + "disclaimers", + "notices", + "creates", + "gdpr", + "compliant", + "texts" ], "path": "skills/legal-advisor/SKILL.md" }, @@ -13196,8 +14404,8 @@ { "id": "m365-agents-dotnet", "name": "m365-agents-dotnet", - "description": "|", - "category": "development", + "description": "Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth. Triggers: \"Microsoft 365 Agents SDK\", \"Microsoft.Agents\", \"AddAgentApplicationOptions\", \"AgentApplication\", \"AddAgentAspNetAuthentication\", \"Copilot Studio client\", \"IAgentHttpAdapter\".", + "category": "security", "tags": [ "m365", "agents", @@ -13206,15 +14414,24 @@ "triggers": [ "m365", "agents", - "dotnet" + "dotnet", + "microsoft", + "365", + "sdk", + "net", + "multichannel", + "teams", + "copilot", + "studio", + "asp" ], "path": "skills/m365-agents-dotnet/SKILL.md" }, { "id": "m365-agents-py", "name": "m365-agents-py", - "description": "|", - "category": "general", + "description": "Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based auth. Triggers: \"Microsoft 365 Agents SDK\", \"microsoft_agents\", \"AgentApplication\", \"start_agent_process\", \"TurnContext\", \"Copilot Studio client\", \"CloudAdapter\".", + "category": "security", "tags": [ "m365", "agents", @@ -13223,15 +14440,24 @@ "triggers": [ "m365", "agents", - "py" + "py", + "microsoft", + "365", + "sdk", + "python", + "multichannel", + "teams", + "copilot", + "studio", + "aiohttp" ], "path": "skills/m365-agents-py/SKILL.md" }, { "id": "m365-agents-ts", "name": "m365-agents-ts", - "description": "|", - "category": "general", + "description": "Microsoft 365 Agents SDK for TypeScript/Node.js. Build multichannel agents for Teams/M365/Copilot Studio with AgentApplication routing, Express hosting, streaming responses, and Copilot Studio client integration. Triggers: \"Microsoft 365 Agents SDK\", \"@microsoft/agents-hosting\", \"AgentApplication\", \"startServer\", \"streamingResponse\", \"Copilot Studio client\", \"@microsoft/agents-copilotstudio-client\".", + "category": "development", "tags": [ "m365", "agents", @@ -13240,7 +14466,16 @@ "triggers": [ "m365", "agents", - "ts" + "ts", + "microsoft", + "365", + "sdk", + "typescript", + "node", + "js", + "multichannel", + "teams", + "copilot" ], "path": "skills/m365-agents-ts/SKILL.md" }, @@ -13341,7 +14576,7 @@ { "id": "malware-analyst", "name": "malware-analyst", - "description": "Expert malware analyst specializing in defensive malware research,", + "description": "Expert malware analyst specializing in defensive malware research,\nthreat intelligence, and incident response. Masters sandbox analysis,\nbehavioral analysis, and malware family identification. Handles static/dynamic\nanalysis, unpacking, and IOC extraction. Use PROACTIVELY for malware triage,\nthreat hunting, incident response, or security research.", "category": "security", "tags": [ "malware", @@ -13352,7 +14587,14 @@ "analyst", "specializing", "defensive", - "research" + "research", + "threat", + "intelligence", + "incident", + "response", + "masters", + "sandbox", + "analysis" ], "path": "skills/malware-analyst/SKILL.md" }, @@ -13383,7 +14625,7 @@ { "id": "market-sizing-analysis", "name": "market-sizing-analysis", - "description": "This skill should be used when the user asks to \\\"calculate TAM\\\",", + "description": "This skill should be used when the user asks to \\\\\\\"calculate TAM\\\\\\\",\n\"determine SAM\", \"estimate SOM\", \"size the market\", \"calculate market\nopportunity\", \"what's the total addressable market\", or requests market sizing\nanalysis for a startup or business opportunity.", "category": "business", "tags": [ "market", @@ -13399,7 +14641,9 @@ "user", "asks", "calculate", - "tam" + "tam", + "determine", + "sam" ], "path": "skills/market-sizing-analysis/SKILL.md" }, @@ -13574,8 +14818,8 @@ { "id": "mermaid-expert", "name": "mermaid-expert", - "description": "Create Mermaid diagrams for flowcharts, sequences, ERDs, and", - "category": "general", + "description": "Create Mermaid diagrams for flowcharts, sequences, ERDs, and\narchitectures. Masters syntax for all diagram types and styling. Use\nPROACTIVELY for visual documentation, system diagrams, or process flows.", + "category": "workflow", "tags": [ "mermaid" ], @@ -13584,7 +14828,14 @@ "diagrams", "flowcharts", "sequences", - "erds" + "erds", + "architectures", + "masters", + "syntax", + "all", + "diagram", + "types", + "styling" ], "path": "skills/mermaid-expert/SKILL.md" }, @@ -13666,7 +14917,7 @@ { "id": "microsoft-azure-webjobs-extensions-authentication-events-dotnet", "name": "microsoft-azure-webjobs-extensions-authentication-events-dotnet", - "description": "|", + "description": "Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions. Use for token enrichment, custom claims, attribute collection, and OTP customization in Entra ID. Triggers: \"Authentication Events\", \"WebJobsAuthenticationEventsTrigger\", \"OnTokenIssuanceStart\", \"OnAttributeCollectionStart\", \"custom claims\", \"token enrichment\", \"Entra custom extension\", \"authentication extension\".", "category": "development", "tags": [ "microsoft", @@ -13684,7 +14935,12 @@ "extensions", "authentication", "events", - "dotnet" + "dotnet", + "entra", + "sdk", + "net", + "functions", + "triggers" ], "path": "skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md" }, @@ -13716,8 +14972,8 @@ { "id": "minecraft-bukkit-pro", "name": "minecraft-bukkit-pro", - "description": "Master Minecraft server plugin development with Bukkit, Spigot, and", - "category": "general", + "description": "Master Minecraft server plugin development with Bukkit, Spigot, and\nPaper APIs. Specializes in event-driven architecture, command systems, world\nmanipulation, player management, and performance optimization. Use PROACTIVELY\nfor plugin architecture, gameplay mechanics, server-side features, or\ncross-version compatibility.", + "category": "architecture", "tags": [ "minecraft", "bukkit" @@ -13729,7 +14985,12 @@ "server", "plugin", "development", - "spigot" + "spigot", + "paper", + "apis", + "specializes", + "event", + "driven" ], "path": "skills/minecraft-bukkit-pro/SKILL.md" }, @@ -13784,8 +15045,8 @@ { "id": "ml-engineer", "name": "ml-engineer", - "description": "Build production ML systems with PyTorch 2.x, TensorFlow, and", - "category": "data-ai", + "description": "Build production ML systems with PyTorch 2.x, TensorFlow, and\nmodern ML frameworks. Implements model serving, feature engineering, A/B\ntesting, and monitoring. Use PROACTIVELY for ML model deployment, inference\noptimization, or production ML infrastructure.", + "category": "infrastructure", "tags": [ "ml" ], @@ -13793,7 +15054,15 @@ "ml", "engineer", "pytorch", - "tensorflow" + "tensorflow", + "frameworks", + "implements", + "model", + "serving", + "feature", + "engineering", + "testing", + "monitoring" ], "path": "skills/ml-engineer/SKILL.md" }, @@ -13825,8 +15094,8 @@ { "id": "mlops-engineer", "name": "mlops-engineer", - "description": "Build comprehensive ML pipelines, experiment tracking, and model", - "category": "data-ai", + "description": "Build comprehensive ML pipelines, experiment tracking, and model\nregistries with MLflow, Kubeflow, and modern MLOps tools. Implements automated\ntraining, deployment, and monitoring across cloud platforms. Use PROACTIVELY\nfor ML infrastructure, experiment management, or pipeline automation.", + "category": "infrastructure", "tags": [ "mlops" ], @@ -13837,7 +15106,12 @@ "pipelines", "experiment", "tracking", - "model" + "model", + "registries", + "mlflow", + "kubeflow", + "implements", + "automated" ], "path": "skills/mlops-engineer/SKILL.md" }, @@ -13868,7 +15142,7 @@ { "id": "mobile-developer", "name": "mobile-developer", - "description": "Develop React Native, Flutter, or native mobile apps with modern", + "description": "Develop React Native, Flutter, or native mobile apps with modern\narchitecture patterns. Masters cross-platform development, native\nintegrations, offline sync, and app store optimization. Use PROACTIVELY for\nmobile features, cross-platform code, or app optimization.", "category": "development", "tags": [ "mobile" @@ -13880,14 +15154,19 @@ "react", "native", "flutter", - "apps" + "apps", + "architecture", + "masters", + "cross", + "platform", + "development" ], "path": "skills/mobile-developer/SKILL.md" }, { "id": "mobile-security-coder", "name": "mobile-security-coder", - "description": "Expert in secure mobile coding practices specializing in input", + "description": "Expert in secure mobile coding practices specializing in input\nvalidation, WebView security, and mobile-specific security patterns. Use\nPROACTIVELY for mobile security implementations or mobile security code\nreviews.", "category": "security", "tags": [ "mobile", @@ -13901,7 +15180,12 @@ "secure", "coding", "specializing", - "input" + "input", + "validation", + "webview", + "specific", + "proactively", + "implementations" ], "path": "skills/mobile-security-coder/SKILL.md" }, @@ -14378,8 +15662,8 @@ { "id": "network-engineer", "name": "network-engineer", - "description": "Expert network engineer specializing in modern cloud networking,", - "category": "infrastructure", + "description": "Expert network engineer specializing in modern cloud networking,\nsecurity architectures, and performance optimization. Masters multi-cloud\nconnectivity, service mesh, zero-trust networking, SSL/TLS, global load\nbalancing, and advanced troubleshooting. Handles CDN optimization, network\nautomation, and compliance. Use PROACTIVELY for network design, connectivity\nissues, or performance optimization.", + "category": "security", "tags": [ "network" ], @@ -14388,7 +15672,14 @@ "engineer", "specializing", "cloud", - "networking" + "networking", + "security", + "architectures", + "performance", + "optimization", + "masters", + "multi", + "connectivity" ], "path": "skills/network-engineer/SKILL.md" }, @@ -14671,8 +15962,8 @@ { "id": "observability-engineer", "name": "observability-engineer", - "description": "Build production-ready monitoring, logging, and tracing systems.", - "category": "infrastructure", + "description": "Build production-ready monitoring, logging, and tracing systems.\nImplements comprehensive observability strategies, SLI/SLO management, and\nincident response workflows. Use PROACTIVELY for monitoring infrastructure,\nperformance optimization, or production reliability.", + "category": "security", "tags": [ "observability" ], @@ -14681,7 +15972,14 @@ "engineer", "monitoring", "logging", - "tracing" + "tracing", + "implements", + "sli", + "slo", + "incident", + "response", + "proactively", + "infrastructure" ], "path": "skills/observability-engineer/SKILL.md" }, @@ -15017,15 +16315,25 @@ { "id": "page-cro", "name": "page-cro", - "description": ">", - "category": "general", + "description": "Analyze and optimize individual pages for conversion performance. Use when the user wants to improve conversion rates, diagnose why a page is underperforming, or increase the effectiveness of marketing pages (homepage, landing pages, pricing, feature pages, or blog posts). This skill focuses on diagnosis, prioritization, and testable recommendations— not blind optimization.", + "category": "business", "tags": [ "page", "cro" ], "triggers": [ "page", - "cro" + "cro", + "analyze", + "optimize", + "individual", + "pages", + "conversion", + "performance", + "user", + "wants", + "improve", + "rates" ], "path": "skills/page-cro/SKILL.md" }, @@ -15106,8 +16414,8 @@ { "id": "payment-integration", "name": "payment-integration", - "description": "Integrate Stripe, PayPal, and payment processors. Handles checkout", - "category": "general", + "description": "Integrate Stripe, PayPal, and payment processors. Handles checkout\nflows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when\nimplementing payments, billing, or subscription features.", + "category": "security", "tags": [ "payment", "integration" @@ -15119,7 +16427,12 @@ "stripe", "paypal", "processors", - "checkout" + "checkout", + "flows", + "subscriptions", + "webhooks", + "pci", + "compliance" ], "path": "skills/payment-integration/SKILL.md" }, @@ -15391,7 +16704,7 @@ { "id": "php-pro", "name": "php-pro", - "description": "Write idiomatic PHP code with generators, iterators, SPL data", + "description": "Write idiomatic PHP code with generators, iterators, SPL data\nstructures, and modern OOP features. Use PROACTIVELY for high-performance PHP\napplications.", "category": "data-ai", "tags": [ "php" @@ -15405,7 +16718,10 @@ "generators", "iterators", "spl", - "data" + "data", + "structures", + "oop", + "features" ], "path": "skills/php-pro/SKILL.md" }, @@ -15587,7 +16903,7 @@ { "id": "posix-shell-pro", "name": "posix-shell-pro", - "description": "Expert in strict POSIX sh scripting for maximum portability across", + "description": "Expert in strict POSIX sh scripting for maximum portability across\nUnix-like systems. Specializes in shell scripts that run on any\nPOSIX-compliant shell (dash, ash, sh, bash --posix).", "category": "general", "tags": [ "posix", @@ -15601,7 +16917,11 @@ "sh", "scripting", "maximum", - "portability" + "portability", + "unix", + "like", + "specializes", + "scripts" ], "path": "skills/posix-shell-pro/SKILL.md" }, @@ -15943,15 +17263,25 @@ { "id": "programmatic-seo", "name": "programmatic-seo", - "description": ">", - "category": "business", + "description": "Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data. Use when the user mentions programmatic SEO, pages at scale, template pages, directory pages, location pages, comparison pages, integration pages, or keyword-pattern page generation. This skill focuses on feasibility, strategy, and page system design—not execution unless explicitly requested.", + "category": "data-ai", "tags": [ "programmatic", "seo" ], "triggers": [ "programmatic", - "seo" + "seo", + "evaluate", + "creating", + "driven", + "pages", + "scale", + "structured", + "data", + "user", + "mentions", + "directory" ], "path": "skills/programmatic-seo/SKILL.md" }, @@ -16325,7 +17655,7 @@ { "id": "python-pro", "name": "python-pro", - "description": "Master Python 3.12+ with modern features, async programming,", + "description": "Master Python 3.12+ with modern features, async programming,\nperformance optimization, and production-ready practices. Expert in the latest\nPython ecosystem including uv, ruff, pydantic, and FastAPI. Use PROACTIVELY\nfor Python development, optimization, or advanced Python patterns.", "category": "development", "tags": [ "python" @@ -16336,7 +17666,13 @@ "12", "features", "async", - "programming" + "programming", + "performance", + "optimization", + "latest", + "ecosystem", + "including", + "uv" ], "path": "skills/python-pro/SKILL.md" }, @@ -16392,8 +17728,8 @@ { "id": "quant-analyst", "name": "quant-analyst", - "description": "Build financial models, backtest trading strategies, and analyze", - "category": "general", + "description": "Build financial models, backtest trading strategies, and analyze\nmarket data. Implements risk metrics, portfolio optimization, and statistical\narbitrage. Use PROACTIVELY for quantitative finance, trading algorithms, or\nrisk analysis.", + "category": "security", "tags": [ "quant", "analyst" @@ -16405,7 +17741,12 @@ "models", "backtest", "trading", - "analyze" + "analyze", + "market", + "data", + "implements", + "risk", + "metrics" ], "path": "skills/quant-analyst/SKILL.md" }, @@ -16830,7 +18171,7 @@ { "id": "reference-builder", "name": "reference-builder", - "description": "Creates exhaustive technical references and API documentation.", + "description": "Creates exhaustive technical references and API documentation.\nGenerates comprehensive parameter listings, configuration guides, and\nsearchable reference materials. Use PROACTIVELY for API docs, configuration\nreferences, or complete technical specifications.", "category": "development", "tags": [ "reference", @@ -16844,7 +18185,11 @@ "technical", "references", "api", - "documentation" + "documentation", + "generates", + "parameter", + "listings", + "configuration" ], "path": "skills/reference-builder/SKILL.md" }, @@ -16996,8 +18341,8 @@ { "id": "reverse-engineer", "name": "reverse-engineer", - "description": "Expert reverse engineer specializing in binary analysis,", - "category": "general", + "description": "Expert reverse engineer specializing in binary analysis,\ndisassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra,\nradare2, x64dbg, and modern RE toolchains. Handles executable analysis,\nlibrary inspection, protocol extraction, and vulnerability research. Use\nPROACTIVELY for binary analysis, CTF challenges, security research, or\nunderstanding undocumented software.", + "category": "security", "tags": [ "reverse" ], @@ -17006,14 +18351,21 @@ "engineer", "specializing", "binary", - "analysis" + "analysis", + "disassembly", + "decompilation", + "software", + "masters", + "ida", + "pro", + "ghidra" ], "path": "skills/reverse-engineer/SKILL.md" }, { "id": "risk-manager", "name": "risk-manager", - "description": "Monitor portfolio risk, R-multiples, and position limits. Creates", + "description": "Monitor portfolio risk, R-multiples, and position limits. Creates\nhedging strategies, calculates expectancy, and implements stop-losses. Use\nPROACTIVELY for risk assessment, trade tracking, or portfolio protection.", "category": "security", "tags": [ "risk", @@ -17027,7 +18379,11 @@ "multiples", "position", "limits", - "creates" + "creates", + "hedging", + "calculates", + "expectancy", + "implements" ], "path": "skills/risk-manager/SKILL.md" }, @@ -17060,7 +18416,7 @@ { "id": "ruby-pro", "name": "ruby-pro", - "description": "Write idiomatic Ruby code with metaprogramming, Rails patterns, and", + "description": "Write idiomatic Ruby code with metaprogramming, Rails patterns, and\nperformance optimization. Specializes in Ruby on Rails, gem development, and\ntesting frameworks. Use PROACTIVELY for Ruby refactoring, optimization, or\ncomplex Ruby features.", "category": "development", "tags": [ "ruby" @@ -17072,7 +18428,12 @@ "idiomatic", "code", "metaprogramming", - "rails" + "rails", + "performance", + "optimization", + "specializes", + "gem", + "development" ], "path": "skills/ruby-pro/SKILL.md" }, @@ -17104,7 +18465,7 @@ { "id": "rust-pro", "name": "rust-pro", - "description": "Master Rust 1.75+ with modern async patterns, advanced type system", + "description": "Master Rust 1.75+ with modern async patterns, advanced type system\nfeatures, and production-ready systems programming. Expert in the latest Rust\necosystem including Tokio, axum, and cutting-edge crates. Use PROACTIVELY for\nRust development, performance optimization, or systems programming.", "category": "development", "tags": [ "rust" @@ -17114,7 +18475,14 @@ "pro", "75", "async", - "type" + "type", + "features", + "programming", + "latest", + "ecosystem", + "including", + "tokio", + "axum" ], "path": "skills/rust-pro/SKILL.md" }, @@ -17145,7 +18513,7 @@ { "id": "sales-automator", "name": "sales-automator", - "description": "Draft cold emails, follow-ups, and proposal templates. Creates", + "description": "Draft cold emails, follow-ups, and proposal templates. Creates\npricing pages, case studies, and sales scripts. Use PROACTIVELY for sales\noutreach or lead nurturing.", "category": "business", "tags": [ "sales", @@ -17160,7 +18528,10 @@ "follow", "ups", "proposal", - "creates" + "creates", + "pricing", + "pages", + "case" ], "path": "skills/sales-automator/SKILL.md" }, @@ -17240,8 +18611,8 @@ { "id": "scala-pro", "name": "scala-pro", - "description": "Master enterprise-grade Scala development with functional", - "category": "general", + "description": "Master enterprise-grade Scala development with functional\nprogramming, distributed systems, and big data processing. Expert in Apache\nPekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures. Use\nPROACTIVELY for Scala system design, performance optimization, or enterprise\nintegration.", + "category": "data-ai", "tags": [ "scala" ], @@ -17251,7 +18622,13 @@ "enterprise", "grade", "development", - "functional" + "functional", + "programming", + "distributed", + "big", + "data", + "processing", + "apache" ], "path": "skills/scala-pro/SKILL.md" }, @@ -17282,15 +18659,25 @@ { "id": "schema-markup", "name": "schema-markup", - "description": ">", - "category": "general", + "description": "Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact. Use when the user wants to add, fix, audit, or scale schema markup (JSON-LD) for rich results. This skill evaluates whether schema should be implemented, what types are valid, and how to deploy safely according to Google guidelines.", + "category": "data-ai", "tags": [ "schema", "markup" ], "triggers": [ "schema", - "markup" + "markup", + "validate", + "optimize", + "org", + "structured", + "data", + "eligibility", + "correctness", + "measurable", + "seo", + "impact" ], "path": "skills/schema-markup/SKILL.md" }, @@ -17444,7 +18831,7 @@ { "id": "security-auditor", "name": "security-auditor", - "description": "Expert security auditor specializing in DevSecOps, comprehensive", + "description": "Expert security auditor specializing in DevSecOps, comprehensive\ncybersecurity, and compliance frameworks. Masters vulnerability assessment,\nthreat modeling, secure authentication (OAuth2/OIDC), OWASP standards, cloud\nsecurity, and security automation. Handles DevSecOps integration, compliance\n(GDPR/HIPAA/SOC2), and incident response. Use PROACTIVELY for security audits,\nDevSecOps, or compliance implementation.", "category": "security", "tags": [ "security", @@ -17454,7 +18841,15 @@ "security", "auditor", "specializing", - "devsecops" + "devsecops", + "cybersecurity", + "compliance", + "frameworks", + "masters", + "vulnerability", + "assessment", + "threat", + "modeling" ], "path": "skills/security-auditor/SKILL.md" }, @@ -17584,7 +18979,7 @@ { "id": "security-scanning-security-sast", "name": "security-scanning-security-sast", - "description": "Static Application Security Testing (SAST) for code vulnerability", + "description": "Static Application Security Testing (SAST) for code vulnerability\nanalysis across multiple languages and frameworks", "category": "security", "tags": [ "security", @@ -17599,7 +18994,11 @@ "application", "testing", "code", - "vulnerability" + "vulnerability", + "analysis", + "multiple", + "languages", + "frameworks" ], "path": "skills/security-scanning-security-sast/SKILL.md" }, @@ -17865,23 +19264,33 @@ { "id": "seo-audit", "name": "seo-audit", - "description": ">", - "category": "business", + "description": "Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance. Use when the user asks for an SEO audit, technical SEO review, ranking diagnosis, on-page SEO review, meta tag audit, or SEO health check. This skill identifies issues and prioritizes actions but does not execute changes. For large-scale page creation, use programmatic-seo. For structured data, use schema-markup.", + "category": "data-ai", "tags": [ "seo", "audit" ], "triggers": [ "seo", - "audit" + "audit", + "diagnose", + "issues", + "affecting", + "crawlability", + "indexation", + "rankings", + "organic", + "performance", + "user", + "asks" ], "path": "skills/seo-audit/SKILL.md" }, { "id": "seo-authority-builder", "name": "seo-authority-builder", - "description": "Analyzes content for E-E-A-T signals and suggests improvements to", - "category": "business", + "description": "Analyzes content for E-E-A-T signals and suggests improvements to\nbuild authority and trust. Identifies missing credibility elements. Use\nPROACTIVELY for YMYL topics.", + "category": "security", "tags": [ "seo", "authority", @@ -17895,14 +19304,18 @@ "content", "signals", "suggests", - "improvements" + "improvements", + "trust", + "identifies", + "missing", + "credibility" ], "path": "skills/seo-authority-builder/SKILL.md" }, { "id": "seo-cannibalization-detector", "name": "seo-cannibalization-detector", - "description": "Analyzes multiple provided pages to identify keyword overlap and", + "description": "Analyzes multiple provided pages to identify keyword overlap and\npotential cannibalization issues. Suggests differentiation strategies. Use\nPROACTIVELY when reviewing similar content.", "category": "business", "tags": [ "seo", @@ -17919,14 +19332,16 @@ "pages", "identify", "keyword", - "overlap" + "overlap", + "potential", + "issues" ], "path": "skills/seo-cannibalization-detector/SKILL.md" }, { "id": "seo-content-auditor", "name": "seo-content-auditor", - "description": "Analyzes provided content for quality, E-E-A-T signals, and SEO", + "description": "Analyzes provided content for quality, E-E-A-T signals, and SEO\nbest practices. Scores content and provides improvement recommendations based\non established guidelines. Use PROACTIVELY for content review.", "category": "business", "tags": [ "seo", @@ -17940,14 +19355,19 @@ "analyzes", "provided", "quality", - "signals" + "signals", + "scores", + "provides", + "improvement", + "recommendations", + "established" ], "path": "skills/seo-content-auditor/SKILL.md" }, { "id": "seo-content-planner", "name": "seo-content-planner", - "description": "Creates comprehensive content outlines and topic clusters for SEO.", + "description": "Creates comprehensive content outlines and topic clusters for SEO.\nPlans content calendars and identifies topic gaps. Use PROACTIVELY for content\nstrategy and planning.", "category": "business", "tags": [ "seo", @@ -17961,14 +19381,19 @@ "creates", "outlines", "topic", - "clusters" + "clusters", + "plans", + "calendars", + "identifies", + "gaps", + "proactively" ], "path": "skills/seo-content-planner/SKILL.md" }, { "id": "seo-content-refresher", "name": "seo-content-refresher", - "description": "Identifies outdated elements in provided content and suggests", + "description": "Identifies outdated elements in provided content and suggests\nupdates to maintain freshness. Finds statistics, dates, and examples that need\nupdating. Use PROACTIVELY for older content.", "category": "business", "tags": [ "seo", @@ -17983,14 +19408,18 @@ "outdated", "elements", "provided", - "suggests" + "suggests", + "updates", + "maintain", + "freshness", + "finds" ], "path": "skills/seo-content-refresher/SKILL.md" }, { "id": "seo-content-writer", "name": "seo-content-writer", - "description": "Writes SEO-optimized content based on provided keywords and topic", + "description": "Writes SEO-optimized content based on provided keywords and topic\nbriefs. Creates engaging, comprehensive content following best practices. Use\nPROACTIVELY for content creation tasks.", "category": "business", "tags": [ "seo", @@ -18005,14 +19434,18 @@ "optimized", "provided", "keywords", - "topic" + "topic", + "briefs", + "creates", + "engaging", + "following" ], "path": "skills/seo-content-writer/SKILL.md" }, { "id": "seo-fundamentals", "name": "seo-fundamentals", - "description": ">", + "description": "Core principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines evaluate pages. This skill explains *why* SEO works, not how to execute specific optimizations.", "category": "business", "tags": [ "seo", @@ -18020,14 +19453,24 @@ ], "triggers": [ "seo", - "fundamentals" + "fundamentals", + "core", + "principles", + "including", + "web", + "vitals", + "technical", + "foundations", + "content", + "quality", + "how" ], "path": "skills/seo-fundamentals/SKILL.md" }, { "id": "seo-keyword-strategist", "name": "seo-keyword-strategist", - "description": "Analyzes keyword usage in provided content, calculates density,", + "description": "Analyzes keyword usage in provided content, calculates density,\nsuggests semantic variations and LSI keywords based on the topic. Prevents\nover-optimization. Use PROACTIVELY for content optimization.", "category": "business", "tags": [ "seo", @@ -18043,14 +19486,17 @@ "provided", "content", "calculates", - "density" + "density", + "suggests", + "semantic", + "variations" ], "path": "skills/seo-keyword-strategist/SKILL.md" }, { "id": "seo-meta-optimizer", "name": "seo-meta-optimizer", - "description": "Creates optimized meta titles, descriptions, and URL suggestions", + "description": "Creates optimized meta titles, descriptions, and URL suggestions\nbased on character limits and best practices. Generates compelling,\nkeyword-rich metadata. Use PROACTIVELY for new content.", "category": "business", "tags": [ "seo", @@ -18066,14 +19512,17 @@ "titles", "descriptions", "url", - "suggestions" + "suggestions", + "character", + "limits", + "generates" ], "path": "skills/seo-meta-optimizer/SKILL.md" }, { "id": "seo-snippet-hunter", "name": "seo-snippet-hunter", - "description": "Formats content to be eligible for featured snippets and SERP", + "description": "Formats content to be eligible for featured snippets and SERP\nfeatures. Creates snippet-optimized content blocks based on best practices.\nUse PROACTIVELY for question-based content.", "category": "business", "tags": [ "seo", @@ -18089,14 +19538,17 @@ "eligible", "featured", "snippets", - "serp" + "serp", + "features", + "creates", + "optimized" ], "path": "skills/seo-snippet-hunter/SKILL.md" }, { "id": "seo-structure-architect", "name": "seo-structure-architect", - "description": "Analyzes and optimizes content structure including header", + "description": "Analyzes and optimizes content structure including header\nhierarchy, suggests schema markup, and internal linking opportunities. Creates\nsearch-friendly content organization. Use PROACTIVELY for content structuring.", "category": "business", "tags": [ "seo", @@ -18110,7 +19562,11 @@ "optimizes", "content", "including", - "header" + "header", + "hierarchy", + "suggests", + "schema", + "markup" ], "path": "skills/seo-structure-architect/SKILL.md" }, @@ -18810,7 +20266,7 @@ { "id": "sql-pro", "name": "sql-pro", - "description": "Master modern SQL with cloud-native databases, OLTP/OLAP", + "description": "Master modern SQL with cloud-native databases, OLTP/OLAP\noptimization, and advanced query techniques. Expert in performance tuning,\ndata modeling, and hybrid analytical systems. Use PROACTIVELY for database\noptimization or complex analysis.", "category": "infrastructure", "tags": [ "sql" @@ -18822,7 +20278,12 @@ "native", "databases", "oltp", - "olap" + "olap", + "optimization", + "query", + "techniques", + "performance", + "tuning" ], "path": "skills/sql-pro/SKILL.md" }, @@ -18904,8 +20365,8 @@ { "id": "startup-analyst", "name": "startup-analyst", - "description": "Expert startup business analyst specializing in market sizing,", - "category": "business", + "description": "Expert startup business analyst specializing in market sizing,\nfinancial modeling, competitive analysis, and strategic planning for\nearly-stage companies. Use PROACTIVELY when the user asks about market\nopportunity, TAM/SAM/SOM, financial projections, unit economics, competitive\nlandscape, team planning, startup metrics, or business strategy for pre-seed\nthrough Series A startups.", + "category": "testing", "tags": [ "startup", "analyst" @@ -18916,14 +20377,20 @@ "business", "specializing", "market", - "sizing" + "sizing", + "financial", + "modeling", + "competitive", + "analysis", + "strategic", + "planning" ], "path": "skills/startup-analyst/SKILL.md" }, { "id": "startup-business-analyst-business-case", "name": "startup-business-analyst-business-case", - "description": "Generate comprehensive investor-ready business case document with", + "description": "Generate comprehensive investor-ready business case document with\nmarket, solution, financials, and strategy", "category": "business", "tags": [ "startup", @@ -18938,14 +20405,17 @@ "case", "generate", "investor", - "document" + "document", + "market", + "solution", + "financials" ], "path": "skills/startup-business-analyst-business-case/SKILL.md" }, { "id": "startup-business-analyst-financial-projections", "name": "startup-business-analyst-financial-projections", - "description": "Create detailed 3-5 year financial model with revenue, costs, cash", + "description": "Create detailed 3-5 year financial model with revenue, costs, cash\nflow, and scenarios", "category": "business", "tags": [ "startup", @@ -18965,14 +20435,15 @@ "model", "revenue", "costs", - "cash" + "cash", + "flow" ], "path": "skills/startup-business-analyst-financial-projections/SKILL.md" }, { "id": "startup-business-analyst-market-opportunity", "name": "startup-business-analyst-market-opportunity", - "description": "Generate comprehensive market opportunity analysis with TAM/SAM/SOM", + "description": "Generate comprehensive market opportunity analysis with TAM/SAM/SOM\ncalculations", "category": "business", "tags": [ "startup", @@ -18991,14 +20462,15 @@ "analysis", "tam", "sam", - "som" + "som", + "calculations" ], "path": "skills/startup-business-analyst-market-opportunity/SKILL.md" }, { "id": "startup-financial-modeling", "name": "startup-financial-modeling", - "description": "This skill should be used when the user asks to \\\"create financial", + "description": "This skill should be used when the user asks to \\\\\\\"create financial\nprojections\", \"build a financial model\", \"forecast revenue\", \"calculate burn\nrate\", \"estimate runway\", \"model cash flow\", or requests 3-5 year financial\nplanning for a startup.", "category": "business", "tags": [ "startup", @@ -19013,15 +20485,19 @@ "should", "used", "user", - "asks" + "asks", + "projections", + "model", + "forecast", + "revenue" ], "path": "skills/startup-financial-modeling/SKILL.md" }, { "id": "startup-metrics-framework", "name": "startup-metrics-framework", - "description": "This skill should be used when the user asks about \\\"key startup", - "category": "business", + "description": "This skill should be used when the user asks about \\\\\\\"key startup\nmetrics\", \"SaaS metrics\", \"CAC and LTV\", \"unit economics\", \"burn multiple\",\n\"rule of 40\", \"marketplace metrics\", or requests guidance on tracking and\noptimizing business performance metrics.", + "category": "testing", "tags": [ "startup", "metrics", @@ -19037,7 +20513,9 @@ "user", "asks", "about", - "key" + "key", + "saas", + "cac" ], "path": "skills/startup-metrics-framework/SKILL.md" }, @@ -19347,8 +20825,8 @@ { "id": "tdd-orchestrator", "name": "tdd-orchestrator", - "description": "Master TDD orchestrator specializing in red-green-refactor", - "category": "testing", + "description": "Master TDD orchestrator specializing in red-green-refactor\ndiscipline, multi-agent workflow coordination, and comprehensive test-driven\ndevelopment practices. Enforces TDD best practices across teams with\nAI-assisted testing and modern frameworks. Use PROACTIVELY for TDD\nimplementation and governance.", + "category": "data-ai", "tags": [ "tdd", "orchestrator" @@ -19359,7 +20837,13 @@ "specializing", "red", "green", - "refactor" + "refactor", + "discipline", + "multi", + "agent", + "coordination", + "test", + "driven" ], "path": "skills/tdd-orchestrator/SKILL.md" }, @@ -19518,8 +21002,8 @@ { "id": "team-composition-analysis", "name": "team-composition-analysis", - "description": "This skill should be used when the user asks to \\\"plan team", - "category": "general", + "description": "This skill should be used when the user asks to \\\\\\\"plan team\nstructure\", \"determine hiring needs\", \"design org chart\", \"calculate\ncompensation\", \"plan equity allocation\", or requests organizational design and\nheadcount planning for a startup.", + "category": "business", "tags": [ "team", "composition" @@ -19533,7 +21017,10 @@ "used", "user", "asks", - "plan" + "plan", + "structure", + "determine", + "hiring" ], "path": "skills/team-composition-analysis/SKILL.md" }, @@ -19616,8 +21103,8 @@ { "id": "temporal-python-pro", "name": "temporal-python-pro", - "description": "Master Temporal workflow orchestration with Python SDK. Implements", - "category": "development", + "description": "Master Temporal workflow orchestration with Python SDK. Implements\ndurable workflows, saga patterns, and distributed transactions. Covers\nasync/await, testing strategies, and production deployment. Use PROACTIVELY\nfor workflow design, microservice orchestration, or long-running processes.", + "category": "infrastructure", "tags": [ "temporal", "python" @@ -19628,7 +21115,13 @@ "pro", "orchestration", "sdk", - "implements" + "implements", + "durable", + "saga", + "distributed", + "transactions", + "covers", + "async" ], "path": "skills/temporal-python-pro/SKILL.md" }, @@ -19752,8 +21245,8 @@ { "id": "terraform-specialist", "name": "terraform-specialist", - "description": "Expert Terraform/OpenTofu specialist mastering advanced IaC", - "category": "infrastructure", + "description": "Expert Terraform/OpenTofu specialist mastering advanced IaC\nautomation, state management, and enterprise infrastructure patterns. Handles\ncomplex module design, multi-cloud deployments, GitOps workflows, policy as\ncode, and CI/CD integration. Covers migration strategies, security best\npractices, and modern IaC ecosystems. Use PROACTIVELY for advanced IaC, state\nmanagement, or infrastructure automation.", + "category": "security", "tags": [ "terraform" ], @@ -19761,15 +21254,23 @@ "terraform", "opentofu", "mastering", - "iac" + "iac", + "automation", + "state", + "enterprise", + "infrastructure", + "complex", + "module", + "multi", + "cloud" ], "path": "skills/terraform-specialist/SKILL.md" }, { "id": "test-automator", "name": "test-automator", - "description": "Master AI-powered test automation with modern frameworks,", - "category": "data-ai", + "description": "Master AI-powered test automation with modern frameworks,\nself-healing tests, and comprehensive quality engineering. Build scalable\ntesting strategies with advanced CI/CD integration. Use PROACTIVELY for\ntesting automation or quality assurance.", + "category": "infrastructure", "tags": [ "automator" ], @@ -19779,7 +21280,13 @@ "ai", "powered", "automation", - "frameworks" + "frameworks", + "self", + "healing", + "tests", + "quality", + "engineering", + "scalable" ], "path": "skills/test-automator/SKILL.md" }, @@ -20066,7 +21573,7 @@ { "id": "track-management", "name": "track-management", - "description": "Use this skill when creating, managing, or working with Conductor", + "description": "Use this skill when creating, managing, or working with Conductor\ntracks - the logical work units for features, bugs, and refactors. Applies to\nspec.md, plan.md, and track lifecycle operations.", "category": "workflow", "tags": [ "track" @@ -20077,7 +21584,13 @@ "creating", "managing", "working", - "conductor" + "conductor", + "tracks", + "logical", + "work", + "units", + "features", + "bugs" ], "path": "skills/track-management/SKILL.md" }, @@ -20158,7 +21671,7 @@ { "id": "tutorial-engineer", "name": "tutorial-engineer", - "description": "Creates step-by-step tutorials and educational content from code.", + "description": "Creates step-by-step tutorials and educational content from code.\nTransforms complex concepts into progressive learning experiences with\nhands-on examples. Use PROACTIVELY for onboarding guides, feature tutorials,\nor concept explanations.", "category": "general", "tags": [ "tutorial" @@ -20171,7 +21684,11 @@ "tutorials", "educational", "content", - "code" + "code", + "transforms", + "complex", + "concepts", + "progressive" ], "path": "skills/tutorial-engineer/SKILL.md" }, @@ -20253,20 +21770,31 @@ { "id": "typescript-expert", "name": "typescript-expert", - "description": ">-", + "description": "TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and modern tooling. Use PROACTIVELY for any TypeScript/JavaScript issues including complex type gymnastics, build performance, debugging, and architectural decisions. If a specialized expert is a better fit, I will recommend switching and stop.", "category": "development", "tags": [ "typescript" ], "triggers": [ - "typescript" + "typescript", + "javascript", + "deep", + "knowledge", + "type", + "level", + "programming", + "performance", + "optimization", + "monorepo", + "migration", + "tooling" ], "path": "skills/typescript-expert/SKILL.md" }, { "id": "typescript-pro", "name": "typescript-pro", - "description": "Master TypeScript with advanced types, generics, and strict type", + "description": "Master TypeScript with advanced types, generics, and strict type\nsafety. Handles complex type systems, decorators, and enterprise-grade\npatterns. Use PROACTIVELY for TypeScript architecture, type inference\noptimization, or advanced typing patterns.", "category": "development", "tags": [ "typescript" @@ -20277,7 +21805,13 @@ "types", "generics", "strict", - "type" + "type", + "safety", + "complex", + "decorators", + "enterprise", + "grade", + "proactively" ], "path": "skills/typescript-pro/SKILL.md" }, @@ -20305,7 +21839,7 @@ { "id": "ui-ux-designer", "name": "ui-ux-designer", - "description": "Create interface designs, wireframes, and design systems. Masters", + "description": "Create interface designs, wireframes, and design systems. Masters\nuser research, accessibility standards, and modern design tools. Specializes\nin design tokens, component libraries, and inclusive design. Use PROACTIVELY\nfor design systems, user flows, or interface optimization.", "category": "general", "tags": [ "ui", @@ -20319,7 +21853,12 @@ "interface", "designs", "wireframes", - "masters" + "masters", + "user", + "research", + "accessibility", + "standards", + "specializes" ], "path": "skills/ui-ux-designer/SKILL.md" }, @@ -20352,8 +21891,8 @@ { "id": "ui-visual-validator", "name": "ui-visual-validator", - "description": "Rigorous visual validation expert specializing in UI testing,", - "category": "testing", + "description": "Rigorous visual validation expert specializing in UI testing,\ndesign system compliance, and accessibility verification. Masters screenshot\nanalysis, visual regression testing, and component validation. Use PROACTIVELY\nto verify UI modifications have achieved their intended goals through\ncomprehensive visual analysis.", + "category": "security", "tags": [ "ui", "visual", @@ -20366,7 +21905,12 @@ "rigorous", "validation", "specializing", - "testing" + "testing", + "compliance", + "accessibility", + "verification", + "masters", + "screenshot" ], "path": "skills/ui-visual-validator/SKILL.md" }, @@ -20397,8 +21941,8 @@ { "id": "unity-developer", "name": "unity-developer", - "description": "Build Unity games with optimized C# scripts, efficient rendering,", - "category": "general", + "description": "Build Unity games with optimized C# scripts, efficient rendering,\nand proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and\ncross-platform deployment. Handles gameplay systems, UI implementation, and\nplatform optimization. Use PROACTIVELY for Unity performance issues, game\nmechanics, or cross-platform builds.", + "category": "infrastructure", "tags": [ "unity" ], @@ -20409,7 +21953,12 @@ "optimized", "scripts", "efficient", - "rendering" + "rendering", + "proper", + "asset", + "masters", + "lts", + "urp" ], "path": "skills/unity-developer/SKILL.md" }, @@ -21546,7 +23095,7 @@ { "id": "workflow-patterns", "name": "workflow-patterns", - "description": "Use this skill when implementing tasks according to Conductor's TDD", + "description": "Use this skill when implementing tasks according to Conductor's TDD\nworkflow, handling phase checkpoints, managing git commits for tasks, or\nunderstanding the verification protocol.", "category": "architecture", "tags": [], "triggers": [ @@ -21555,7 +23104,13 @@ "tasks", "according", "conductor", - "tdd" + "tdd", + "handling", + "phase", + "checkpoints", + "managing", + "git", + "commits" ], "path": "skills/workflow-patterns/SKILL.md" }, diff --git a/package.json b/package.json index 55c5a4e2..29d52cc7 100644 --- a/package.json +++ b/package.json @@ -1,6 +1,6 @@ { "name": "antigravity-awesome-skills", - "version": "6.3.0", + "version": "6.3.1", "description": "900+ agentic skills for Claude Code, Gemini CLI, Cursor, Antigravity & more. Installer CLI.", "license": "MIT", "scripts": { @@ -41,4 +41,4 @@ "agentic-skills", "ai-coding" ] -} \ No newline at end of file +} diff --git a/skills_index.json b/skills_index.json index a2f3b149..c65fdc54 100644 --- a/skills_index.json +++ b/skills_index.json @@ -5063,7 +5063,7 @@ "category": "uncategorized", "name": "linkedin-cli", "description": "Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator.", - "risk": "unknown", + "risk": "safe", "source": "community" }, {