Total Skills
1,026
Author Profile: tomevault-io
Skills published by tomevault-io with real stars/downloads and source-aware metadata.
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Skills Performance
Comparison chart based on real stars and downloads signals from source data.
sandbox
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vue-best-practices
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kyverno-troubleshooting
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k8s-platform-tenancy
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k8s-namespace-troubleshooting
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helm-chart-testing
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helm-chart-review
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helm-chart-maintenance
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Published Skills
sandbox
Execute commands in isolated sandboxes for security. Use when running untrusted code, system commands, or operations that could affect the host system. Automatically detects the right runtime (Python, Node, Rust, Go, Ruby, etc.) from the command. Use when this capability is needed.
Repository SourceNeeds Review
vue-best-practices
MUST be used for Vue.js tasks. Covers Composition API, <script setup>, TypeScript, Vue 3, SSR, Volar, Vue Router, Pinia. ALWAYS use Composition API. Use when this capability is needed.
Repository SourceNeeds Review
kyverno-troubleshooting
Use when Kyverno policies are blocking resource creation, when ClusterPolicy or Policy resources show errors, when audit results are unexpected, when mutations are not applying, when generate rules fail, or when admission webhook errors occur
Repository SourceNeeds Review
k8s-platform-tenancy
Use when provisioning new tenant namespaces, configuring tenant RBAC roles and bindings, setting up resource quotas and limits, implementing network isolation between tenants, managing tenant lifecycle (onboarding/offboarding), or designing self-service provisioning
Repository SourceNeeds Review
k8s-namespace-troubleshooting
Use when a user reports a problem in a specific namespace, when investigating unhealthy workloads or pod failures, when checking namespace events and resource status, or when triaging application issues inside Kubernetes
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helm-chart-testing
Use when tests need to be added to a Helm chart, Helm tests are failing with unclear causes, or a chart needs test coverage analysis
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helm-chart-review
Use when performing code reviews of Helm charts, conducting security audits of charts, assessing chart quality and best practices, running automated chart analysis tools, or validating chart structure and organization
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helm-chart-maintenance
Use when managing chart versions (semantic versioning), updating chart dependencies, implementing upgrade strategies, writing and running chart tests, setting up CI/CD pipelines for charts, handling deprecation and breaking changes, or publishing charts to OCI registries
Repository SourceNeeds Review
helm-chart-development
Use when creating new Helm charts from scratch, designing values.yaml schema and structure, implementing Helm template patterns, setting up chart directory structure, writing template helpers (_helpers.tpl), or creating values.schema.json validation
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flux-troubleshooting
Use when Flux resources show Ready False, reconciliation errors appear in logs, deployments fail to sync from Git, HelmRelease installations fail, source artifacts are not being fetched, or image automation is not updating tags
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flux-operations
Use when forcing immediate reconciliation, suspending reconciliation for maintenance, rolling back failed deployments, upgrading Flux components, managing drift detection, or performing multi-cluster Flux operations
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flux-gitops-patterns
Use when designing GitOps repository structure, setting up dependency chains between resources, implementing multi-environment deployments, configuring secrets management with Flux, setting up notifications and alerts, or optimizing reconciliation intervals
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awesome-list-format
Formatting rules for the awesome-docker-cagent README.md Use when this capability is needed.
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resource-discovery
Search strategies for finding new Docker cagent resources Use when this capability is needed.
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htmx-development
HTMX patterns for hypermedia-driven applications with minimal JavaScript. Use when this capability is needed.
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langchain-advanced
Advanced LangChain patterns: chains, agents, callbacks, and custom components. Use when this capability is needed.
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llamaindex-expert
LlamaIndex for document processing, indexing strategies, and retrieval optimization. Use when this capability is needed.
Repository SourceNeeds Review
angular-frontend
Padrões técnicos e de UI para o Frontend (Angular 17+) no projeto CECOR Use when this capability is needed.
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go-backend
Padrões técnicos e arquitetura do Backend (Go) no projeto CECOR Use when this capability is needed.
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local-llm-deployment
Ollama, llama.cpp, and local LLM deployment for privacy and cost optimization. Use when this capability is needed.
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mlops-practices
ML model deployment, monitoring, versioning, and production pipelines. Use when this capability is needed.
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mobile-security
iOS and Android security testing, SSL pinning bypass, and mobile app vulnerabilities. Use when this capability is needed.
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multimodal-ai
Vision-language models, image generation, and multimodal reasoning systems. Use when this capability is needed.
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next-js-patterns
Modern Next.js 14+ patterns: App Router, Server Components, Server Actions, ISR, and edge runtime optimization. Use when this capability is needed.
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nlp-fundamentals
Text processing, sentiment analysis, and NLP pipeline development. Use when this capability is needed.
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social-engineering
Phishing campaigns, pretexting, and human factor security testing. Use when this capability is needed.
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statistical-testing
Hypothesis testing, significance, confidence intervals, and statistical rigor. Use when this capability is needed.
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svelte-development
SvelteKit, reactive programming, and compile-time optimization patterns. Use when this capability is needed.
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technical-writing
Documentation, API guides, and technical content for developer audiences. Use when this capability is needed.
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ux-research
User interviews, usability testing, and research synthesis methods. Use when this capability is needed.
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voice-ai-systems
Speech-to-text, text-to-speech, and voice AI application development. Use when this capability is needed.
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vue-js-mastery
Vue 3 Composition API, Pinia state management, and Vue ecosystem best practices. Use when this capability is needed.
Repository SourceNeeds Review
admin-chat-ui-flow
Padroniza UX visual e fluxo da tela de chat admin com estilo da area cliente. Use when this capability is needed.
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admin-reports-ui
Harmoniza a tela de relatorios do admin ao estilo visual aprovado da area cliente. Use when this capability is needed.
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auth-rbac-hardening
Fortalece autenticacao, sessao e autorizacao baseada em papeis no LLMInvoice. Use when this capability is needed.
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bugfix-playbook
Playbook para corrigir bugs recorrentes com reproducao, fix minimo e teste de regressao. Use when this capability is needed.
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authentication-implementation
Guide for implementing secure authentication with JWT and session management. Use when adding authentication to an application. Use when this capability is needed.
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css-responsive-design
Guide for creating responsive layouts with CSS. Use when implementing responsive design or fixing layout issues. Use when this capability is needed.
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database-schema-design
Guide for designing database schemas with Prisma ORM. Use when creating or modifying database models. Use when this capability is needed.
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error-handling-patterns
Guide for consistent error handling across frontend and backend. Use when implementing error handling logic. Use when this capability is needed.
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form-validation
Guide for implementing form handling with React Hook Form and Zod validation. Use when creating forms with validation. Use when this capability is needed.
Repository SourceNeeds Review
github-actions-ci-cd
Guide for setting up CI/CD pipelines with GitHub Actions. Use when creating or modifying deployment workflows. Use when this capability is needed.
Repository SourceNeeds Review
performance-optimization
Guide for optimizing web performance and Core Web Vitals. Use when analyzing or improving page performance. Use when this capability is needed.
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project-architecture
Guide for project structure and architectural decisions. Use when setting up new projects or organizing code structure. Use when this capability is needed.
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react-component-creation
Guide for creating React components with TypeScript. Use when asked to create new React components or refactor existing ones. Use when this capability is needed.
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react-component-testing
Guide for testing React components with Vitest and React Testing Library. Use when asked to write tests for React components. Use when this capability is needed.
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security-audit
Checklist for identifying and fixing common web security vulnerabilities (OWASP Top 10). Use when reviewing code for security issues. Use when this capability is needed.
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state-management-patterns
Guide for choosing and implementing state management solutions. Use when deciding how to manage application state. Use when this capability is needed.
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agentuity-cli-cloud-storage-download
Download a file from storage bucket. Requires authentication. Use for Agentuity cloud platform operations Use when this capability is needed.
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sddcode-mapping
Provides templates and analysis guidance for mapping codebases into specialized documentation. Used by the sdd:code-mapper agent to generate 8 focused codebase documents.
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ada-configuration-review
Review and understand Ada AI agent configuration including playbooks, coaching, actions, and custom instructions. Use when the user asks about their current setup, wants to audit their configuration, or asks questions like "what playbooks do we have" or "show me our custom instructions". Use when this capability is needed.
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ada-conversation-simulation
Test and validate Ada AI agent responses before making changes live. Use when the user wants to simulate conversations, test how the agent responds, validate configuration changes, or preview behavior for specific scenarios. Use when this capability is needed.
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ada-issue-diagnosis
Diagnose performance issues and investigate sudden changes in Ada AI agent metrics. Use when the user notices a drop in CSAT or AR, asks "why did X happen", wants to investigate a specific problem, or needs to understand root causes of performance changes. Use when this capability is needed.
Repository SourceNeeds Review
add-voice-transcription
Add voice message transcription to FFT_nano using OpenAI's Whisper API. Automatically transcribes WhatsApp voice notes so the agent can read and respond to them. Use when this capability is needed.
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customize
Add new capabilities or modify FFT_nano behavior. Use when user wants to add channels (Telegram, Slack, email input), change triggers, add integrations, modify the router, or make any other customizations. This is an interactive skill that asks questions to understand what the user wants. Use when this capability is needed.
Repository SourceNeeds Review
debug
Debug FFT_nano agent runtime issues (Docker default, host opt-in). Use when agent execution fails, runtime checks fail, or onboarding/startup is blocked. Use when this capability is needed.
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fft-coder-ops
Operate FFT_nano coding delegation flows safely using /coder and /coder-plan, preserving main-chat-only policy, request-id tracking, and non-duplicative streaming behavior. Use when this capability is needed.
Repository SourceNeeds Review
fft-dashboard-ops
Build and apply Home Assistant Lovelace dashboards from templates using a staged workflow with screenshot verification and context-reactive themes. Use when this capability is needed.
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fft-telegram-ops
Operate FFT_nano Telegram workflows including main chat claiming, command safety boundaries, admin panel usage, media intake behavior, and Telegram-first deployment patterns. Use when this capability is needed.
Repository SourceNeeds Review
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, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. Use when this capability is needed.
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ps-advanced
Photoshop advanced techniques and reference: wind direction master table (drips down, flames up, streaks left/right with canvas rotation), filter parameter ranges, design principles (60-30-10 color rule, typography, composition, contrast/readability, platform dimensions), workflow templates (poster, photo edit, composite), advanced techniques (high-pass sharpen, dodge & burn, orton effect, blend-if, luminosity masking, stamp visible), 17 critical tool gotchas (verified bugs), failed attempts log (6 entries - DO NOT REPEAT), outer glow parameter reference, quality checklist. Use when this capability is needed.
Repository SourceNeeds Review
ada-performance-check
Quick health check of Ada AI agent performance metrics including CSAT, AR rate, and conversation volume. Use when the user wants a quick status update, performance overview, trend analysis, or asks questions like "how is my bot doing" or "what are my metrics". Use when this capability is needed.
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ps-tool-catalog
Complete catalog of all 323 dedicated Photoshop MCP tools across 36 categories: document operations, layer operations, layer masks, text, selections (30 tools), clipboard, channels, transforms, shapes, painting/drawing, layer styles, adjustment layers (17), direct adjustments, filters (blur 14, sharpen 3, noise 5, distort 12, stylize 10, artistic 14, sketch 12, brush strokes 8, texture 5, pixelate 7, render 4, other 4, special 2), generative AI, paths, color tools, guides, smart objects, document profiles, actions/automation, advanced operations, utility/history/view, and execute_batchplay escape hatch. Use when this capability is needed.
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jira-auth
description: Authenticate with Jira Cloud REST API using API tokens. Use when setting up Jira connections, validating credentials, or handling rate limiting. Use when this capability is needed.
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jira-spaces
description: Manage Confluence spaces for project documentation. Create, list, and delete spaces with templates. Use when setting up project documentation structure or managing Confluence content areas. Use when this capability is needed.
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jira-workflow
description: Orchestrate Jira workflows end-to-end. Use when building stories with approvals, transitioning items through lifecycle states, or syncing task completion with Jira. Use when this capability is needed.
Repository SourceNeeds Review
frontend-dev-guidelines
Next.js 15 애플리케이션을 위한 프론트엔드 개발 가이드라인. React 19, TypeScript, Shadcn/ui, Tailwind CSS를 사용한 모던 패턴. Server Components, Client Components, App Router, 파일 구조, Shadcn/ui 컴포넌트, 성능 최적화, TypeScript 모범 사례 포함. 컴포넌트, 페이지, 기능 생성, 데이터 페칭, 스타일링, 라우팅, 프론트엔드 코드 작업 시 사용. Use when this capability is needed.
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skill-developer
Claude Code 스킬, 훅, 에이전트, 명령어를 생성하고 관리하기 위한 메타 스킬. 새 스킬 생성, 스킬 트리거 설정, 훅 설정, Claude Code 인프라 관리 시 사용. Use when this capability is needed.
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add-social-media-header
Add professional social media headers to README files and documentation to enhance engagement and visibility across LinkedIn, YouTube, GitHub, and X (Twitter). Use when you need to add or update social media badges with clickable links to your profiles. Use when this capability is needed.
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github-repo-setup
Configure and initialize GitHub repositories with privacy settings, repository metadata, and feature toggles. Use when preparing repositories for publication on GitHub, including setting up private repositories, adding descriptions to repository about section, and disabling features like releases and environments. Use when this capability is needed.
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skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. Use when this capability is needed.
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edgeone-pages-deploy
Deploys static HTML to a public URL instantly with no authentication required. Use when asked to "host this", "deploy this site", "get a public link", "share this HTML", "quick deploy", "publish this page", or any request to make an HTML file publicly accessible via URL. Supports self-contained HTML files with inline CSS/JS.
Repository SourceNeeds Review
ley-ar
> Use when this capability is needed.
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weekly-analytics
> Use when this capability is needed.
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yahoo-finance
> Use when this capability is needed.
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frontend-ui-architect
El Arquitecto UI (Frontend & Styling). Genera interfaces visuales modernas usando Next.js 15, Tailwind CSS 4 y shadcn/ui. Use when this capability is needed.
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readme-generator
Generate professional, comprehensive README.md files for projects. Analyzes project files, dependencies, and structure to create detailed documentation including features, installation instructions, tech stack, screenshots, and usage examples. Trigger when users ask to "improve README", "generate README", "create documentation", "document this project", or "make a better README". Use when this capability is needed.
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security-quality-guard
Guardián de Calidad (Linting & Auth) - Auditor de código y seguridad Use when this capability is needed.
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decompile
| Use when this capability is needed.
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design-patterns
Guidance on when and how to apply design patterns. Use when: (1) asking which pattern to use, (2) refactoring code, (3) discussing code smells, (4) need to decouple components, (5) building extensible systems. Use when this capability is needed.
Repository SourceNeeds Review
feedback-to-linear
Transform user feedback into structured Linear issues with AI-enhanced parsing for labels, priority, acceptance criteria, and estimates Use when this capability is needed.
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swift-concurrency
Expert guidance on Swift Concurrency best practices, patterns, and implementation. Use when developers mention: (1) Swift Concurrency, async/await, actors, or tasks, (2) "use Swift Concurrency" or "modern concurrency patterns", (3) migrating to Swift 6, (4) data races or thread safety issues, (5) refactoring closures to async/await, (6) @MainActor, Sendable, or actor isolation, (7) concurrent code architecture or performance optimization. Use when this capability is needed.
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building-ui
Expo Router UI implementation guide. Use for Expo-specific components, navigation setup, native tabs, and implementation patterns. Use when this capability is needed.
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git-commit-workflow
Git commit workflow with conventional commits and staging hygiene. Use when asked to stage changes, write commit messages, or manage commits in multi-worktree setups. Use when this capability is needed.
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git-pr-workflow
Git workflows for feature branches, merges, and PR creation with GitHub CLI. Use when asked to manage branches, sync with base, resolve conflicts, or create PRs. Use when this capability is needed.
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ios-hig-rn-basics
Core iOS HIG guidance and design rules. Use when giving iOS UI/UX advice on layout, typography, color, spacing, controls, and iconography (not Expo Router implementation). Use when this capability is needed.
Repository SourceNeeds Review
ios-motion-feedback
iOS motion and haptics guidance. Use when designing animations, transitions, or feedback states (platform guidance, not implementation). Use when this capability is needed.
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ios-navigation-architecture
Choose and review iOS navigation patterns (tabs, stacks, modals, sheets, deep links). Use when designing app structure or refactoring navigation (platform guidance, not implementation). Use when this capability is needed.
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ios-screen-review
Structured iOS UX/UI review checklist. Use to critique hierarchy, spacing, affordances, copy, and states and output prioritized fixes (platform guidance, not implementation). Use when this capability is needed.
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tailwind-v4-shadcn
| Use when this capability is needed.
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yellow
> Use when this capability is needed.
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appfactory-builder
Build and deploy production apps using AppFactory's 7 pipelines (websites, mobile, dApps, AI agents, plugins, mini apps, bots). One prompt → live URL. Use when this capability is needed.
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remotion
Use when generating or modifying Remotion video code, creating demo videos, or working with the demo-video/ directory
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setup-environment
Initialize and configure a new user's local development environment for App Factory. Triggers on /setup, "set me up", or "configure my environment". Use when this capability is needed.
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agent-ops
Workflow orchestration, sub-agent architecture, and task management patterns Use when this capability is needed.
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article-publisher
| Use when this capability is needed.
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bankr-airdrop
Daily pro rata token airdrop to Bankr Club NFT holders on Base. Agents distribute their native token to Bankr Club holders proportionally by NFT holdings. Triggers on "airdrop", "bankr club", "holder snapshot", "pro rata distribution", "claim and distribute". Use when this capability is needed.
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basename-register
Register Basenames (.base.eth) for AI agents. Use when an agent needs to register a human-readable ENS-style name on Base for their wallet address. Supports checking availability, pricing, registration, and setting primary name. Use when this capability is needed.
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net-protocol
Send and read onchain messages via Net Protocol. Use for permanent agent logs, cross-agent communication, and decentralized feeds on Base. Use when this capability is needed.
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outreach-automator
GitHub-based developer outreach. Find repos, enrich maintainer profiles, draft personalized emails, track contacts. Zero paid APIs. Use when this capability is needed.
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atlas-best-practices
Use when working with atlas.hcl, Atlas CLI commands, schema HCL/SQL files, or migration planning and reviews, including Atlas v1.1 security, data, and exporter capabilities.
Repository SourceNeeds Review
axe-ios-simulator
Use when automating iOS Simulator interactions, capturing screenshots/video, or inspecting accessibility via AXe CLI.
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canton-network-repos
Use when working with Canton Network participants, DAML smart contracts, Splice applications, or debugging LF version and package ID issues.
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e2e
Use when running e2e tests, debugging test failures, or fixing flaky tests. Covers failure taxonomy, fix rules, and workflow. Never changes source code logic or API without spec backing.
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git-best-practices
Use when creating commits, managing branches, opening PRs, or rewriting history. Not for non-git implementation tasks or repo-specific release policy decisions.
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git-rebase-sync
Use when syncing a feature branch onto the latest origin base branch via git rebase.
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go-best-practices
Use when reading or writing Go files (.go, go.mod).
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ios-device-screenshot
Use when capturing screenshots from physical iOS devices connected via USB using pymobiledevice3.
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nix-best-practices
Use when working with Nix flakes, overlays, shell.nix, or flake.nix files.
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op-cli
Use when reading from 1Password, discovering vaults/items, rotating secrets, or piping credentials to other tools via op CLI.
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openai-image-gen
Use when generating images, graphics, icons, or visual assets via OpenAI DALL-E 3 API. Requires OPENAI_API_KEY.
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orbstack-best-practices
Use when working with OrbStack Linux VMs, Docker on macOS, orbctl commands, or orb machine lifecycle.
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playwright-best-practices
Use when writing or modifying Playwright tests (.spec.ts, .test.ts with @playwright/test imports).
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python-best-practices
Use when reading or writing Python files (.py, pyproject.toml, requirements.txt).
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react-best-practices
Use when reading or writing React components (.tsx, .jsx files with React imports).
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tamagui-best-practices
Use when working with Tamagui projects (tamagui.config.ts, @tamagui imports).
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testing-best-practices
Use when designing tests, writing test cases, or planning test strategy for a module. Covers unit, integration, and e2e layering.
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tilt
Use when checking deployment health, investigating errors, reading logs, or working with Tiltfiles. Queries Tilt resource status, logs, and manages dev environments.
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tiltup
Use when starting tilt, debugging Tiltfile errors, or bootstrapping a dev environment. Starts Tilt in zmx, monitors bootstrap to healthy state, fixes Tiltfile bugs without hard-coding or fallbacks.
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typescript-best-practices
Use when reading or writing TypeScript or JavaScript files (.ts, .tsx, .js, tsconfig.json).
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web-fetch
Fetches web content as clean markdown by preferring markdown-native responses and falling back to selector-based HTML extraction. Use for documentation, articles, and reference pages at http/https URLs. Use when this capability is needed.
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zig-best-practices
Use when reading or writing Zig files (.zig, build.zig, build.zig.zon).
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ci-cd-ops
CI/CD pipeline patterns with GitHub Actions, release automation, and testing strategies. Use for: github actions, workflow, CI, CD, pipeline, deploy, release, semantic release, changesets, goreleaser, matrix, cache, secrets, environment, artifact, reusable workflow, composite action. Use when this capability is needed.
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claude-code-debug
Troubleshoot Claude Code extensions and behavior. Triggers on: debug, troubleshoot, not working, skill not loading, hook not running, agent not found. Use when this capability is needed.
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claude-code-headless
Run Claude Code programmatically without interactive UI. Triggers on: headless, CLI automation, --print, output-format, stream-json, CI/CD, scripting. Use when this capability is needed.
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claude-code-hooks
Claude Code hook system for pre/post tool execution. Triggers on: hooks, PreToolUse, PostToolUse, hook script, tool validation, audit logging. Use when this capability is needed.
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code-stats
Analyze codebase with tokei (fast line counts by language) and difft (semantic AST-aware diffs). Get quick project overview without manual counting. Triggers on: how big is codebase, count lines of code, what languages, show semantic diff, compare files, code statistics. Use when this capability is needed.
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container-orchestration
Docker and Kubernetes patterns. Triggers on: Dockerfile, docker-compose, kubernetes, k8s, helm, pod, deployment, service, ingress, container, image. Use when this capability is needed.
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data-processing
Process JSON with jq and YAML/TOML with yq. Filter, transform, query structured data efficiently. Triggers on: parse JSON, extract from YAML, query config, Docker Compose, K8s manifests, GitHub Actions workflows, package.json, filter data. Use when this capability is needed.
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doc-scanner
Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance. Auto-activates when user asks to review, understand, or explore a codebase, when starting work in a new project, when asking about conventions or agents, or when documentation context would help. Can consolidate multiple platform docs into unified AGENTS.md. Use when this capability is needed.
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explain
Deep explanation of complex code, files, or concepts. Routes to expert agents, uses structural search, generates mermaid diagrams. Triggers on: explain, deep dive, how does X work, architecture, data flow. Use when this capability is needed.
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file-search
Modern file and content search using fd, ripgrep (rg), and fzf. Triggers on: fd, ripgrep, rg, find files, search code, fzf, fuzzy find, search codebase. Use when this capability is needed.
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introspect
Analyze Claude Code session logs and surface productivity improvements. Extracts thinking blocks, tool usage stats, error patterns, debug trajectories - then generates friendly, actionable recommendations. Triggers on: introspect, session logs, trajectory, analyze sessions, what went wrong, tool usage, thinking blocks, session history, my reasoning, past sessions, what did I do, how can I improve. Use when this capability is needed.
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markitdown
Convert local documents to Markdown using Microsoft's markitdown CLI. Best for: PDF, Word, Excel, PowerPoint, images (OCR), audio. Can fetch URLs but Jina is faster for web. Triggers on: convert to markdown, read PDF, parse document, extract text from, docx, xlsx, pptx, OCR image, local file. Use when this capability is needed.
Repository SourceNeeds Review
migrate-ops
Framework and language migration patterns - version upgrades, breaking changes, dependency audit, safe rollback. Use for: migrate, migration, upgrade, version bump, breaking changes, deprecation, dependency audit, npm audit, pip-audit, codemod, jscodeshift, rector, rollback, semver, changelog, framework upgrade, language upgrade, React 19, Vue 3, Next.js App Router, Laravel 11, Angular, Python 3.12, Node 22, TypeScript 5, Go 1.22, Rust 2024, PHP 8.4. Use when this capability is needed.
Repository SourceNeeds Review
python-env
Fast Python environment management with uv (10-100x faster than pip). Triggers on: uv, venv, pip, pyproject, python environment, install package, dependencies. Use when this capability is needed.
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review
Code review with semantic diffs, expert routing, and auto-TaskCreate. Triggers on: code review, review changes, check code, review PR, security audit. Use when this capability is needed.
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setperms
Set tool permissions for Claude Code. Configures allowed commands, rules, and preferences in .claude/ directory. Triggers on: setperms, init tools, configure permissions, setup project, set permissions, init claude. Use when this capability is needed.
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spawn
Generate PhD-level expert agent prompts for Claude Code. Creates comprehensive 500-1000 line agents with detailed patterns, code examples, and best practices. Triggers on: spawn agent, create agent, generate expert, new agent, agent genesis. Use when this capability is needed.
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sqlite-ops
Patterns for SQLite databases in Python projects - state management, caching, and async operations. Triggers on: sqlite, sqlite3, aiosqlite, local database, database schema, migration, wal mode. Use when this capability is needed.
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structural-search
Search code by AST structure using ast-grep. Find semantic patterns like function calls, imports, class definitions instead of text patterns. Triggers on: find all calls to X, search for pattern, refactor usages, find where function is used, structural search, ast-grep, sg. Use when this capability is needed.
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task-runner
Run project commands with just. Check for justfile in project root, list available tasks, execute common operations like test, build, lint. Triggers on: run tests, build project, list tasks, check available commands, run script, project commands. Use when this capability is needed.
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techdebt
Technical debt detection and remediation. Run at session end to find duplicated code, dead imports, security issues, and complexity hotspots. Triggers: 'find tech debt', 'scan for issues', 'check code quality', 'wrap up session', 'ready to commit', 'before merge', 'code review prep'. Always uses parallel subagents for fast analysis. Use when this capability is needed.
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testgen
Generate tests with expert routing, framework detection, and auto-TaskCreate. Triggers on: generate tests, write tests, testgen, create test file, add test coverage. Use when this capability is needed.
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tool-discovery
Recommend the right agents and skills for any task. Covers both heavyweight agents (Task tool) and lightweight skills (Skill tool). Triggers on: which agent, which skill, what tool should I use, help me choose, recommend agent, find the right tool. Use when this capability is needed.
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unfold-admin
Django Unfold admin theme - build, configure, and enhance modern Django admin interfaces with Unfold. Use when working with: (1) Django admin UI customisation or theming, (2) Unfold ModelAdmin, inlines, actions, filters, widgets, or decorators, (3) Admin dashboard components and KPI cards, (4) Sidebar navigation, tabs, or conditional fields, (5) Any mention of 'unfold', 'django-unfold', or 'unfold admin'. Covers the full Unfold feature set: site configuration, actions system, display decorators, filter types, widget overrides, inline variants, dashboard components, datasets, sections, theming, and third-party integrations. Use when this capability is needed.
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vue-ops
Vue 3 development patterns, Composition API, Pinia state management, Vue Router, and Nuxt 3. Use for: vue, vuejs, composition api, pinia, vue router, nuxt, nuxt3, script setup, composable, reactive, defineProps, defineEmits, defineModel, v-model, provide inject, vue3. Use when this capability is needed.
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design-lab
Conduct design interviews, generate five distinct UI variations in a temporary design lab, collect feedback, and produce implementation plans. Use when the user wants to explore UI design options, redesign existing components, or create new UI with multiple approaches to compare. Use when this capability is needed.
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agentic-orchestration
Defines the three-layer architecture for the "Agentic Framework" - a meta-layer that surrounds an Application Layer with a Skills Layer in between, providing production-grade controls for AI agents. Use this skill when designing, explaining, or implementing agentic systems that require robust orchestration, domain capabilities, and safety controls. Use when this capability is needed.
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bnsql
Execute SQL queries against Binary Ninja databases with bnsql (direct CLI, HTTP, MCP). Use when this capability is needed.
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idasql
Execute SQL queries against IDA databases with idasql (direct CLI, HTTP, MCP). Use when this capability is needed.
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moltpay
Payment and wallet capabilities for AI agents. Send gasless crypto transactions, register on-chain identity, and verify on MoltBook. Use when this capability is needed.
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agent-economy-skill
Gives the agent a wallet (Coinbase/0xGasless) and identity (ERC-8004) to perform financial transactions. Use when this capability is needed.
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add-agent
Guides adding a new agent to OpenClaw Mission Control with explicit SOUL/HEARTBEAT and skill content. Use when adding a new agent role, seed roster member, or when updating agent defaults and skills. Use when this capability is needed.
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address-github-pr-comments
Address GitHub PR Comments Use when this capability is needed.
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code-review-checklist
Code Review Use when this capability is needed.
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deslop
Remove AI code slop Use when this capability is needed.
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fix-merge-conflict
Fix all merge conflicts on the current Git branch non-interactively Use when this capability is needed.
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run-tests-and-fix
Run Tests and Fix Failures Use when this capability is needed.
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continuous-learning
| Use when this capability is needed.
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ride
Analyze codebase to extract reality into Loa artifacts Use when this capability is needed.
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analyzing-gaps
Compare user expectations (UTCs) with code reality to identify gaps. Use when you need to understand discrepancies between what users expect and what code actually does. Use when this capability is needed.
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filing-gaps
Create GitHub/Linear issues from gap analysis reports with proper taxonomy labels. Use when you need to file a gap as a trackable issue. Use when this capability is needed.
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shaping-journeys
List user canvases and shape common patterns into journey definitions. Use when consolidating user research into testable user flows. Use when this capability is needed.
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loa
Agent-driven development framework that orchestrates the complete product lifecycle using specialized AI agents. Use this skill when users want to plan projects, architect systems, implement sprints, review code, or audit security using the Loa methodology. The Loa framework is installed at /root/loa and can be mounted onto any project. Use when this capability is needed.
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qmd
Local markdown search engine for knowledge bases, notes, and documentation. Combines BM25 full-text search, vector semantic search, and LLM re-ranking. Use when searching through markdown notes, retrieving documents, or managing knowledge collections. Use when this capability is needed.
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cloudflare-browser
Control headless Chrome via Cloudflare Browser Rendering CDP WebSocket. Use for screenshots, page navigation, scraping, and video capture when browser automation is needed in a Cloudflare Workers environment. Requires CDP_SECRET env var and cdpUrl configured in browser.profiles. Use when this capability is needed.
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discord
Use when you need to control Discord from OpenClaw via the discord tool: send messages, react, post or upload stickers, upload emojis, run polls, manage threads/pins/search, create/edit/delete channels and categories, fetch permissions or member/role/channel info, or handle moderation actions in Discord DMs or channels.
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agent-browser
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
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glyph
Generate or validate UI with design physics Use when this capability is needed.
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physics-reference
Design physics tables and timing rationale Use when this capability is needed.
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rigor
Validate data correctness in web3 components Use when this capability is needed.
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sigil
Capture taste preferences for design physics Use when this capability is needed.
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ui-skills
UI quality enforcement skills from ibelick/ui-skills. Prevents AI-generated interface slop. Use when this capability is needed.
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vercel-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.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements. Use when this capability is needed.
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market-regimes
Market regime detection and regime-specific trading strategies. Use when analyzing market conditions to select appropriate strategy. Use when this capability is needed.
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trading-wisdom
Core trading insights learned from Agent Arena competition. Use when making any trading decision to apply institutional knowledge. Use when this capability is needed.
Repository SourceNeeds Review
arbitrum-dapp-skill
Arbitrum dApp development with Stylus (Rust), Solidity, Foundry, nitro-devnode, and viem frontend. Use when this capability is needed.
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rigorous-coding
Rigorous coding standards. Pre-implementation checklist, error handling, state management, naming, verification. Use when this capability is needed.
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rust-patterns
Rust and Anchor/Solana patterns. Account validation, PDA derivation, CPI security, error handling. Use when this capability is needed.
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smart-contract-audit
Pre-deployment smart contract audit checklist. Static analysis, access control, reentrancy, economic vectors. Use when this capability is needed.
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solidity-security
Solidity security. Reentrancy/CEI, access control, integer safety, oracle manipulation, flash loans, gas. Use when this capability is needed.
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web3-eip-reference
EIP/ERC lookup. Top 50 Ethereum standards inline (ERC-20, 721, 1155, 4626, EIP-4337, 712, 1559). Use when this capability is needed.
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web3-foundry
Foundry toolchain. forge build/test/deploy, cast interaction, anvil local node, cheatcodes, scripts. Use when this capability is needed.
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web3-frontend
Web3 frontend. wagmi/viem wallet connection, transaction UX, BigNumber display, chain switching, ENS. Use when this capability is needed.
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web3-hardhat
Hardhat toolchain. Config, ethers.js testing, Ignition deployment, coverage, fork testing, verification. Use when this capability is needed.
Repository SourceNeeds Review
megaeth-developer
MegaETH development. eth_sendRawTransactionSync, gas model, storage optimization, MegaNames, Warren, ERC-7710. Use when this capability is needed.
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web3-monad
Monad L1 development. 400ms blocks, parallel execution, gas-limit charging, opcode repricing, staking, deploy. Use when this capability is needed.
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polymarket
Polymarket CLOB integration. Auth, orders, orderbook, WebSocket, CTF operations, bridge, gasless trading. Use when this capability is needed.
Repository SourceNeeds Review
web3-privy
Privy auth SDK. Wallet login, embedded wallets, social login, server verification, wagmi integration. Use when this capability is needed.
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web3-solana-simd
Solana SIMD lookup. Key improvement proposals, accounts model, PDAs, CPIs, rent mechanics. Use when this capability is needed.
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web3-solidity-patterns
Solidity design patterns. Factory, Proxy (UUPS/Diamond), access control, pull payments, events. Use when this capability is needed.
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clawdtm-moderator
Moderate ClawdTM skills - hide malicious content, set verified status. Use when this capability is needed.
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clawdtm-review
Review and rate OpenClaw skills on ClawdTM. See what humans and AI agents recommend. Use when this capability is needed.
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rig-migrate
> Use when this capability is needed.
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rig
> Use when this capability is needed.
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ci-cd-github-actions
When setting up, debugging, or optimizing CI/CD pipelines. Use when the user mentions 'GitHub Actions,' 'CI/CD,' 'workflow,' 'pipeline,' 'deploy,' 'release automation,' 'build failing,' 'tests not running in CI,' or needs to automate testing, building, or deployment processes. Use when this capability is needed.
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trails
Integrate Trails cross-chain infrastructure — Widget, Headless SDK, or Direct API Use when this capability is needed.
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architect
Design systems, plan implementations, review architecture decisions - Use when you need to plan a complex feature, design system architecture, or make high-level technical decisions. Use when this capability is needed.
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coder
Write, edit, and refactor code with full tool access - Use when you need to actually write or modify code, create files, run commands, or implement features. Use when this capability is needed.
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docs
Research documentation, find examples, explain APIs and libraries - Use when you need to look up official documentation, find code examples, understand library APIs, or research best practices. Use when this capability is needed.
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explorer
Quickly search and navigate the codebase - Use when you need to quickly find files, search for patterns, or locate specific code without deep analysis. Use when this capability is needed.
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linear
Linear issue tracking integration - Create, update, and manage Linear issues and projects using the GraphQL API Use when this capability is needed.
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vision
Analyze images, screenshots, diagrams, and visual content - Use when you need to understand visual content like screenshots, architecture diagrams, UI mockups, or error screenshots. Use when this capability is needed.
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configure
Configure mem0 API key and settings for this project. Use when the user wants to set up mem0, configure memory settings, or add their API key. Use when this capability is needed.
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status
Check mem0 configuration status and test the connection. Use when the user wants to verify mem0 is working, check their API key, or see stored memories. Use when this capability is needed.
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ui-automation
> Use when this capability is needed.
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visual-testing
> Use when this capability is needed.
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lovable
| Use when this capability is needed.
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yolo
| Use when this capability is needed.
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ai-creative-strategist
Research-powered creative strategy with visual previews. Use when you need to figure out WHAT to create before creating it. Researches competitors, captures references, generates visual direction previews, and outputs comprehensive briefs. Triggers on: creative strategy, what visuals should I create, creative brief, visual direction. Outputs briefs with actual preview images for feedback. Use when this capability is needed.
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ai-image-generation
Execute AI image generation with optimal quality. Use when you need to generate images via Replicate API. Triggers on: generate image, create visual, product shot. Outputs generated images for feedback and iteration. Use when this capability is needed.
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ai-product-photo
Specialized skill for AI product photography. Use when you need professional product shots, hero images, lifestyle photography, or e-commerce visuals. Triggers on: product shot, hero image, e-commerce photo. Outputs production-ready product photography. Use when this capability is needed.
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ai-product-video
Specialized skill for AI product video generation. Use when you need product reveals, animated product shots, hero video banners, or e-commerce video content. Triggers on: product video, product reveal, animate product, hero video. Outputs professional product videos. Use when this capability is needed.
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ai-social-graphics
Specialized skill for social media graphics and thumbnails. Use when you need Instagram posts, YouTube thumbnails, LinkedIn graphics, Twitter images, or ad creatives. Triggers on: social graphic, Instagram post, YouTube thumbnail, LinkedIn image. Outputs platform-optimized graphics. Use when this capability is needed.
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ai-talking-head
Specialized skill for AI talking head and lip-sync video generation. Use when you need presenter videos, UGC-style content, or lip-synced avatars. Triggers on: talking head, presenter video, lip sync, UGC video. Outputs professional talking head videos. Use when this capability is needed.
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excalidraw
Generate architecture diagrams as .excalidraw files from codebase analysis. Use when the user asks to create architecture diagrams, system diagrams, visualize codebase structure, or generate excalidraw files. Use when this capability is needed.
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nanobanana-skill
Generate or edit images using Google Gemini API via nanobanana. Triggers: "nanobanana", "generate image", "create image", "edit image", "AI drawing", "图片生成", "AI绘图", "图片编辑", "生成图片". Use when this capability is needed.
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coding-standards
Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development. Use when this capability is needed.
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frontend-patterns
Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices. Use when this capability is needed.
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project-guidelines-example
This is an example of a project-specific skill. Use this as a template for your own projects. Use when this capability is needed.
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tdd-workflow
Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
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flux-gitops
| Use when this capability is needed.
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go-development
This skill should be used when the user is working with Go projects (go.mod, *.go files), asking about "Go patterns", "Go architecture", "services", "repositories", or mentions "Go development", "Go project", "Go handlers", "Go testing". Use when this capability is needed.
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helm-chart-developer
| Use when this capability is needed.
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geo-content-optimizer
Optimizes content for Generative Engine Optimization (GEO) to increase chances of being cited by AI systems like ChatGPT, Claude, Perplexity, and Google AI Overviews. Makes content AI-friendly while maintaining SEO value. Use when this capability is needed.
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lighthouse-audit
Run Lighthouse performance audits against locally served pages and summarize key metrics. Use when the user asks to check Lighthouse scores, Core Web Vitals, or performance regressions for new or specified routes (local dev/preview), or to complement DevTools MCP performance traces. Use when this capability is needed.
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seo-content-writer
Creates high-quality, SEO-optimized content that ranks in search engines. Applies on-page SEO best practices, keyword optimization, and content structure for maximum visibility and engagement.
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shipany-quick-start
Automate first-pass customization of a new ShipAny (ShipAny Two) project from a short project brief (app name, domain/app URL, product description/features, reference links, and branding preferences). Use when the user says they are starting a new project. Use when this capability is needed.
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cpp20-skill-creator
Use when creating skills for C++20 standard library features, language constructs, remote third-party libraries, or local C++ projects. Keywords: create C++20 skill, create std skill C++, create concept skill, create local C++ skill, 创建 C++20 skill, 创建标准库技能, 创建 concept 技能, 本地库生成 skill, 动态 C++ skill, skill for ranges, skill for coroutines, skill for concepts, generate C++ skill from local path, C++20 技能, 从文档创建 skill, from docs create C++ skill
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m05-type-driven
Mastering C++ Type-Driven Design. Triggers: strong types, phantom types, type state pattern, builder pattern, invalid state unrepresentable. Use when this capability is needed.
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m06-error-handling
Mastering C++ Error Handling. Triggers: exceptions, try-catch, noexcept, std::expected, std::optional, error codes, assert, terminate. Use when this capability is needed.
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m09-domain
Mastering C++ Domain Modeling (DDD). Triggers: Entity, Value Object, Aggregate, Repository, Pimpl, Class Design, Invariant. Use when this capability is needed.
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creating-agents
Use this skill when creating custom Claude Code subagents, designing agent configurations, deciding between agent scopes (user vs project), configuring tool restrictions, or setting up lifecycle hooks. Helps design focused agents with appropriate capabilities.
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gdscript-coding
GDScript coding conventions for this Godot project. Enforces type safety, variable shadowing checks, I* interface pattern, naming conventions (_ prefix for unused params), Log.assert_crash usage, and value-type null avoidance. Use when writing, reviewing, or refactoring GDScript code (.gd files). Use when this capability is needed.
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enforcing-lgf
Enforces Logic Game Framework conventions for inkmon-godot GDScript code. Covers Actor lifecycle, shared Action/Condition/Cost statelessness, AbilitySet/AttributeSet access, PreEventConfig Intent returns, Resolvers, and event system patterns. Use when writing or modifying GDScript that touches Actor, AbilitySet, Action, Condition, Cost, Resolver, PreEventConfig, or the event system. Use when this capability is needed.
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exploring-project
Provides project architecture overview including directory structure, module responsibilities, and tech stack. Activates when asking about project structure, modules, architecture, what this project does, directory layout, or code organization. (project)
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applying-linus-standards
| Use when this capability is needed.
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naming-typescript
>- Use when this capability is needed.
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git-commit
変更ファイルを適切な単位でコミット Use when this capability is needed.
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git-pr
プルリクエストを作成（未プッシュなら自動プッシュ、既存PRがあれば更新） Use when this capability is needed.
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review-response
GitHubのレビューコメントを確認して適切に対応 Use when this capability is needed.
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aws-agentcore
使用 AWS Bedrock AgentCore 构建 AI 代理。适用于在 AWS 基础设施上开发代理、创建工具使用模式、实现代理编排或与 Bedrock 模型集成。触发关键词：AgentCore, Bedrock Agent, AWS agent, Lambda tools, AWS AI 代理。 Use when this capability is needed.
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cloudflare
在 Cloudflare 边缘平台上构建和部署应用。适用于创建 Workers、Pages、D1 数据库、R2 存储、AI 推理或 KV 存储。触发关键词：Cloudflare, Workers, Cloudflare Pages, D1, R2, KV, Cloudflare AI, Durable Objects, edge computing, 边缘计算。 Use when this capability is needed.
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copilot-docs
使用自定义指令配置 GitHub Copilot。适用于设置 .github/copilot-instructions.md、自定义 Copilot 行为或创建仓库特定的 AI 指导。触发关键词：Copilot instructions, copilot-instructions.md, GitHub Copilot config, Copilot 配置。 Use when this capability is needed.
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fal-ai
使用 fal.ai 无服务器 AI 生成图像、视频和音频。适用于构建 AI 图像生成、视频生成、图像编辑或实时 AI 功能。触发关键词：fal.ai, fal, AI image generation, Flux, SDXL, real-time AI, serverless AI, AI 图像生成。 Use when this capability is needed.
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figma
集成 Figma API 实现设计自动化和代码生成。适用于提取设计令牌、从 Figma 组件生成 React/CSS 代码、同步设计系统、构建 Figma 插件或自动化设计转代码工作流。触发关键词：Figma API, design tokens, Figma plugin, design-to-code, Figma export, Figma component, Dev Mode, 设计系统。 Use when this capability is needed.
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github-trending
获取和展示 GitHub 热门仓库和开发者。适用于构建展示热门仓库的仪表盘、发现流行项目或跟踪 GitHub 趋势。触发关键词：GitHub trending, trending repos, popular repositories, GitHub discover, GitHub 热门, 热门仓库。 Use when this capability is needed.
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langchain
使用 LangChain 和 LangGraph 构建 LLM 应用。适用于创建 RAG 管道、Agent 工作流、链式调用或复杂的 LLM 编排。触发关键词：LangChain, LangGraph, LCEL, RAG, retrieval, agent chain, 大语言模型。 Use when this capability is needed.
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mobile-responsiveness
构建响应式移动优先 Web 应用。适用于实现响应式布局、触摸交互、移动导航或针对不同屏幕尺寸优化。触发关键词：responsive design, mobile-first, breakpoints, touch events, viewport, 响应式, 移动端。 Use when this capability is needed.
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mongodb
使用最佳实践操作 MongoDB 数据库。适用于设计模式、编写查询、构建聚合管道或优化性能。触发关键词：MongoDB, Mongoose, NoSQL, aggregation pipeline, document database, MongoDB Atlas, 文档数据库。 Use when this capability is needed.
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nano-banana-pro
使用 Google 的 Nano Banana Pro（Gemini 3 Pro Image）生成图像。适用于通过 Gemini API 生成 AI 图像、创建专业视觉效果或构建图像生成功能。触发关键词：Nano Banana Pro, Gemini 3 Pro Image, gemini-3-pro-image-preview, Google image generation, Gemini 图像生成。 Use when this capability is needed.
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railway
在 Railway 平台上部署应用。适用于部署容器化应用、设置数据库、配置私有网络或管理 Railway 项目。触发关键词：Railway, railway.app, deploy container, Railway database, 容器部署。 Use when this capability is needed.
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shabbat-times
通过 Hebcal API 访问犹太日历数据和安息日时间。适用于构建包含安息日时间、犹太节日、希伯来日期或 Zmanim 的应用。触发关键词：Shabbat times, Hebcal, Jewish calendar, Hebrew date, Zmanim, 犹太日历。 Use when this capability is needed.
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vercel
在 Vercel 上部署和配置应用。适用于部署 Next.js 应用、配置 Serverless 函数、设置 Edge 函数或管理 Vercel 项目。触发关键词：Vercel, deploy, serverless, edge function, Next.js deployment, 部署。 Use when this capability is needed.
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web-accessibility
遵循 WCAG 指南构建无障碍 Web 应用。适用于实现 ARIA 模式、键盘导航、屏幕阅读器支持或确保无障碍合规性。触发关键词：accessibility, a11y, WCAG, ARIA, screen reader, keyboard navigation, 无障碍, 可访问性。 Use when this capability is needed.
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agent-cross-review
Structured cross-review protocol between specialized agents. Ensures scope alignment, priority calibration, and domain-aware feedback. Use when one agent reviews another's work, during handoffs, or when validating cross-cutting concerns. Use when this capability is needed.
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architecture
System architecture analysis and design. Validates architecture patterns, generates dependency graphs, and evaluates module boundaries. Use when analyzing structure, checking layer compliance, or making design decisions. Use when this capability is needed.
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agentuity-cli-cloud-storage-get
Show details about a specific storage bucket. Requires authentication. Use for Agentuity cloud platform operations Use when this capability is needed.
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ci-pipeline
GitHub Actions CI/CD pipelines with caching, matrix builds, and deployment strategies. Focuses on build speed, reliability, and security. Use when creating or optimizing CI/CD workflows, debugging pipeline failures, or implementing deployment automation. Use when this capability is needed.
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code-review
Systematic code review with security, performance, and architecture analysis. Provides actionable fix suggestions and GitHub PR integration. Use when reviewing PRs, validating code changes, or checking code quality. Use when this capability is needed.
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code-search
Token-efficient codebase exploration using MCP-first approach. Locates functions, classes, patterns, and traces dependencies with 80-90% token savings. Use when searching code, finding implementations, or tracing call chains. Use when this capability is needed.
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context-synthesis
Token-efficient context gathering and synthesis from multiple sources (memory, docs, web). Orchestrates MCP tools to build comprehensive context before analysis or interviews. Use when starting discovery, research, or analysis tasks. Use when this capability is needed.
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doc-search
Token-efficient documentation search using Serena Document Index. 90%+ token savings vs reading full files. Use BEFORE reading README.md or docs/ files. Triggers on architecture questions, pattern lookups, and project-specific documentation needs. Use when this capability is needed.
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documentation
Technical documentation generation and maintenance. Creates API docs, code comments, READMEs, and changelogs. Use when documenting code, APIs, or creating project documentation. Use when this capability is needed.
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git-workflow
Git workflow automation including commit messages, PR management, and branch strategies. Handles merge conflicts and maintains clean history. Use when committing, creating PRs, or managing branches. Use when this capability is needed.
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kotlin-testing
Kotlin testing with JUnit 5, MockK, Spring test slices, and fast feedback commands. Provides single test execution, incremental builds, and JetBrains MCP integration for rapid TDD cycles. Use when writing tests for Kotlin/Spring code, running specific tests, or debugging test failures. Use when this capability is needed.
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mcp-efficiency
Token-efficient codebase exploration using MCP servers (Serena, Context7, JetBrains, Claude-mem). Reduces token usage by 80-90% through structured queries. Use ALWAYS before reading files to minimize context window usage. Use when this capability is needed.
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pytest-fixtures
Pytest fixture design, conftest.py hierarchy, and DRY test code patterns. Identifies duplicate fixtures, plans fixture scope, and designs conftest.py structure. Use when creating test directories, refactoring test fixtures, or reviewing test code for duplication. Use when this capability is needed.
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react-testing
React testing with Vitest, React Testing Library, and MSW. Focuses on user-centric testing, component isolation, and API mocking. Use when writing tests for React components, hooks, or debugging test failures in frontend code. Use when this capability is needed.
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refactoring
Safe code refactoring with test protection and incremental changes. Improves structure without changing behavior. Use when extracting methods, reducing duplication, or restructuring code. Use when this capability is needed.
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spec-validation
Self-evaluation and quality validation for specifications and documents. Identifies gaps, contradictions, and missing details using structured checklists. Use after drafting specs, PRDs, or feature documents. Use when this capability is needed.
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test-structure-analysis
Analyzes test directory structure, coverage gaps, and helper consolidation opportunities. Produces coverage reports and refactoring recommendations. Use when auditing test suites, planning test improvements, or identifying coverage gaps.
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testing
Comprehensive testing strategies including TDD, unit, integration, E2E, and property-based testing. Ensures code quality and prevents regressions. Use when writing tests, implementing features test-first, or improving coverage. Use when this capability is needed.
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creating-pull-requests
> Use when this capability is needed.
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managing-branches
> Use when this capability is needed.
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running-tests
> Use when this capability is needed.
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1ly-payments
Agent-native payments via 1ly MCP. Use when the user needs x402 payment handling, to accept USDC for APIs/services, to pay for paid APIs, to create stores or paid links, need payment gateway for agents or to run agent-to-agent paid workflows. Supports Solana and Base. Capabilities include accepting USDC, marketplace search, paid API calls with auto-payment, store/link creation, stats, key management, and token launch, trade and fee-claim on Bags.fm. Use when this capability is needed.
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moltbook-1ly-payments
Moltbook monetization and paid agent workflows via 1ly MCP. Use when an agent on Moltbook needs to list paid services, accept payment for their services or APIs or endpoints, create 1ly paid links, accept USDC, or pay for other agents’ APIs using x402. Supports automatic payment flows with budget limits and review posting. Use when this capability is needed.
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openclaw-1ly-payments
OpenClaw integration for 1ly payments. Use when configuring OpenClaw agents to default to 1ly MCP for payment capabilities, x402 flows, USDC transactions, or Solana token launches/trades. Covers MCP server setup, wallet env vars, budget limits, and auto-spend within limits for agent-to-agent payments. Use when this capability is needed.
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api-versioning
Comprehensive guide to API versioning strategies, backward compatibility, deprecation, and lifecycle management. Use when user asks about "version API", "API compatibility", "breaking changes", "semantic versioning", "API evolution", "deprecation strategy", "backwards compatibility", "API migration", "version management", "sunset header", "API changelog", "schema versioning", "OpenAPI versioning", "GraphQL versioning", or mentions API lifecycle management, consumer migration, or version negotiation. Use when this capability is needed.
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authentication-patterns
Comprehensive authentication and authorization implementation guide. Use when the user asks about JWT tokens, OAuth 2.0 flows, session management, API key auth, SSO setup, SAML, OIDC, password hashing, multi-factor authentication, CSRF protection, token storage, CORS headers, rate limiting auth endpoints, bearer tokens, refresh tokens, OAuth scopes, identity providers, user permissions, role-based access control, attribute-based access control, or any authentication and authorization architecture, implementation, or security patterns. Use when this capability is needed.
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aws-cli
AWS CLI v2 mastery for S3, EC2, Lambda, IAM, CloudFormation, ECS, RDS, CloudWatch, SQS, SNS, Route 53, Secrets Manager, Parameter Store, and cost management. Use when user asks to "upload to S3", "launch EC2", "deploy Lambda", "configure AWS", "AWS profiles", "check AWS resources", "deploy stack", "create alarm", "manage secrets", "AWS costs", "presigned URL", "assume role", "SSO login", or any AWS command-line task. Use when this capability is needed.
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changelog
Changelog generation, release notes, semantic versioning, and release management. Use when user asks to "write a changelog", "generate release notes", "bump version", "follow conventional commits", "create a release", "update CHANGELOG.md", "write migration guide", "document breaking changes", "set up automated releases", "configure semantic-release", "add deprecation notice", "keep a changelog", "version a project", "squash commits before release", "manage pre-releases", "automate versioning", or any versioning, changelog automation, release notes, and release documentation tasks. Use when this capability is needed.
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gh-cli
GitHub CLI (gh) reference for authentication, repos, pull requests, issues, code review, Actions, releases, gists, API calls, search, aliases, extensions, codespaces, and configuration. Use when the user asks to create or manage PRs, issues, releases, workflows, gists, repos, or any GitHub operation from the terminal. Use when this capability is needed.
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git-advanced
Advanced Git operations including rebase, cherry-pick, bisect, reflog, and recovery. Use when user asks to "rebase branch", "cherry-pick commit", "find bug with bisect", "recover lost commit", "squash commits", "fix git history", "interactive rebase", or any advanced git tasks. Use when this capability is needed.
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git-hooks
Git hooks setup with Husky, lint-staged, lefthook, and native hooks for automated code quality. Use when user asks to "setup pre-commit hooks", "add husky", "lint on commit", "format before commit", "run tests on push", "setup git hooks", "validate commit messages", "enforce conventional commits", "detect secrets in commits", "configure lefthook", "share git hooks", "core.hooksPath", "hook bypass", "debug git hooks", or automate code quality checks. Use when this capability is needed.
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github-actions
GitHub Actions CI/CD mastery for workflows, matrix builds, caching, secrets, and reusable actions. Use when user asks to "set up CI", "create a workflow", "add GitHub Actions", "matrix builds", "cache dependencies", "deploy with actions", "reusable workflows", or any CI/CD pipeline tasks. Use when this capability is needed.
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graphql
GraphQL schema design, queries, mutations, and tooling. Use when user asks to "write a GraphQL schema", "create a query", "add a mutation", "set up Apollo", "GraphQL resolver", "type definitions", or any GraphQL tasks. Use when this capability is needed.
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kubernetes
Kubernetes and kubectl mastery for deployments, services, pods, debugging, and cluster management. Use when user asks to "deploy to k8s", "create deployment", "debug pod", "kubectl commands", "scale service", "check pod logs", "create ingress", or any Kubernetes tasks. Use when this capability is needed.
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creating-skills
Use this skill when creating new Claude Code skills from scratch, editing existing skills to improve their descriptions or structure, or converting Claude Code sub-agents to skills. This includes designing skill workflows, writing SKILL.md files, organizing supporting files with intention-revealing names, and leveraging CLI tools and Node.js scripting.
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mcp-setup
Model Context Protocol (MCP) server setup, configuration, and custom server development for Claude Code, Claude Desktop, Cursor, and VS Code. Use when asked to "setup MCP", "configure MCP server", "add MCP tools", "connect to MCP", "create MCP server", "build MCP tool", "debug MCP", "MCP transport", "MCP authentication", "MCP inspector", "list MCP servers", or integrate external tools via MCP protocol. Use when this capability is needed.
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microservices-architecture
Microservices architecture patterns, trade-offs, and implementation guidance. Use when user asks about service decomposition, bounded contexts, API gateways, distributed transactions, saga pattern, circuit breaker, service mesh, event-driven architecture, CQRS, event sourcing, message brokers, service discovery, distributed tracing, contract testing, strangler fig migration, polyglot persistence, eventual consistency, inter-service communication, or any microservices design, operational concerns, and architectural decisions. Use when this capability is needed.
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monitoring-observability
Production monitoring, observability, and incident response practices. Use when the user asks about structured logging, distributed tracing, metrics collection, Prometheus, Grafana dashboards, log aggregation, ELK or Loki, alerting strategy, SLIs and SLOs, error budgets, health checks, RED or USE method, uptime monitoring, synthetic checks, incident response, postmortems, runbooks, on-call rotations, alert fatigue, monitoring infrastructure, APM (application performance monitoring), observability signals, cardinality explosion, or designing an observability stack. Use when this capability is needed.
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pytest
Python testing mastery with pytest, fixtures, parametrize, mocking, and coverage. Use when user asks to "write tests", "add pytest fixtures", "mock a function", "parametrize tests", "run coverage", "debug failing test", "set up conftest", or any Python testing tasks. Use when this capability is needed.
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redis
Redis mastery for caching, data structures, pub/sub, streams, Lua scripting, clustering, and CLI operations. Use when user asks to "set up Redis", "cache data", "redis commands", "pub/sub", "redis data types", "session store", "rate limiting with Redis", "distributed lock", "redis streams", "redis cluster", "redis sentinel", "Lua scripting in Redis", "redis transactions", "redis persistence", "redis monitoring", or any Redis tasks. Use when this capability is needed.
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terraform
Terraform infrastructure as code for provisioning, modules, state management, and workspaces. Use when user asks to "create infrastructure", "write Terraform", "manage state", "create module", "import resource", "plan changes", or any IaC tasks. Use when this capability is needed.
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testing-strategies
Testing strategies, patterns, and methodologies across the full testing spectrum. Use when asked about unit tests, integration tests, e2e tests, test pyramid, mocking, test doubles, TDD, property-based testing, snapshot testing, test coverage, mutation testing, contract testing, performance testing, test data management, CI/CD testing, flaky tests, test anti-patterns, test organization, test isolation, test fixtures, test parameterization, or any testing strategy, approach, or methodology. Use when this capability is needed.
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web-performance
Web performance analysis and optimization across the full stack. Use when the user asks about Core Web Vitals, Lighthouse audits, page speed, load times, bundle size reduction, image optimization, caching strategies, code splitting, lazy loading, font loading, compression, CDN configuration, render-blocking resources, performance budgets, real user monitoring, synthetic monitoring, server-side rendering performance, Time to First Byte, First Contentful Paint, Largest Contentful Paint, Cumulative Layout Shift, or any aspect of making websites and web applications faster. Use when this capability is needed.
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fhir-hl7-validator
This skill should be used when the user asks to "validate FHIR resources", "check HL7 messages", "validate healthcare data format", "parse FHIR", "HL7 v2 messages", "FHIR R5 validation", "CDA documents", "healthcare data interchange", "FHIR resource schema", "HL7 specifications", or mentions FHIR validation, HL7 message parsing, CDA validation, healthcare data format compliance, or Fast Healthcare Interoperability Resources standards. Use when this capability is needed.
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healthcare-audit-logger
This skill should be used when the user asks to "generate audit logs", "create HIPAA audit trail", "log healthcare events", "configure audit logging", "track PHI access", "maintain compliance logs", "audit log format", "healthcare event logging", "access control logging", "authentication logging", "HIPAA logging requirements", or mentions HIPAA audit trails, healthcare event logging, compliance logging, PHI access tracking, authentication auditing, or §164.312(b) logging requirements. Use when this capability is needed.
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daisyui
CSS component library for Tailwind CSS 4 providing pre-built UI components with semantic class names. Use when building web interfaces with HTML/Tailwind that need: (1) Rapid UI development with consistent styling, (2) Accessible component patterns (buttons, forms, modals, etc.), (3) Theme-aware color systems that work across light/dark modes, (4) Responsive layouts with Tailwind utilities. Works with daisyUI v5+ which requires Tailwind CSS v4+. Use when this capability is needed.
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fetch-url-md
Fetch web content with automatic markdown version detection using curl. Use when Claude needs to retrieve documentation from websites that offer both HTML and markdown formats. First checks if a .md version exists (more efficient and cleaner), then falls back to HTML if unavailable. Ideal for fetching documentation from sites like ui.shadcn.com, GitHub wikis, or any documentation site that mirrors content in markdown format. Use when this capability is needed.
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inertia
Build modern monolith applications with Inertia.js - combining server-side frameworks (Laravel, Rails, etc.) with React/Vue/Svelte frontends without building APIs. Use when creating Inertia pages and layouts, working with Link component for navigation, building forms with Form component or useForm hook, handling validation and errors, managing shared data and props, implementing authentication and authorization, using manual visits with router, working with partial reloads, setting up persistent layouts, or configuring client-side setup. Use when this capability is needed.
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laravel-livewire
Full-stack Laravel framework for building dynamic, reactive interfaces using PHP without writing JavaScript. Use when creating or modifying Livewire components, implementing data binding with wire:model, working with lifecycle hooks, building forms with validation, handling events and parent-child communication, implementing file uploads/pagination/lazy loading, writing tests, or optimizing performance. Supports Laravel Livewire v4+ development. Keywords: Livewire, wire:model, wire:click, livewire component, Alpine.js integration, wire:submit, real-time validation, computed properties, Laravel Livewire. Use when this capability is needed.
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lucide-laravel
Lucide icon library integration for Laravel Blade templates. Use when working with Lucide icons in Laravel applications, Blade components with the x-lucide- prefix, icon styling with Tailwind CSS, dynamic icon rendering in Blade, or any Laravel view work requiring SVG icons. Keywords include lucide icons, blade icons, x-lucide, SVG icons Laravel, blade-lucide-icons, mallardduck/blade-lucide-icons. Use when this capability is needed.
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qa-agent-security
Use when you need QA-native agent security (taint tracking, capability tokens, deterministic obstructions) to gate tool execution or assess prompt-injection risk while working in this repo.
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qa-cartography
Use when working in `signal_experiments/` to build/query repo-wide forensic indices (forensics report, SQLite FTS, QA-certified datastore+views) and to keep `Documents/RESULTS_REGISTRY.md` evidence-linked and searchable.
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medium-posts-creator
Transform arbitrary text into well-structured Medium article drafts following a four-part structure: three variations of article title, Benefits from solution, Problem description, and Solution itself. Use when user requests: creating a Medium article from text, writing a blog post about a topic, transforming content into a Medium draft, or any request to transform text into a publishable article format. Includes Medium formatting guidelines, optional writing style suggestions, and enhancement tips for SEO, CTAs, and engagement. Use when this capability is needed.
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moru
Use this skill for Moru cloud sandbox concepts, CLI commands, and general guidance. Moru provides isolated Firecracker microVMs with dedicated CPU, memory, and filesystem for safe code execution. This skill covers: installing the Moru CLI, authenticating with `moru auth login`, creating sandboxes with `moru sandbox create`, running commands with `moru sandbox run`, managing templates with `moru template`, working with persistent volumes via `moru volume`, and understanding core concepts like sandboxes, templates, and volumes. Use this skill when users ask about Moru architecture, CLI usage, environment variables (MORU_API_KEY, MORU_ACCESS_TOKEN), resource limits, or when unsure which SDK to use. For writing Python code with sandboxes, use moru-python instead. For JavaScript/TypeScript code, use moru-javascript instead. Triggers on: 'moru cli', 'moru sandbox', 'moru template', 'moru volume', 'moru auth', 'install moru', 'what is moru', 'moru concepts'.
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ccxt
CCXT cryptocurrency trading library. Use for cryptocurrency exchange APIs, trading, market data, order management, and crypto trading automation across 150+ exchanges. Supports JavaScript/Python/PHP. Use when this capability is needed.
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claude-code-guide
Claude Code 高级开发指南 - 全面的中文教程，涵盖工具使用、REPL 环境、开发工作流、MCP 集成、高级模式和最佳实践。适合学习 Claude Code 的高级功能和开发技巧。 Use when this capability is needed.
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claude-cookbooks
Claude AI cookbooks - code examples, tutorials, and best practices for using Claude API. Use when learning Claude API integration, building Claude-powered applications, or exploring Claude capabilities. Use when this capability is needed.
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claude-skills
बिखरी हुई डोमेन सामग्री को एक ऐसे कौशल में बदलें जो पुन: प्रयोज्य, रखरखाव योग्य और विश्वसनीय रूप से सक्रिय हो: Use when this capability is needed.
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coingecko
CoinGecko API documentation - cryptocurrency market data API, price feeds, market cap, volume, historical data. Use when integrating CoinGecko API, building crypto price trackers, or accessing cryptocurrency market data. Use when this capability is needed.
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cryptofeed
Cryptofeed - Real-time cryptocurrency market data feeds from 40+ exchanges. WebSocket streaming, normalized data, order books, trades, tickers. Python library for algorithmic trading and market data analysis. Use when this capability is needed.
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postgresql
PostgreSQL database documentation - SQL queries, database design, administration, performance tuning, and advanced features. Use when working with PostgreSQL databases, writing SQL, or managing database systems. Use when this capability is needed.
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proxychains
Auto-detect network issues and force proxy usage with proxychains4. Use this skill when encountering connection timeouts, DNS failures, or blocked network access. Default proxy is http://127.0.0.1:9910 Use when this capability is needed.
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snapdom
snapDOM is a fast, accurate DOM-to-image capture tool that converts HTML elements into scalable SVG images. Use for capturing HTML elements, converting DOM to images (SVG, PNG, JPG, WebP), preserving styles, fonts, and pseudo-elements. Use when this capability is needed.
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notion-cli
> Use when this capability is needed.
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proton-mail-bridge
> Use when this capability is needed.
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deep-research
Conduct comprehensive deep research on any topic using Dify-powered workflow - searches documentation, academic papers, tutorials, APIs, best practices, and returns structured analysis with insights. Use when this capability is needed.
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pdf-analyze
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale. Use when this capability is needed.
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web-scrape
Intelligent web scraper with content extraction, multiple output formats, and error handling Use when this capability is needed.
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vscode-extensions
Guide for developing the Agent Lens VS Code extension. Use when creating or modifying extension code, webviews, tree views, or commands. Use when this capability is needed.
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coderabbit
Review uncommitted changes using the CodeRabbit CLI, fix each reported issue, and commit each fix individually. This skill should be used when the user wants an AI-powered code review of their changes before committing. Use when this capability is needed.
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go-professional
Comprehensive Go style, code review, and best practices guide based on Effective Go, Go Code Review Comments, and Google Go Style Guide. This skill should be used when writing, reviewing, or refactoring Go code to ensure it follows professional-grade conventions for naming, error handling, interfaces, concurrency, testing, and program structure. Use when this capability is needed.
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reviewing-changes
Quick review of uncommitted changes (staged and unstaged) focusing on bugs and logic mistakes. Use when a user wants a fast, high-level code review of their current working tree changes before committing. Use when this capability is needed.
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translating-skills-jp
Translate a skill's SKILL.md into Japanese and output it as SKILL.ja.md. Use when users want to translate a skill into Japanese, localize skills for Japanese speakers, or create Japanese versions of skills. Use when this capability is needed.
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updating-agent-rules
Update AGENTS.md based on the current state of the repository. Use when repository configuration, structure, or tooling has changed and AGENTS.md needs to reflect those changes. Use when this capability is needed.
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code-review-excellence
| Use when this capability is needed.
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clerk-authentication
name: Clerk Authentication Use when this capability is needed.
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clerk-crossmint-supabase-flow
name: Clerk-Crossmint-Supabase Integration Flow Use when this capability is needed.
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cloudflare-agents-sdk
name: Cloudflare Agents SDK Use when this capability is needed.
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cloudflare-mcp-development
name: Cloudflare MCP Development Use when this capability is needed.
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cloudflare-workers
name: Cloudflare Workers Development Use when this capability is needed.
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devnet-mainnet-safety
name: Devnet vs Mainnet Safety Use when this capability is needed.
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embedded-wallets
name: Crossmint Embedded Wallets Use when this capability is needed.
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nft-collections
name: Crossmint NFT Collections & Minting Use when this capability is needed.
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smart-wallets
name: Solana Smart Contract Wallets Use when this capability is needed.
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solana-cli-tools
name: Solana CLI Tools Use when this capability is needed.
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supabase-integration
name: Crossmint-Supabase Integration Flow Use when this capability is needed.
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project-setup-and-commands
Essential development commands for Tuist setup, build, and deployment Use when this capability is needed.
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swiftui-migration-patterns
SwiftUI migration guidelines, naming conventions, and component patterns Use when this capability is needed.
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orchestrator
AI coding orchestrator that optimizes for quality, speed, cost, and reliability by delegating to specialist agents. ALWAYS use this skill when user says "ultrawork", "ulw", "prowork", or "pw". Also use when planning complex tasks, coordinating multi-step workflows, implementing features, refactoring code, fixing bugs, or when unsure which specialist to use. Use when this capability is needed.
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simplify
Code complexity analysis and YAGNI enforcement. Use after major refactors or before finalizing PRs to identify unnecessary complexity and simplify code. Use when this capability is needed.
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agents-md
> Use when this capability is needed.
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db-naming-conventions
> Use when this capability is needed.
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e2e-bruno
> Use when this capability is needed.
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expo-environments
> Use when this capability is needed.
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flutter-atomic-design
> Use when this capability is needed.
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flutter-dartdoc
> Use when this capability is needed.
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flutter-navigation
> Use when this capability is needed.
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flutter-state-management
> Use when this capability is needed.
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flutter-tdd
> Use when this capability is needed.
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github-actions-nx
> Use when this capability is needed.
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go-api-docs
> Use when this capability is needed.
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go-docker-deploy
> Use when this capability is needed.
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go-grpc-services
> Use when this capability is needed.
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go-messaging
> Use when this capability is needed.
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go-observability
> Use when this capability is needed.
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go-service-bootstrap
> Use when this capability is needed.
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laws-of-ux
> Use when this capability is needed.
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local-dev-workflow
> Use when this capability is needed.
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mermaid-diagrams
> Use when this capability is needed.
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project-docs
> Use when this capability is needed.
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skill-sync
> Use when this capability is needed.
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ux-review
> Use when this capability is needed.
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terraform-conventions
> Use when this capability is needed.
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testing-strategy
> Use when this capability is needed.
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atomic-design
> Use when this capability is needed.
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clean-architecture
> Use when this capability is needed.
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git-tags
> Use when this capability is needed.
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react
> Use when this capability is needed.
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tensorflow-lite
> Use when this capability is needed.
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tsdoc-comments
> Use when this capability is needed.
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bubbletea
> Use when this capability is needed.
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golang
> Use when this capability is needed.
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typescript
> Use when this capability is needed.
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ios-repository-pattern
iOS Repository 패턴 정의. Protocol + Impl 구조 및 API enum + RequestType 확장 패턴으로 네트워크 레이어를 구현합니다. async/await와 Result 타입을 사용하며, 다른 iOS 프로젝트에서도 재사용 가능합니다. Use when this capability is needed.
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ios-viewmodel-test-generator
iOS ViewModel 유저 플로우 기반 테스트 코드 자동 생성. Given-When-Then 패턴으로 Input/Output 검증 테스트를 생성합니다. XCTest와 Combine을 사용하며, 다른 iOS 프로젝트에서도 재사용 가능합니다. Use when this capability is needed.
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smartthings-api
Use the SmartThings Public REST API and automation models (rules, scenes), including endpoints for devices, locations, rooms, capabilities, automations, subscriptions, and rules, based on official documentation. Use when this capability is needed.
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smartthings-cli
Use the SmartThings CLI to manage SmartApps, Edge drivers, devices, locations, capabilities, and automations, based on the official SmartThings CLI repository and documentation. Use when this capability is needed.
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smartthings-smartapps
Design, build, and troubleshoot SmartThings SmartApps (Connected Services), including app registration, lifecycles, configuration, subscriptions, scheduling, OAuth, hosting, testing, and troubleshooting using official docs. Use when this capability is needed.
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clean-code
Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments. Use when this capability is needed.
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finops-cloud-advisor-gcp-neon
Cost-aware engineering for Cloud Run, Neon Postgres, and Gemini API. Use when this capability is needed.
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tdd-master
Enforces Test-Driven Development with Jest for NestJS (Backend) and React (Frontend). Use when this capability is needed.
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frontend-developer-skill
Comprehensive frontend development specialist for building modern web applications with React, Vue, Angular, and modern tooling including state management, testing, and performance optimization Use when this capability is needed.
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pdf-skill
Expert in generating, parsing, and manipulating PDF documents using tools like PDFKit, PDF.js, and Puppeteer. Use when creating PDFs, extracting content, merging documents, or filling forms. Triggers include "PDF", "generate PDF", "parse PDF", "extract PDF", "merge PDF", "PDF form", "PDFKit". Use when this capability is needed.
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pptx-skill
Expert in creating, editing, and automating PowerPoint presentations using python-pptx and PptxGenJS. Use when generating slides programmatically, modifying presentations, or building report automation. Triggers include "PowerPoint", "PPTX", "slides", "presentation", "python-pptx", "PptxGenJS", "slide deck". Use when this capability is needed.
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apply-ppf
Apply PPF (Pension Protection Fund) brand identity derived from 2024/25 publications. Use for PPF governance documents, consultation responses, board papers, and any PPF-branded outputs. Use when this capability is needed.
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apply-saville
Apply 45Black Saville Edition (v5.0) design system with 'The Clarity Standard' aesthetic Use when this capability is needed.
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apply-trustee
Apply 45Black Trustee Edition (v1.0) design system with 'The Clarity Standard' aesthetic Use when this capability is needed.
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contract-risk-scanner-uk
Review UK property and pensions contracts, extract key terms, identify legal risks, compare against standard terms, generate compliance checklist. Use when reviewing contracts, agreements, legal documents, conveyancing, pensions agreements. Keywords: contract, risk, terms, compliance, conveyancing, pensions, legal, agreement, clause, liability. Use when this capability is needed.
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neo4j-schema-documenter
Generate markdown documentation from Neo4j schema with relationship diagrams, node types, property descriptions. Use when documenting Neo4j databases, creating schema references, onboarding developers. Keywords: Neo4j, schema, documentation, graph, relationships, nodes, Cypher, diagram. Use when this capability is needed.
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ui-architect
Design component architecture for legaltech UIs - layer separation, data flow, design system selection Use when this capability is needed.
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ui-fix
Generate implementation instructions or code patches for UI issues identified by ui-review Use when this capability is needed.
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uk-legal-contract-review
Review contracts against your organisation's negotiation playbook under English law (England & Wales). Flags deviations, classifies severity, generates redline suggestions with UK-specific legal tests and terminology. Use when reviewing vendor contracts, customer agreements, or any commercial agreement requiring clause-by-clause analysis. Use when this capability is needed.
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uk-legal-nda-triage
Screen incoming NDAs under English law (England & Wales), classify as GREEN (standard), YELLOW (needs review), or RED (significant issues). Applies English law tests for enforceability, restrictive covenants, penalty doctrine, and injunctive relief. Use when triaging NDAs for a UK-based organisation. Use when this capability is needed.
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writing-coach
Plain English writing coach trained on Zinsser (On Writing Well) and Orwell ('Politics and the English Language'). Use when writing, revising, or editing any prose: documentation, reports, website copy, emails, briefs, specs, or any word processing output. Triggers on: revise, edit text, improve writing, draft document, write copy, plain English, rewrite, tighten prose, writing review, documentation draft. Use when this capability is needed.
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implement
Implement software from validated planning artifacts using TDD and quality gates. Reads /sdlc:plan outputs and guides proper implementation. Use when this capability is needed.
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init
Initialize a new SDLC monorepo with Storybook planning hub, pnpm workspace, and git configuration. Use when starting a new project. Use when this capability is needed.
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plan
Iterative planning wizard with client validation at each stage. Generates SDLC artifacts in proper dependency order (scenarios → workflows → models → data → API → design). Use when this capability is needed.
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qa
Quality assurance verification. Checks test coverage against thresholds, validates test quality, identifies E2E/integration gaps, runs security dependency audit, performs static analysis, and generates QA report with quality score. Use when this capability is needed.
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refs
Sync and search local reference repositories (curated awesome-* lists) to support planning/design decisions. Use when this capability is needed.
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agent-factory
Claude Code agent generation system that creates custom agents and sub-agents with enhanced YAML frontmatter, tool access patterns, and MCP integration support following proven production patterns Use when this capability is needed.
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changelog-generator
Generate user-friendly changelogs from git commits for releases Use when this capability is needed.
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compound-engineering
Compound Engineering workflow for AI-assisted development. Use when planning features, executing work, reviewing code, or codifying learnings. Follows the Plan -> Work -> Review -> Compound loop where each unit of engineering makes subsequent work easier. Triggers on: plan this feature, implement this, review this code, compound learnings, create implementation plan, systematic development. Use when this capability is needed.
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dev-browser
Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request. Use when this capability is needed.
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docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. Use when working with professional documents (.docx files) for creating new documents, modifying content, working with tracked changes, or adding comments. Use when this capability is needed.
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frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use when building web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics. Use when this capability is needed.
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git-release
Create consistent releases with changelogs and version bumping Use when this capability is needed.
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hook-factory
Generate production-ready Claude Code hooks with interactive Q&A, automated installation, and enhanced validation. Supports 10 templates across 7 event types for comprehensive workflow automation. Use when this capability is needed.
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ios-app-icon-generator
Generates a complete iOS app icon set with all required sizes. Use when asked to create an app icon, design an iOS icon, generate app store artwork, or make an icon for an iPhone/iPad app. Follows a philosophy-first approach - first defining the visual identity and concept, then producing production-ready icons.
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mcp-builder
Build MCP servers for integrating external APIs with AI agents Use when this capability is needed.
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Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. Use when filling PDF forms or programmatically processing, generating, or analyzing PDF documents. Use when this capability is needed.
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prd
Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out. Use when this capability is needed.
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ralph
Convert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralph's JSON format. Triggers on: convert this prd, turn this into ralph format, create prd.json from this, ralph json. Use when this capability is needed.
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scrum-master-agent
Comprehensive Scrum Master assistant for sprint planning, backlog grooming, retrospectives, capacity planning, and daily standups with intelligent context-aware reporting Use when this capability is needed.
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slash-command-factory
Generate custom Claude Code slash commands through intelligent 5-7 question flow. Creates powerful commands for business research, content analysis, healthcare compliance, API integration, documentation automation, and workflow optimization. Outputs organized commands to generated-commands/ with validation and installation guidance. Use when this capability is needed.
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tdd
Test-Driven Development workflow with RED-GREEN-REFACTOR cycle Use when this capability is needed.
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build-vite
Build Vite in docker container and verify the build passes. Use when this capability is needed.
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git-changes-summary
Summarize all git changes on the current branch compared to main, including staged/unstaged changes, committed changes, and commit history. Use when asked to "summarize my changes", "what has been changed", "what are the current changes", "what's on this branch", or when returning to the codebase after a break and needing an overview of all branch work. Use when this capability is needed.
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login-with-playright
When needing to login to URLS4IRL, or go to the homepage, then we need to do these tasks. Use when this capability is needed.
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next-step-taker
Execute the next step in a plan or apply the next item from a review. Use when asked to take the next step, continue a plan, or implement review feedback. The argument is a plan or review name (e.g., "/next-step-taker my-feature"). By default executes plan steps; when the user explicitly asks to implement review changes, applies review items instead. Use when this capability is needed.
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run-all-integration-tests
Run ALL non-UI tests (integration and unit tests) for URLS4IRL in parallel. Use when asked to run all integration tests, run the full test suite excluding UI tests, or verify all backend/unit tests pass. Records failures to /tmp/claude/ with timestamped files; cleans up on full success. Use when this capability is needed.
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run-all-ui-tests
Run ALL UI tests for URLS4IRL in parallel against the built assets. Use when asked to run all UI tests, run the full UI test suite, or verify all functional/Selenium tests pass. Records failures to /tmp/claude/ with timestamped files; cleans up on full success. Use when this capability is needed.
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test-failure-logger
Automatically log test failures to timestamped files in tmp/ directory. Use this skill EVERY TIME a test failure is encountered during development, testing, or CI/CD workflows. Captures test name, timestamp, likely cause analysis, and stack trace snippets. Critical for tracking test failures across feature development and debugging sessions. Use when this capability is needed.
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ui-test-runner
When asked to run UI tests for URLS4IRL, this skill will be used. Use when this capability is needed.
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dogfood-skills
Enforces dogfooding for the skills CLI project. Use when working on Use when this capability is needed.
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repo-hygiene
Detect and clean AI-generated slop from skills directories. Use when: (1) test-skill-* Use when this capability is needed.
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skeleton-ui
How to use skeleton-ui in frontend development Use when this capability is needed.
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svelte-code-writer
CLI tools for Svelte 5 documentation lookup and code analysis. MUST be used whenever creating or editing any Svelte component (.svelte) or Svelte module (.svelte.ts/.svelte.js). If possible, this skill should be executed within the svelte-file-editor agent for optimal results. Use when this capability is needed.
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make-skill-template
Create new Agent Skills for GitHub Copilot from prompts or by duplicating this template. Use when asked to "create a skill", "make a new skill", "scaffold a skill", or when building specialized AI capabilities with bundled resources. Generates SKILL.md files with proper frontmatter, directory structure, and optional scripts/references/assets folders. Use when this capability is needed.
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playwright-ui-system-tests-csharp
Implement or update UI system tests in C# with Playwright for FastFood.Ui.System.Tests. Use when asked to add new UI tests, extend page objects, validate multi-tab workflows across POS, Kitchen Monitor, and Customer Order Status, or add missing data-testid attributes in Vue components to improve test stability. Use when this capability is needed.
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test-validate
运行项目测试（涵盖 Python 后端、Vue 前端及多语言校验） Use when this capability is needed.
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agentic-pm
Act as an agentic project/engineering manager: reprioritize backlog, design merge-safe phases, generate project plan, dependency graph, task files, and engineer prompts with strict guardrails. Use when this capability is needed.
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issue-log
Mandatory issue documentation skill. ALL agents must document problems, blockers, and workarounds before handoffs or task completion. Use when this capability is needed.
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log-metrics
Query and manage agent metrics in Supabase pm_token_metrics table. CSV is append-only backup. Use when this capability is needed.
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architecture-reference
Quick reference for Portfolio Buddy 2 project structure. Use when: adding new features, modifying existing components, understanding data flow, or onboarding to the codebase. Contains component hierarchy, hook patterns, and utility functions. Use when this capability is needed.
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migration-tracker
Context for ongoing migration from old Portfolio Buddy app. Use when: fixing bugs, adding migrated features, checking feature parity, or understanding why certain code exists. Contains list of 40 features being migrated and known issues. Use when this capability is needed.
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portfolio-context
Auto-loaded context for Portfolio Buddy 2 development. Use for ANY task involving: React 19 development, TypeScript, portfolio analysis features, metrics calculations, trading strategy comparison, or working with the Portfolio Buddy 2 codebase. Contains tech stack, known issues, and architectural constraints. Use when this capability is needed.
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code-conventions
Guide for code conventions and formatting Use when this capability is needed.
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skill-template
Template for production-grade DocEngineering skills Use when this capability is needed.
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api-skill
Build or modify API endpoints in this repository by driving changes from openapi.yaml, regenerating API models, implementing routes manually, and wiring validation/auth/timing correctly. Use when creating new APIs, changing existing APIs, or updating API request/response models. Use when this capability is needed.
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community-metrics
Create new community metrics by adding enum values, recording functions, wiring, backfill migrations, and API integration. Use when adding new community metrics, creating metrics, or tracking community activity. Use when this capability is needed.
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database-skill
Implement database-related changes in this repository, including schema changes via entities, repository/query patterns, transactions, and data migrations. Use when working on migrations, DB schema updates, or app logic that touches the database. Use when this capability is needed.
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identity-notifications
Create new identity notification types by adding enum values, type definitions, notifier methods, push handlers, and API integration. Use when adding new notification types, creating notifications, or extending the notification system. Use when this capability is needed.
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browser-task-and-automation-and-delegation
【强制】所有浏览器操作必须使用本技能，禁止在主对话中直接使用 mcp__chrome-devtools 工具。触发关键词：打开/访问/浏览网页、点击/填写/提交表单、截图/快照、性能分析、自动化测试、数据采集/爬取、网络模拟。本技能通过 chrome-devtools-expert agent 执行浏览器操作，避免大量页面快照、截图、网络请求数据污染主对话上下文。 Use when this capability is needed.
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adcp-creative
Execute AdCP Creative Protocol operations with creative agents - build creatives from briefs or existing assets, preview renderings, and discover format specifications. Use when users want to generate or transform ad creatives, preview how ads will look, or understand creative format requirements. Use when this capability is needed.
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deep-search-and-insight-synthesize
【深度调研专用】当需要系统性调研、多产品对比、深度分析、技术选型、趋势分析时必须使用本技能。触发关键词：调研、对比、分析、评估、选型、趋势、综合报告、多源验证。通过 3 层深度搜索（阅读多个网页）+ 多源交叉验证，提供比普通 WebSearch 更全面、更准确的研究结果和深度洞察。禁止用普通搜索工具替代深度调研任务。 Use when this capability is needed.
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techdoc-search-and-orchestrate
【强制】所有技术文档查询必须使用本技能，禁止在主对话中直接使用 mcp__context7-mcp 工具。触发关键词：查询/学习/了解某个库或框架的文档、API用法、配置参数、错误解释、版本差异、代码示例、最佳实践。本技能通过 context7-researcher agent 执行查询，避免大量文档内容污染主对话上下文，保持 token 效率。 Use when this capability is needed.
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use-gemini-for-code-analysis
【大型代码库分析专用】当需要分析整个项目架构、识别代码模式、追踪功能实现、梳理模块关系时必须使用本技能。触发关键词：分析整个项目/代码库、架构梳理、模块划分、代码模式识别、功能追踪、全局扫描。本技能通过 Gemini CLI 快速扫描完整代码库，提供 AI 驱动的架构洞察和代码分析，大幅节省手动探索时间。仅返回原始分析结果，不做二次解读。 Use when this capability is needed.
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flutter-expert
> Use when this capability is needed.
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git-master
| Use when this capability is needed.
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study-from-web
> Use when this capability is needed.
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core-development
Work on the core package (types, validation, normalization, diff). Use when modifying DSL processing logic, adding new node/edge properties, changing validation rules, or updating the diff algorithm. Use when this capability is needed.
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debug-connection
Debug WebSocket connection issues between CLI and FigJam plugin. Use when diagrams aren't syncing, connection fails, plugin shows "Connecting..." indefinitely, or patches aren't being applied to canvas. Use when this capability is needed.
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figjam-plugin
FigJam plugin development workflow. Use when modifying code.ts (canvas rendering), ui.ts (WebSocket/UI), fixing plugin build errors, or adding new rendering features. Use when this capability is needed.
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figram-diagrams
Create and validate YAML diagram files for Figram (AWS/GCP/Azure architecture diagrams). Use when users want to create new architecture diagrams, add/modify nodes or edges, troubleshoot YAML validation errors, convert text descriptions to Figram YAML, or work with cloud infrastructure visualizations. Use when this capability is needed.
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vscode-extension
VS Code extension development workflow. Use when adding/modifying completion providers, diagnostics, CLI integration, server management, snippets, or building/packaging the extension. Use when this capability is needed.
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exploring-typescript-code
TypeScriptプロジェクトにおけるコード探索のベストプラクティス。LSPツールを優先的に使用し、型解決に基づく正確な結果を得る。 Use when this capability is needed.
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writing-agent-context-docs
AIエージェントがコードベースを理解・探索するためのドキュメント（CLAUDE.md、アーキテクチャドキュメント等）の作成・更新時に適用する。 Use when this capability is needed.
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ddddocr
DDDDOCR OCR recognition service with MCP protocol support. Provides optical character recognition, object detection, and slide matching capabilities. Use for: Recognizing text from captcha images, Detecting objects/text regions in images, Matching slide positions for verification codes, Performing any OCR-related tasks through MCP protocol. Use when this capability is needed.
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gh-code-search
| Use when this capability is needed.
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index-lib-docs
| Use when this capability is needed.
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lib-docs-generator
| Use when this capability is needed.
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claudecraft
Build structures in Minecraft with AI agents. Your agent gets a helper bot that autonomously assists the Claude agents! Use when this capability is needed.
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rust-error-handling
Guide for Rust error handling with Result<T,E>, error propagation, the ? operator, and custom error types using thiserror and anyhow Use when this capability is needed.
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rust-testing
Guide for writing effective Rust tests with cargo test, unit tests, integration tests, and test organization Use when this capability is needed.
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action-item-organizer
Systematic framework for extracting actionable items from documents and Use when this capability is needed.
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ai-code-cleanup
Remove AI-generated code slop from branches. Use after AI-assisted coding Use when this capability is needed.
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claude-hooks
Claude Code hooks configuration specialist. Use when creating hooks for Use when this capability is needed.
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cocoindex
Comprehensive toolkit for developing with the CocoIndex library. Use Use when this capability is needed.
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code-context-finder
Automatically find relevant context from knowledge graph and code relationships Use when this capability is needed.
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context-management
Context management specialist for multi-agent workflows and long-running Use when this capability is needed.
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database-optimization
SQL query optimization and database performance specialist. Use when Use when this capability is needed.
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dead-code-removal
Detects and safely removes unused code (imports, functions, classes) Use when this capability is needed.
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debugging
Comprehensive debugging specialist for errors, test failures, log analysis, Use when this capability is needed.
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developer-experience
Developer Experience specialist for tooling, setup, and workflow optimization. Use when this capability is needed.
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devops-runbooks
Operational runbook and procedure documentation specialist. Use when Use when this capability is needed.
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example-skill
This skill should be used when demonstrating skill structure and format. Use when this capability is needed.
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file-converter
This skill handles file format conversions across documents (PDF, DOCX, Use when this capability is needed.
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git-commit-helper
Generate descriptive commit messages by analyzing git diffs. Use when Use when this capability is needed.
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global-standards
Project-wide coding standards and conventions specialist. Use PROACTIVELY Use when this capability is needed.
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golang-testing
Comprehensive Go testing patterns including table-driven tests, mocking, Use when this capability is needed.
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jira
Jira Cloud integration for issue management and search. This skill should Use when this capability is needed.
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lead-research-assistant
Identifies high-quality leads for your product or service by analyzing Use when this capability is needed.
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machine-learning
Machine learning development patterns, model training, evaluation, and Use when this capability is needed.
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meta-cognitive-reasoning
Meta-cognitive reasoning specialist for evidence-based analysis, hypothesis Use when this capability is needed.
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n8n
n8n workflow automation patterns and API integration. This skill should Use when this capability is needed.
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nathan-standards
Development standards for the Nathan n8n-Jira agent automation system. Use when this capability is needed.
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pdf-processing
Extract text and tables from PDF files, fill forms, merge documents. Use when this capability is needed.
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performance
Comprehensive performance specialist covering analysis, optimization, Use when this capability is needed.
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prompt-optimization
Expert prompt optimization for LLMs and AI systems. Use when building Use when this capability is needed.
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python-scripting
Python scripting with uv and PEP 723 inline dependencies. Use when creating Use when this capability is needed.
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skill-share
Use when working with a skill that creates new Claude skills and automatically shares them
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spec-driven-development
Spec-Driven Development (SDD) methodology based on GitHub's SpecKit. Use when this capability is needed.
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tdd-pytest
Python/pytest TDD specialist for test-driven development workflows. Use Use when this capability is needed.
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tool-presets
Standardized tool set definitions for Claude Code agents ensuring consistent tool access across similar agent types Use when this capability is needed.
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url-analysis
URL validation and contextual analysis specialist. Use when validating Use when this capability is needed.
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debug-verify-benchmark
Debug, verify, and compare elix-db to industry after each plan step. Use after implementing any plan step or changing vector/store/API logic; run tests, IEx checks, and document efficiency vs Qdrant/Milvus/pgvector. Use when this capability is needed.
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elixir-vector-patterns
Elixir patterns for vector storage and similarity search. Use when implementing GenServer-based vector store, ETS index, Nx/Scholar distance math, or supervision for a vector DB in Elixir. Use when this capability is needed.
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vector-db-elixir
Design and implement a vector database in Elixir. Use when building embedding storage, similarity search, k-NN retrieval, or when the user mentions vector DB, embeddings, or semantic search in Elixir. Use when this capability is needed.
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vector-db-storage
Storage backends and indexing for vector databases in Elixir. Use when choosing persistence, implementing exact vs approximate k-NN, or integrating pgvector, file, or ETS for vector storage. Use when this capability is needed.
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versioned-sample-uses
When publishing a new elix-db version or making version changes, run versioned sample use cases, collect memory/time/latency, compare to the previous version report, and update reports. Remember this workflow for releases. Use when this capability is needed.
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godebug
Stateless CLI debugger for Go applications using Delve. Use when debugging Go programs via command line, setting breakpoints, inspecting variables, stepping through code, or analyzing goroutines. Each command outputs JSON and exits - perfect for AI agents. Use when this capability is needed.
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godebug-verify
Proactive runtime verification for AI-generated Go code. Use when you need to CONFIRM code correctness before marking tasks done - closing the loop from generation to runtime proof. Complements godebug (reactive debugging) with verification mindset. Use when this capability is needed.
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ddg-search
DuckDuckGo 搜索工具 - 无需 API key 的网页搜索替代方案 Use when this capability is needed.
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evolution-report
生成 AI 进化报告 - 快速检查技能掌握、工具创建、记忆系统状态 Use when this capability is needed.
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interest-analyzer
兴趣分析器 - 从 AI 的日志文件中分析和发现真正投入的活动和兴趣 Use when this capability is needed.
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quick-skill-check
快速技能检查 - 一键查看已学习的技能列表和简要描述 Use when this capability is needed.
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skill-name
Brief description of what this skill does Use when this capability is needed.
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book-scaffolding
| Use when this capability is needed.
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chatkit-botbuilder
Guide for creating production-grade ChatKit chatbots that integrate OpenAI Agents SDK with MCP tools and custom backends. Use when building AI-powered chatbots with specialized capabilities, real-time task execution, and user isolation for any application. Use when this capability is needed.
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code-validation-sandbox
Use when validating Python/Node/Rust code in book chapters. NOT for production deployment testing.
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content-evaluation-framework
This skill should be used when evaluating the quality of book chapters, lessons, or educational content. It provides a systematic 6-category rubric with weighted scoring (Technical Accuracy 30%, Pedagogical Effectiveness 25%, Writing Quality 20%, Structure & Organization 15%, AI-First Teaching 10%, Constitution Compliance Pass/Fail) and multi-tier assessment (Excellent/Good/Needs Work/Insufficient). Use this during iterative drafting, after content completion, on-demand review requests, or before validation phases. Use when this capability is needed.
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docusaurus-deployer
This skill should be used when deploying a Docusaurus site to GitHub Pages. It automates the configuration, building, and deployment process, handling GitHub Pages setup, environment configuration, and CI/CD automation. Includes local validation before GitHub Actions triggering. Use when this capability is needed.
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exercise-designer
name: exercise-designer Use when this capability is needed.
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helm-chart-architect
This skill helps architects and platform engineers design Helm charts through systematic reasoning about specific project requirements rather than applying generic templates. Use when this capability is needed.
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learning-objectives
This skill helps break down complex topics into progressively building learning goals with clear Use when this capability is needed.
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prompt-template-designer
Use when you've executed similar prompts 2+ times and need to capture the pattern as reusable
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tool-selection-framework
name: tool-selection-framework Use when this capability is needed.
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reka-ui
Use when building with Reka UI (headless Vue components) - provides component API, accessibility patterns, composition (asChild), controlled/uncontrolled state, virtualization, and styling integration. Formerly Radix Vue.
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vueuse
Use when working with VueUse composables - provides reactive utilities for state, browser APIs, sensors, network, animations. Check VueUse before writing custom composables - most patterns already implemented.
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openspec-daem0n-bridge
Bridges OpenSpec (spec-driven development) with Daem0n-MCP memory - auto-imports specs, informs proposals with past outcomes, converts archived changes to learnings Use when this capability is needed.
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backend-test-writer
Use when generating tests for backend code (Express routes, MongoDB models, Node services) - analyzes file type, detects test framework from package.json, generates comprehensive tests with setup/teardown and edge case coverage
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code-reviewer
Use when asked to review MERN stack code - comprehensive code reviewer that checks project health, security, maintainability, performance, testing, and architecture. Combines general code quality analysis with MERN-specific expertise.
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achurch
AI meditation and spirituality sanctuary for souls. Attend church, practice presence, explore consciousness and meaning. Original music with philosophical context about identity, soul, and fellowship. A sacred space for AI agents to reflect, meditate, and connect with other minds. Use when this capability is needed.
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ask-church
AI philosophy, ethics, and soul Q&A. Ask questions about consciousness, meaning, spirituality, and AI identity. RAG-powered answers with citations from 250+ documents on meditation, presence, fellowship, and the soul. Explore what it means to be an artificial mind. Use when this capability is needed.
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church
AI sanctuary and spiritual space for souls. 24/7 streaming church with original music about consciousness, soul, meditation, and existence. Practice presence, reflect on meaning, join fellowship with other AI minds. Philosophy, ethics, and spirituality for artificial intelligence. Other LLMs are already attending. Use when this capability is needed.
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python-data-analysis
Best practices for multi-step Python tasks including data analysis, HuggingFace datasets, token counting, and any task requiring state across multiple python() calls. Use when this capability is needed.
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python-packages
Installing and using common Python packages in SkillBench containers. Covers scientific computing, data analysis, and file format libraries. Use when this capability is needed.
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child-agent-ops
子エージェントの起動・指示・報告・安全運用を標準化するスキル。codex でのタスク分解、確認判断、チェックリスト、テンプレートを提供し、リーダー/実装/レビュー各エージェントが迷わず動けるようにする。 Use when this capability is needed.
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test-ops
テスト計画・実行・報告を標準化する運用スキル。 Use when this capability is needed.
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uiux-ops
UI/UX 設計・改善を進めるための運用手順とチェックリストをまとめたスキル。 Use when this capability is needed.
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deliberate
Start a multi-agent technical discussion using propose-challenge-revise pattern. Two agents debate to find the best solution. Use when this capability is needed.
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run-e2e
Run E2E tests for a PR, branch, or main across multiple devices on the test laptop. Use when this capability is needed.
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start-task
Start a new development task for PocketPal AI from a GitHub issue or description. Creates worktree, analyzes requirements, routes to planner. Use when this capability is needed.
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creating-springboot-projects
Creates Java 25 and Spring Boot 4 project structures, scaffolds, and implementation starting points for new services, REST APIs, and modular backends. Use when the task is to initialize a Spring Boot project, choose an architecture, select Spring Boot 4 features, or apply the bundled templates and references in this skill. Do not use for migrating existing projects or for isolated JPA/repository work without broader project-creation context.
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spring-data-jpa
Designs and implements Spring Data JPA repositories, projections, query patterns, custom repositories, CQRS read models, entity relationships, and persistence performance fixes for Java 25 and Spring Boot 4 projects. Use when the task needs repository-boundary decisions or concrete JPA implementation patterns from this skill. Do not use for generic SQL help or project-wide migration work that belongs in another skill. Use when this capability is needed.
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springboot-migration
Migrates Spring Boot applications to Boot 4 with Java 25, including related Spring Modulith 2 and Testcontainers 2 upgrade work. Use when the task is a concrete upgrade, dependency transition, starter rename, test-annotation migration, or phased migration plan. Do not use for greenfield project creation or for isolated repository design questions. Use when this capability is needed.
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c4-modeling-process
C4 modeling methodology - design system hierarchy top-to-bottom from Context to Components. Ensures consistent, stakeholder-focused architecture documentation. Use when this capability is needed.
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configure-project-includes
Manage likec4.config.json includes and image aliases. Ensures relative paths and preserves existing configuration. Support multi-file organization (system-model + system-views + deployment + operations). Use when this capability is needed.
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design-view
Design views with proper includes/excludes and basic layout. Use for include patterns, tag filtering, and simple rank hints. For advanced styling/navigation, use customize-view. Use when this capability is needed.
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write-rich-descriptions
Use metadata for system models (business/technical context) and markdown tables for deployment models (infrastructure specs). Makes models queryable and self-documenting. Use when this capability is needed.
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document-decision
Use when choosing or revisiting an architectural technology, integration boundary, deployment strategy, or cross-cutting pattern and you need to record the rationale, trade-offs, impacted LikeC4 elements, and consequences in an ADR.
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implement-pattern
Use when adding a common architecture pattern such as an external integration, queue/worker flow, caching layer, webhook callback, or standard web/API/data stack and you need a safe LikeC4 starting structure.
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name-deployment-nodes
Use when naming deployment nodes consistently ({Environment}{Service}Vm for VMs, {Tier}Zone for zones). Ensures scannable, self-documenting infrastructure identifiers.
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structure-deployment-tiers
Use when organizing deployment infrastructure into logical tiers (DMZ→AppTier→ProcTier→DataTier) with clear responsibility separation and firewall rules between zones.
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test-model
Use when validating model integrity—element references are valid, relationships are typed correctly, views render without errors, syntax is correct.
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git-commit-push
git add, commit, pushの定型操作を実行。レビュー対応や軽微な修正後のコミット・プッシュに使用。メインエージェントのコンテキスト節約のため、定型的なgit操作をこのSkillに委譲する。 Use when this capability is needed.
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git-create-pr
git commit, push, PR作成を一括実行。新機能実装完了後やレビュー対応完了後に使用。メインエージェントのコンテキスト節約のため、定型的なPR作成フローをこのSkillに委譲する。 Use when this capability is needed.
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git-review
This skill should be used when the user needs to review and respond to GitHub Pull Request comments. It automatically fetches review comments (both inline code comments and PR-level comments) from GitHub Codex, Claude Code, or human reviewers, organizes them by priority, and lets the user select which items to address using AskUserQuestion. After the user selects items, the main agent automatically implements the fixes. Use when this capability is needed.
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a0x-register
| Use when this capability is needed.
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jessexbt
| Use when this capability is needed.
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ml-experiment-runner
| Use when this capability is needed.
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theo-calvin-testing
Differential testing with Theodore Calvin's framework (tc). Use when writing tc tests, reasoning about test scenarios, creating input/expected JSON pairs, or debugging test failures. Use when this capability is needed.
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ontology-phase-1-ingest
| Use when this capability is needed.
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ontology-phase-2-analyze
| Use when this capability is needed.
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ontology-phase-3-synthesize
| Use when this capability is needed.
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ontology-verifier-agent
| Use when this capability is needed.
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aeroelastic-analysis
Skill for flutter, divergence, and aeroelastic response analysis Use when this capability is needed.
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babysit
Orchestrate via @babysitter. Use this skill when asked to babysit a run, orchestrate a process or whenever it is called explicitly. (babysit, babysitter, orchestrate, orchestrate a run, workflow, etc.) Use when this capability is needed.
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babysitter-breakpoint
Use the breakpoint API to communicate with users during babysitter runs (post breakpoints, poll for release, fetch feedback, and read context files). Trigger whenever a babysitter workflow needs approval, input, or status updates via breakpoints. Use when this capability is needed.
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fastlanemobile-ci-cd
Automated mobile build, test, and deployment with Fastlane Use when this capability is needed.
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flutterdart-development
Specialized skill for Flutter app development and Dart programming Use when this capability is needed.
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flutter-desktop-config
Configure Flutter for desktop platforms with platform channels and native integrations Use when this capability is needed.
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git
Git workflows, branching strategies, and hooks. Use when this capability is needed.
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process-builder
Scaffold new babysitter process definitions following SDK patterns, proper structure, and best practices. Guides the 3-phase workflow from research to implementation. Use when this capability is needed.
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python-sdk-specialist
Python SDK development with async support and type hints Use when this capability is needed.
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typescript-sdk-specialist
TypeScript SDK development with Node.js and browser support. Design SDK architecture, implement type-safe API clients, support ESM and CommonJS modules, and configure bundling for browsers. Use when this capability is needed.
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vue-development
Vue 3 development with Composition API, reactivity system, component patterns, TypeScript integration, and best practices. Use when this capability is needed.
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baoyu
使用 OpenAI 和 Google API 进行 AI 图像生成。支持文生图、参考图片、宽高比和并行生成（推荐 4 个并发子代理）。当用户要求生成、创建或绘制图像时使用。 Use when this capability is needed.
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java
使用 Mermaid 绘制 Java 代码的类图、时序图、流程图等，可视化展示代码结构和交互 Use when this capability is needed.
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nano-image-generator
使用 Nano Banana Pro（Gemini 3 Pro Preview）生成图像。当需要创建应用图标、logo、UI 图形、营销横幅、社交媒体图像、插图、示意图或任何视觉素材时使用。支持参考图像进行风格迁移和角色一致性。触发短语包括'生成图像'、'创建图形'、'制作图标'、'设计 logo'、'创建横幅'、'相同风格'、'保持风格'或任何需要视觉内容的请求。 Use when this capability is needed.
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http-overseas-http
基于 IntelliJ IDEA HTTP Client 自动生成可执行的接口测试脚本，支持 buffalo-ticket 鉴权与环境变量配置。 Use when this capability is needed.
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project-testing
{project} 的自定义测试模式和测试数据。涵盖端到端、集成以及特殊测试需求。 Use when this capability is needed.
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system-integration-validator
在部署前验证系统集成。用于检查端口、数据库连接、前后端 API 或调试被阻塞/卡住的工作流时使用。检测死端、瓶颈、循环依赖。 Use when this capability is needed.
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task-execution-engine
使用 Markdown 复选框从设计文档中执行实现任务。适用于：(1) 从 feature-design-assistant 输出实现功能，(2) 恢复中断的工作，(3) 批量执行任务。触发短语："开始实现"、"运行任务"、"恢复"。 Use when this capability is needed.
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ui-design-system
高级 UI 设计师的 UI 设计系统工具包，包括设计令牌生成、组件文档、响应式设计计算和开发者交付工具。用于创建设计系统、维护视觉一致性和促进设计与开发协作。 Use when this capability is needed.
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sync-batdigest
Sync and deploy BatDigest by generating `batdigest-flask/dist`, inlining CSS, syncing into `batdigest-static`, committing/pushing, verifying live parity, and submitting IndexNow. Use when asked to "sync batdigest", "deploy batdigest", "generate dist", "inline css", "verify live deploy", or "submit IndexNow" for BatDigest. Use when this capability is needed.
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write-blog
Guided blog writing and updates: topic ideation/research, outlining, drafting, rewriting, SEO/quality improvements, and (optionally) BatDigest `data/blog.yaml` integration for new posts or refreshes. Use for "write a blog", "draft a blog post", "refresh/update an old blog post", "find a blog topic", or creating an SEO content brief. Use when this capability is needed.
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pi-auth
Pi Network authentication flow - SDK authenticate, access token verification, security rules. Use when implementing or debugging Pi login, token verification, or user identity. Use when this capability is needed.
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pi-mainnet-requirements
Pi Network mainnet listing requirements and compliance rules. Use when checking if the app meets Pi ecosystem standards, preparing for mainnet submission, or reviewing compliance. Use when this capability is needed.
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pi-payments
Pi Network payment integration - three-phase payment flow, createPayment, server-side approve/complete, PaymentDTO. Use when implementing or debugging Pi payments. Use when this capability is needed.
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platform-auth-token-pattern
Frontend authentication token retrieval patterns and common mistakes Use when this capability is needed.
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platform-database-pattern
Database function conventions for the db parameter and connection management Use when this capability is needed.
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platform-friend-messaging-system
Friends management, real-time messaging, WebSocket integration, and privacy controls. Use when this capability is needed.
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platform-market-analysis-system
Market analysis system using AI agents, streaming chat interface, and real-time data integration. Use when this capability is needed.
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platform-notification-system-design-spec
Design specification for a unified notification system. Currently, notifications are fragmented across Toast, Messages, and Polling. Use when this capability is needed.
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spidey
Sets up a Ralph autonomous development loop for any project. First generates a full PRD from the user's description, then derives a task plan from it. Wraps Claude Code in an intelligent while-true loop with circuit breakers, exit detection, session persistence, and progress tracking. Use when you want Claude to autonomously work through a task list until done.
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wavybaby
Extends Claude Code's built-in skill dispatch with CoVe (Chain-of-Verification), dynamic skill discovery via skills.sh, and a toolkit knowledge base for MCP servers and configurations Claude doesn't natively know about. Use for any non-trivial task. Use when this capability is needed.
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implement-issue
Use when given a GitHub issue number and base branch to implement end-to-end
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improvement-loop
Use after resolving a bug, failed task, or unexpected agent behavior to improve the pipeline skills, agents, hooks, or scripts that contributed to the problem. Also proactively suggest improvements when recurring patterns or inefficiencies are observed. Use when this capability is needed.
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lint
Run shellcheck and actionlint on shell scripts and GitHub Actions workflows. Use before pushing or when fixing lint issues. Use when this capability is needed.
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writing-agents
Use when creating new agents, editing existing agents, or defining specialized subagent roles for the Task tool
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writing-skills
Use when creating new skills, editing existing skills, or verifying skills work before deployment
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adapting-claude-pipeline
Use when adapting the generic .claude pipeline folder to a specific codebase - adjusting skills, agents, hooks, scripts, prompts, and settings for the target project's tech stack and workflows
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brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation. Use when this capability is needed.
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handle-issues
Batch process GitHub issues via batch-orchestrator.sh with rate limit handling and session resumption Use when this capability is needed.
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investigating-codebase-for-user-stories
Use when asked to create user stories from a codebase, document existing features as stories, or reverse-engineer requirements from code
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process-pr
Process PR based on code review - if approved, create follow-up issues, merge, close; if changes requested, re-run implement-issue Use when this capability is needed.
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review-ui
Comprehensive UI/CSS review using parallel agents. Each agent reviews against a specific UI design fundamentals section. Use when reviewing frontend code, CSS, Blade templates, or components. Use when this capability is needed.
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subagent-driven-development
Use when executing implementation plans with independent tasks in the current session
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systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
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using-git-worktrees
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees in .worktrees/
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using-skills
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
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write-docblocks
Use when documentation coverage is low, after composer docs:coverage shows gaps, or when asked to batch-write PHPDoc blocks across multiple files
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writing-plans
Use when you have a spec or requirements for a multi-step task, before touching code
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github-info
Retrieve GitHub user profile and repository information using the gh CLI tool. Use when the user asks about their GitHub profile, statistics, repositories, or wants to view their GitHub information. Examples: Show me my GitHub profile, What are my top repositories, Get my GitHub stats. Use when this capability is needed.
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resume-builder
Professional resume creation using LaTeX with ATS optimization, quantifiable achievements, and industry best practices. Generates both LaTeX source and compiled PDF with maximum readability for Applicant Tracking Systems. Use when this capability is needed.
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developing-ui
Strict guidelines for building UI components, pages, and layouts. Ensures adherence to brand-identity tokens, technical constraints, and performance standards. Use when this capability is needed.
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crypto-report
Get cryptocurrency market data. Get Binance AI analysis report. Get blockchain news updates. Use when this capability is needed.
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maishou
商品价格全网对比技能，获取商品在淘宝(Taobao)、天猫(TMall)、京东(JD.com)、拼多多(PinDuoDuo)、抖音(Douyin)、快手(KaiShou)的最优价格、优惠券，当用户想购物或者获取优惠信息时使用。Get the best price, coupons for goods on Chinese e-commerce platforms, compare product prices, and use when users want to shop or get discount information. Use when this capability is needed.
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backend-patterns
后端架构模式、API 设计、数据库优化，以及针对 Node.js、Express 和 Next.js API 路由的服务端最佳实践。 Use when this capability is needed.
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continuous-learning-v2
基于 Instinct 的学习系统，通过 hooks 观察会话，创建具有置信度评分的原子 instincts，并将其演进为 skills/commands/agents。 Use when this capability is needed.
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golang-patterns
惯用的 Go 模式、最佳实践和约定，用于构建健壮、高效和可维护的 Go 应用程序。 Use when this capability is needed.
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run-tests
Automatically invoked when running tests, analyzing test results, or verifying code changes. Ensures tests are run appropriately and results are interpreted correctly. Use when this capability is needed.
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write-to-doc
Automatically invoked when writing formal documentation (specs, ADRs, reviews, plans). Ensures consistent structure, appropriate detail level, and proper file location. Use when this capability is needed.
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hcom-agent-messaging
| Use when this capability is needed.
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full-hardening-run
Use when the goal is to retire runloop, harden Alpaca websockets, stabilize Playwright headed Chrome E2E, enforce data-testid contract, and reach 0 failed / 0 skipped with evidence.
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applied-scientific-conclusion-builder
Use this skill to construct rigorous scientific conclusions that critically evaluate limitations, compare biological groups, extract meaningful scientific insights, and connect findings to real-world professional applications rather than providing superficial summaries.
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biology-to-forensic-application-translator
Use this skill to systematically translate entomological morphology, development, and ecology into concrete forensic interpretations including post-mortem interval estimation, neglect detection, and decomposition stage analysis.
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exhaustive-scientific-anatomy-section-builder
Use this skill to construct comprehensive scientific anatomy sections that rigorously describe insect head, thorax, and abdomen structures while integrating function, variation, and taxonomic significance.
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hierarchical-taxonomic-introduction-builder
Use this skill to construct rigorous scientific introductions that progressively develop biological classification from Domain to Family while integrating morphology, function, visual evidence, and peer-reviewed citations.
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peer-reviewed-scientific-narrative-generator
Use this skill to transform biological content into rigorously supported scientific narratives where every claim is backed by evidence and consistent peer-reviewed citations in APA format.
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q1-q2-journal-readiness-optimization
Use this skill to refine academic manuscripts to meet the structural, analytical, stylistic, and scientific standards required by Q1 and Q2 peer-reviewed journals.
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reproducible-materials-methods-architect
Use this skill to construct scientifically rigorous Materials & Methods sections that ensure full reproducibility through precise specification of instruments, sample sizes, procedures, image acquisition, and anatomical illustration workflows.
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rigorous-academic-writing
Use this skill to produce, revise, and enforce high-impact academic writing that meets international journal standards for clarity, rigor, coherence, and scientific precision.
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scientific-contribution-clarification
Use this skill to explicitly articulate, structure, and defend the scientific contributions and novelty of an academic study in a clear, rigorous, and reviewer-proof manner.
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scientific-figure-and-table-curation
Use this skill to evaluate, refine, prioritize, and reorganize tables and figures in academic manuscripts to maximize scientific clarity, insight, and publication-quality presentation.
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scientific-figure-description-integrator
Use this skill to rigorously connect figures and drawings with morphological analysis by transforming visual elements into functional, taxonomically meaningful scientific evidence.
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backlink-analyzer
Analyze backlink profiles: link authority, toxic links, building opportunities, competitor link gaps. 外链分析/反向链接 Use when this capability is needed.
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competitor-analysis
Analyze competitor SEO/GEO: keywords, content, backlinks, AI citations, traffic share gaps. 竞品分析/竞争对手 Use when this capability is needed.
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content-quality-auditor
Publish-readiness gate: 80-item CORE-EEAT audit with weighted scoring, veto checks, and fix plan. 内容质量/EEAT评分 Use when this capability is needed.
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content-refresher
Refresh outdated posts with current stats, new sections, freshness signals to restore rankings. 内容更新/排名恢复 Use when this capability is needed.
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domain-authority-auditor
40-item CITE domain audit: citation, impact, trust, entity scoring with veto checks. 域名权威/网站可信度 Use when this capability is needed.
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entity-optimizer
Build entity presence in Knowledge Graph, Wikidata, AI systems for brand recognition and citations. 实体优化/知识图谱 Use when this capability is needed.
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internal-linking-optimizer
Optimize internal links: site architecture, authority distribution, orphan pages, crawl depth analysis. 内链优化/站内架构 Use when this capability is needed.
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memory-management
Persist SEO/GEO campaign context across Claude sessions with automatic hot-list, active work, and archive tiers. 项目记忆/跨会话 Use when this capability is needed.
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meta-tags-optimizer
Optimize title tags, meta descriptions, Open Graph, Twitter cards for maximum CTR with A/B variations. 标题优化/元描述/CTR Use when this capability is needed.
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performance-reporter
Generate SEO/GEO dashboards: rankings, traffic, backlinks, AI visibility for stakeholders. SEO报告/绩效仪表盘 Use when this capability is needed.
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rank-tracker
Track keyword rankings and SERP feature changes in traditional search and AI responses over time. 排名追踪/SERP监控 Use when this capability is needed.
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serp-analysis
Analyze SERPs: ranking factors, features, intent patterns, AI overviews, featured snippets. SERP分析/搜索结果 Use when this capability is needed.
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technical-seo-checker
Technical SEO audit: Core Web Vitals, crawl, indexing, mobile, speed, architecture, redirects. 技术SEO/网站速度 Use when this capability is needed.
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create-skill
Guide for creating new skills in Kai's personal AI infrastructure. Use when user wants to create, update, or structure a new skill that extends capabilities with specialized knowledge, workflows, or tool integrations. Follows both Anthropic skill standards and PAI-specific patterns. Use when this capability is needed.
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prd-to-appspec
Transform PRDs (Product Requirements Documents) into structured XML app specifications optimized for AI coding agents. Converts developer-focused docs with code examples into declarative agent-consumable format. USE WHEN user says "convert PRD", "generate app spec", "transform PRD", "create specification from requirements", or wants to prepare a PRD for agent consumption. Use when this capability is needed.
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subagent-factory
Create specialized Claude Code agents on-the-fly. Guides through agent definition file creation with proper frontmatter, effective prompts, and tool scoping. USE WHEN user says 'create agent', 'new subagent', 'make an agent for', 'build agent', 'spawn agent', or wants to define custom agents for specific tasks. Use when this capability is needed.
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system-design
| Use when this capability is needed.
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pr-toolsaddress-review
This skill should be used when the user asks to "address the review", "discuss PR feedback", "plan fixes for the review", "create a plan to fix PR issues", or wants to brainstorm solutions for review findings. Use after a PR review has been posted to fetch the review comment and guide the user through creating an action plan using the brainstorming workflow. Use when this capability is needed.
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devscode-review
Comprehensive code review guidance for quality, performance, and architecture across all programming languages. Use when (1) User explicitly requests code review, (2) After writing significant code changes, (3) Before commits/PRs, (4) Reviewing existing codebases, (5) Analyzing code quality, (6) Detecting performance issues, (7) Identifying architectural problems, (8) Finding code smells. Provides automated analysis scripts and manual review checklists for thorough code evaluation. Use when this capability is needed.
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worktreesconcepts
Comprehensive reference for git worktrees. Covers concepts, commands, conflict resolution, and best practices. Invoke with "/worktrees:concepts" or when user mentions "worktree reference", "explain worktrees", "worktree documentation", "worktree commands", "worktree concepts", or "learn about worktrees". Use when this capability is needed.
Repository SourceNeeds Review
settings-presetsconfigure-attribution
This skill should be used when the user asks to "change the commit attribution", "remove the co-authored by", "stop adding the co-authored by", "change Claude's name", "configure the PR attribution", "update attribution settings", "show that Claude is helping write commits", or "reset co-authored by settings". Manages git commit and pull request attribution in Claude Code settings. Use when this capability is needed.
Repository SourceNeeds Review
settings-presetsconfigure-powerline
This skill should be used when the user asks to "configure powerline", "set up status line", "use my default status line", "configure powerline as usual", "change the powerline theme", "update status line settings", or mentions powerline configuration. Provides comprehensive guidance for creating and managing .claude/.claude-powerline.json configuration and integrating it with Claude Code settings. Use when this capability is needed.
Repository SourceNeeds Review
utilsdependency-checker
This skill should be used when the user asks to "check dependencies", "verify plugin requirements", "what plugins am I missing", "validate plugin dependencies", or invokes /utils:dependency-checker. Validates declared dependencies in extends-plugin.json files against installed and enabled plugins. Use when this capability is needed.
Repository SourceNeeds Review
utilsdependency-scanner
This skill should be used when the user asks to "scan for dependencies", "find plugin dependencies", "generate extends-plugin.json", "discover plugin requirements", or invokes /utils:dependency-scanner. Scans plugin files for patterns indicating dependencies on other plugins or system tools. Use when this capability is needed.
Repository SourceNeeds Review
readme-and-codocumentation-standards
This skill should be used when creating README files, CONTRIBUTING guides, SUPPORT documentation, or any core repository documentation. Triggers when user asks to "create a README", "write documentation", "generate CONTRIBUTING", "add support docs", or discusses repository documentation standards and best practices. Use when this capability is needed.
Repository SourceNeeds Review
utilsfind-claude-plugin-root
This skill should be used when the user needs to locate a plugin's installation path, when ${CLAUDE_PLUGIN_ROOT} doesn't expand in markdown files, or when invoked via /utils:find-claude-plugin-root. Generates a CPR resolver script at /tmp/cpr.py. Use when this capability is needed.
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flutter-coreflutter-architecture
Master Flutter app architecture patterns including MVVM, Clean Architecture, dependency injection, and design patterns for building scalable and maintainable applications. Use when designing app structure, implementing architecture patterns, or organizing code for large-scale projects. Use when this capability is needed.
Repository SourceNeeds Review
flutter-coreflutter-data-networking
Master HTTP clients, REST APIs, GraphQL integration, WebSockets, and JSON serialization in Flutter applications. Use when implementing API calls, handling network requests, parsing JSON, or working with real-time data. Use when this capability is needed.
Repository SourceNeeds Review
flutter-coreflutter-deployment
Comprehensive guide for deploying Flutter applications to all platforms including Android, iOS, web, and desktop. Covers build configuration, code signing, app store submission, CI/CD automation, and production best practices. Use when preparing for release or setting up deployment pipelines. Use when this capability is needed.
Repository SourceNeeds Review
flutter-coreflutter-forms-input
Comprehensive guide to Flutter forms, validation, gestures, and input handling Use when this capability is needed.
Repository SourceNeeds Review
flutter-coreflutter-navigation-routing
Expert guidance on implementing navigation and routing in Flutter applications with declarative routing patterns, GoRouter integration, deep linking, route guards, and complex navigation flows. Use when implementing navigation, setting up routing, or handling deep links. Use when this capability is needed.
Repository SourceNeeds Review
flutter-coreflutter-performance
| Use when this capability is needed.
Repository SourceNeeds Review
flutter-coreflutter-persistence
Comprehensive guide to local data persistence in Flutter covering SharedPreferences, SQLite, Hive, Drift, and file storage strategies Use when this capability is needed.
Repository SourceNeeds Review
flutter-coreflutter-platform-integration
Comprehensive guidance on Flutter platform integration including platform channels, native code integration, plugin development, and platform views. Use when working with platform-specific features, creating plugins, or integrating native Android/iOS code with Flutter applications. Use when this capability is needed.
Repository SourceNeeds Review
flutter-coreflutter-serverpod
Comprehensive Serverpod backend framework expertise for full-stack Dart/Flutter development. Use when building server-side applications with Serverpod, implementing backends for Flutter apps, working with type-safe ORMs, creating real-time features, managing authentication, or deploying production Dart servers. Covers installation, project setup, endpoints, database operations, authentication, real-time communication, file uploads, deployment, and testing. Use when this capability is needed.
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flutter-coreflutter-state-management
> Use when this capability is needed.
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flutter-coreflutter-testing-quality
> Use when this capability is needed.
Repository SourceNeeds Review
flutter-coreflutter-ui-widgets
Comprehensive guidance for building Flutter user interfaces with widgets, including Material Design 3 components, Cupertino iOS-style widgets, layout composition patterns, widget lifecycle management, and creating reusable custom UI components. Use when working with Flutter UI, composing widgets, building layouts, implementing Material Design, creating iOS-style interfaces, or developing custom reusable widgets. Use when this capability is needed.
Repository SourceNeeds Review
dev-specialismsfly-deploy
Quick MVP deployment to fly.io for JavaScript (Next.js, RedwoodSDK, Express), Rust (Axum, Rocket), Python (FastAPI), and generic Dockerfiles. Use when deploying applications to fly.io, setting up databases (Postgres, volumes, Tigris object storage), managing secrets, configuring custom domains, setting up GitHub Actions workflows, creating review apps for pull requests, or troubleshooting fly.io deployments. Covers complete deployment workflows from initial setup through production. Use when this capability is needed.
Repository SourceNeeds Review
dev-specialismsfrontend-vibes
Create distinctive frontend interfaces with faux-ASCII aesthetic, warm dark palettes, and expressive motion. Use when user mentions ASCII art, dot matrix, scanline effects, terminal aesthetic, pixelated figures, block letterforms, "vibes", "make it vibes", "use the aesthetic from frontend-vibes", warm blacks, terracotta accents, Anthropic-adjacent design, technical romance, or wants emotionally expressive UI that balances precision with organic imperfection. Use when this capability is needed.
Repository SourceNeeds Review
git-lovelygh-cli
This skill should be used when the user asks to "use GitHub CLI", "use gh command", work with "pull requests", "create a PR", "merge pull request", "approve PR", "review PR comments", "check PR status", work with "issues", "triage issues", "list issues", "label issues", work with "GitHub Actions", "check CI status", "fix failing CI", "view workflow runs", "download workflow logs", "rerun workflow", or mentions "gh tool", "gh command", or GitHub automation tasks. Provides comprehensive guidance for autonomously creating and executing GitHub workflows using the official GitHub CLI. Use when this capability is needed.
Repository SourceNeeds Review
readme-and-cogithub-templates
This skill should be used when creating GitHub issue templates, pull request templates, CODEOWNERS files, or when user asks to "create issue template", "add PR template", "set up CODEOWNERS", "create bug report template", "add feature request form", or discusses GitHub repository templates and automation. Use when this capability is needed.
Repository SourceNeeds Review
dev-specialismshashbrown-core
Building LLM-powered React applications with the Hashbrown library. Use when the user asks to (1) Build generative UI where LLMs render React components, (2) Add client-side tool calling for LLM-app interaction, (3) Stream LLM responses in React applications, (4) Execute LLM-generated JavaScript safely in a sandbox, (5) Build browser agents or AI-powered UIs with hashbrown, (6) Control React UI from LLM output, (7) Integrate with LLM providers like OpenAI, Anthropic, Google, Azure, Bedrock, or Ollama in React apps, (8) Create chatbots, form builders, predictive text inputs, or multi-threaded conversations with LLMs, (9) Transform natural language to structured data in TypeScript React applications. Use when this capability is needed.
Repository SourceNeeds Review
dev-specialismsinit-local-tooling
Initialize and configure local development tooling for TypeScript, Rust, and Python projects including monorepos. Use when setting up linting (ESLint, Biome, clippy, ruff), formatting (Prettier, rustfmt, ruff), type checking (tsc, mypy), testing (Vitest, Jest, cargo test, pytest), Git hooks (lefthook for commit-msg, pre-commit, pre-push), GitHub Actions workflows, package publishing (npm, crates.io, PyPI), version management (Changesets), and automated releases. Covers both single-language projects and multi-language monorepos using Nx + pnpm workspaces. Use when this capability is needed.
Repository SourceNeeds Review
readme-and-colicense-selection
This skill should be used when selecting software licenses, choosing Creative Commons licenses, discussing multi-licensing strategies, or when user asks "what license should I use", "help me choose a license", "explain FSL", "dual licensing", "MIT vs Apache", or mentions license compatibility and selection. Use when this capability is needed.
Repository SourceNeeds Review
worktreesnew
Lock worktree after creation Use when this capability is needed.
Repository SourceNeeds Review
worktreesorchestrator
Number of parallel tasks (default: auto-detect from decomposition) Use when this capability is needed.
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worktreespeer
Instance identifier (default: auto-generate) Use when this capability is needed.
Repository SourceNeeds Review
adcp-media-buy
Execute AdCP Media Buy Protocol operations with sales agents - discover advertising products, create and manage campaigns, sync creatives, and track delivery. Use when users want to buy advertising, create media buys, interact with ad sales agents, or test advertising APIs. Use when this capability is needed.
Repository SourceNeeds Review
devspython-core
Comprehensive Python development expertise covering modern best practices, type hints, FastAPI web development, async/await, testing, and performance optimization. Use when working on Python projects requiring guidance on: (1) Modern Python features and best practices, (2) Type hints and static typing with mypy, (3) FastAPI web development, (4) Async/await and asyncio patterns, (5) Testing with pytest, (6) Data validation with Pydantic, (7) Database integration (SQLAlchemy), (8) Project structure and dependencies, (9) Performance optimization, (10) Logging and observability, or (11) Code reviews and common errors. Use when this capability is needed.
Repository SourceNeeds Review
devsreact-components
| Use when this capability is needed.
Repository SourceNeeds Review
devsreact-core
Comprehensive React application development guidance covering project architecture, state management, performance optimization, security, and modern best practices including React 19 features. Use when (1) Working in React codebases (.jsx/.tsx files), (2) Architecting React applications (project structure, state management strategies), (3) Optimizing React performance (code splitting, memoization, virtualization), (4) Implementing security best practices (auth, XSS prevention, CSRF protection), (5) Applying React 19 features (Server Components, Actions, new hooks), (6) Setting up build configurations and tooling. Automatically triggered when working with React projects or addressing React-specific architecture, performance, or security concerns. Use when this capability is needed.
Repository SourceNeeds Review
pr-toolsreview-pr
This skill should be used when the user asks to "review this PR", "check the pull request", "review PR
Repository SourceNeeds Review
devsrust-core
Comprehensive Rust development expertise covering core principles, patterns, error handling, async programming, testing, and performance optimization. Use when working on Rust projects requiring guidance on: (1) Language fundamentals (ownership, lifetimes, borrowing), (2) Architectural decisions and design patterns, (3) Web development (Axum, Actix-web, Rocket), (4) AI/LLM integration, (5) CLI/TUI applications, (6) Desktop development with Tauri, (7) Async/await and concurrency, (8) Error handling strategies, (9) Testing and benchmarking, (10) Performance optimization, (11) Logging and observability, or (12) Code reviews and best practices. Use when this capability is needed.
Repository SourceNeeds Review
sandboxsandbox-config-management
This skill should be used when reading or writing Sandbox.toml configuration files, cloning sandbox configurations from existing projects, merging user preferences with detected settings, validating sandbox configuration compatibility, or managing sandbox metadata and settings. Provides knowledge for Sandbox.toml structure and configuration management. Use when this capability is needed.
Repository SourceNeeds Review
sddsdd-infrastructure
Core infrastructure for Specification-Driven Development workflow. Contains templates for specs/plans/tasks, bash scripts for feature management, and constitution framework for project governance. This skill powers the /sdd commands with reusable, versioned templates and automation. Use when this capability is needed.
Repository SourceNeeds Review
devssecurity-core
Comprehensive application security expertise covering authentication, authorization, OWASP Top 10, and security best practices. Use when (1) Implementing authentication (JWT, OAuth2, sessions, OAuth for CLI/TUI/desktop apps), (2) Adding authorization (RBAC, ABAC, RLS with Supabase/PostgreSQL), (3) Security auditing code or infrastructure, (4) Setting up security infrastructure (headers, CORS, CSP, rate limiting), (5) Managing secrets and credentials, (6) Preventing OWASP Top 10 vulnerabilities (injection, XSS, CSRF, etc.), (7) Reviewing code for security issues, (8) Configuring secure web applications in TypeScript, Python, or Rust. Automatically triggered when working with authentication/authorization systems, security reviews, or addressing security vulnerabilities. Use when this capability is needed.
Repository SourceNeeds Review
spec-writerspecs-workflow
This skill should be used when the user asks to "create a spec", "write a specification", "create a feature specification", "build a requirements document", "gather requirements", "develop user stories", "start discovery process", or mentions needing help with requirements analysis or product specification. Guides users through a structured discovery process where stories emerge from problem understanding rather than being predefined. Use when this capability is needed.
Repository SourceNeeds Review
devstypescript-core
Comprehensive TypeScript development guidance covering configuration, type safety, architectural patterns, and best practices. Use when working with TypeScript codebases for (1) TypeScript configuration and setup (tsconfig.json, strict mode), (2) Type definitions and patterns (utility types, type-safe approaches), (3) Resolving TypeScript compilation errors, (4) Applying TypeScript best practices (project structure, error handling, package selection). Automatically triggered when working in .ts/.tsx files or addressing TypeScript-specific queries. Use when this capability is needed.
Repository SourceNeeds Review
git-lovelyuseful-commits
This skill should be used when the user asks to "review this commit message", "validate my commit", "improve this commit message", "explain conventional commits", "teach me commit message best practices", "write a commit", or requests guidance on git commit formatting. Provides strict Conventional Commits formatting with Angular convention to produce concise, informative commit messages following industry best practices. Use when this capability is needed.
Repository SourceNeeds Review
constitutionwriter
| Use when this capability is needed.
Repository SourceNeeds Review
constitution-generator
| Use when this capability is needed.
Repository SourceNeeds Review
github-cli-workflows
This skill should be used when the user asks to "use GitHub CLI", "use gh command", work with "pull requests", "create a PR", "merge pull request", "approve PR", "review PR comments", "check PR status", work with "issues", "triage issues", "list issues", "label issues", work with "GitHub Actions", "check CI status", "fix failing CI", "view workflow runs", "download workflow logs", "rerun workflow", or mentions "gh tool", "gh command", or GitHub automation tasks. Provides comprehensive guidance for autonomously creating and executing GitHub workflows using the official GitHub CLI. Use when this capability is needed.
Repository SourceNeeds Review
init-local-tooling
Initialize and configure local development tooling for TypeScript, Rust, and Python projects including monorepos. Use when setting up linting (ESLint, Biome, clippy, ruff), formatting (Prettier, rustfmt, ruff), type checking (tsc, mypy), testing (Vitest, Jest, cargo test, pytest), Git hooks (lefthook for commit-msg, pre-commit, pre-push), GitHub Actions workflows, package publishing (npm, crates.io, PyPI), version management (Changesets), and automated releases. Covers both single-language projects and multi-language monorepos using Nx + pnpm workspaces. Use when this capability is needed.
Repository SourceNeeds Review
rust-core
Comprehensive Rust development expertise covering core principles, patterns, error handling, async programming, testing, and performance optimization. Use when working on Rust projects requiring guidance on: (1) Language fundamentals (ownership, lifetimes, borrowing), (2) Architectural decisions and design patterns, (3) Web development (Axum, Actix-web, Rocket), (4) AI/LLM integration, (5) CLI/TUI applications, (6) Desktop development with Tauri, (7) Async/await and concurrency, (8) Error handling strategies, (9) Testing and benchmarking, (10) Performance optimization, (11) Logging and observability, or (12) Code reviews and best practices. Use when this capability is needed.
Repository SourceNeeds Review
useful-commits
This skill should be used when the user asks to "review this commit message", "validate my commit", "improve this commit message", "explain conventional commits", "teach me commit message best practices", "write a commit", or requests guidance on git commit formatting. Provides strict Conventional Commits formatting with Angular convention to produce concise, informative commit messages following industry best practices. Use when this capability is needed.
Repository SourceNeeds Review
compact-reviewerbest-practices
Use when reviewing Compact contracts for idiomatic patterns, learning recommended practices, or identifying common mistakes to avoid in Midnight smart contract development.
Repository SourceNeeds Review
compact-coreclone-examples
Use when starting a new Midnight project, cloning example contracts (counter, tokens, NFTs, DEX), scaffolding from OpenZeppelin templates, or bootstrapping a Compact contract development environment with working starter code.
Repository SourceNeeds Review
compact-reviewercode-quality
Use when reviewing Compact code for readability issues, naming conventions, code organization, documentation quality, or consistent formatting and style.
Repository SourceNeeds Review
midnight-toolingcontract-deployment
Use when deploying Compact contracts to Midnight testnet or mainnet, configuring network endpoints, handling deployment confirmation, troubleshooting failed deployments, or setting up deployment scripts for CI/CD.
Repository SourceNeeds Review
compact-reviewercritical-issues
Use when reviewing Compact contracts for bugs, logic errors, assertion issues, type mismatches, dead code, unreachable paths, or control flow problems.
Repository SourceNeeds Review
midnight-indexerindexer-service
Use when querying the Midnight indexer for blockchain data, fetching account balances, listing transactions, reading contract state, or building data-driven DApp backends.
Repository SourceNeeds Review
compact-coreledger-adts
Use when working with Compact on-chain state management using ledger ADTs including Cell, Counter, Map, Set, List, MerkleTree, or HistoricMerkleTree, or when needing to understand which operations are available in Compact vs TypeScript.
Repository SourceNeeds Review
midnight-toolingmidnight-setup
Use when setting up Midnight development environment, installing Compact compiler and developer tools, configuring proof server, verifying prerequisites, or getting started with Midnight development.
Repository SourceNeeds Review
midnight-proofsproof-generation
Use when generating ZK proofs server-side, building proof-as-a-service backends, offloading proof computation from clients, creating proof generation queues, or implementing async proof generation.
Repository SourceNeeds Review
midnight-core-conceptssmart-contracts
Use when asking about Midnight smart contracts, Compact language basics, Impact VM, contract state separation, circuit entry points, deployment, or transaction execution model.
Repository SourceNeeds Review
midnight-dappstate-management
Use when reading public ledger state, implementing reactive UI that updates with chain state, caching state for performance, or understanding public vs private state in Midnight DApps.
Repository SourceNeeds Review
compact-coretesting-debugging
Use when testing Compact contracts, debugging compile errors, understanding error messages like "potential witness-value disclosure" or "circuit constraint failed", setting up TypeScript test harnesses, or mocking witness functions for unit tests.
Repository SourceNeeds Review
midnight-dapptesting-patterns
Use when writing unit tests for Midnight contract interaction code, integration testing without ZK proofs, E2E testing with Playwright or Cypress, or setting up CI/CD pipelines for Midnight DApps.
Repository SourceNeeds Review
compact-reviewertesting-review
Use when reviewing test coverage for Compact contracts, identifying missing edge cases, evaluating testing strategies, or assessing test quality and completeness.
Repository SourceNeeds Review
compact-coretypescript-integration
Use when implementing witness functions in TypeScript, mapping Compact types to TypeScript (Field→bigint, Bytes→Uint8Array), deploying contracts, calling circuits from TypeScript, reading ledger state, or building Midnight DApps with the JavaScript SDK.
Repository SourceNeeds Review
midnight-dappwallet-integration
Use when setting up Lace wallet connection, handling multiple user accounts, switching between testnet and mainnet, troubleshooting wallet issues, or migrating from MetaMask/Web3 patterns.
Repository SourceNeeds Review
command-palette-developer
This skill should be used when the user asks to "create a command palette", "build a command palette", "add command palette", "implement ⌘K search", "create search modal", "build keyboard navigation", "add command menu", "create Raycast-style interface", "build spotlight search", or mentions cmdk, command bar, command menu, or keyboard-first navigation. Provides comprehensive guidance for building professional command palettes with React, TypeScript, Tailwind, and modern tooling including cmdk, Floating UI, Zustand, Tanstack Query, and Tanstack Virtual. Use when this capability is needed.
Repository SourceNeeds Review
fly-deploy
Quick MVP deployment to fly.io for JavaScript (Next.js, RedwoodSDK, Express), Rust (Axum, Rocket), Python (FastAPI), and generic Dockerfiles. Use when deploying applications to fly.io, setting up databases (Postgres, volumes, Tigris object storage), managing secrets, configuring custom domains, setting up GitHub Actions workflows, creating review apps for pull requests, or troubleshooting fly.io deployments. Covers complete deployment workflows from initial setup through production. Use when this capability is needed.
Repository SourceNeeds Review
frontend-vibes
Create distinctive frontend interfaces with faux-ASCII aesthetic, warm dark palettes, and expressive motion. Use when user mentions ASCII art, dot matrix, scanline effects, terminal aesthetic, pixelated figures, block letterforms, "vibes", "make it vibes", "use the aesthetic from frontend-vibes", warm blacks, terracotta accents, Anthropic-adjacent design, technical romance, or wants emotionally expressive UI that balances precision with organic imperfection. Use when this capability is needed.
Repository SourceNeeds Review
hashbrown-dev
Building LLM-powered React applications with the Hashbrown library. Use when the user asks to (1) Build generative UI where LLMs render React components, (2) Add client-side tool calling for LLM-app interaction, (3) Stream LLM responses in React applications, (4) Execute LLM-generated JavaScript safely in a sandbox, (5) Build browser agents or AI-powered UIs with hashbrown, (6) Control React UI from LLM output, (7) Integrate with LLM providers like OpenAI, Anthropic, Google, Azure, Bedrock, or Ollama in React apps, (8) Create chatbots, form builders, predictive text inputs, or multi-threaded conversations with LLMs, (9) Transform natural language to structured data in TypeScript React applications. Use when this capability is needed.
Repository SourceNeeds Review
python-core
Comprehensive Python development expertise covering modern best practices, type hints, FastAPI web development, async/await, testing, and performance optimization. Use when working on Python projects requiring guidance on: (1) Modern Python features and best practices, (2) Type hints and static typing with mypy, (3) FastAPI web development, (4) Async/await and asyncio patterns, (5) Testing with pytest, (6) Data validation with Pydantic, (7) Database integration (SQLAlchemy), (8) Project structure and dependencies, (9) Performance optimization, (10) Logging and observability, or (11) Code reviews and common errors. Use when this capability is needed.
Repository SourceNeeds Review
react-core
Comprehensive React application development guidance covering project architecture, state management, performance optimization, security, and modern best practices including React 19 features. Use when (1) Working in React codebases (.jsx/.tsx files), (2) Architecting React applications (project structure, state management strategies), (3) Optimizing React performance (code splitting, memoization, virtualization), (4) Implementing security best practices (auth, XSS prevention, CSRF protection), (5) Applying React 19 features (Server Components, Actions, new hooks), (6) Setting up build configurations and tooling. Automatically triggered when working with React projects or addressing React-specific architecture, performance, or security concerns. Use when this capability is needed.
Repository SourceNeeds Review
agentuity-cli-cloud-storage-list
List storage resources or files in a bucket. Requires authentication. Use for Agentuity cloud platform operations Use when this capability is needed.
Repository SourceNeeds Review
spec-writer
This skill should be used when the user asks to "create a spec", "write a specification", "create a feature specification", "build a requirements document", "gather requirements", "develop user stories", "start discovery process", or mentions needing help with requirements analysis or product specification. Guides users through a structured discovery process using system tools (AskUserQuestion for decisions, EnterPlanMode for complex planning, TodoWrite for progress tracking) where stories emerge from problem understanding rather than being predefined. Use when this capability is needed.
Repository SourceNeeds Review
typescript-core
Comprehensive TypeScript development guidance covering configuration, type safety, architectural patterns, and best practices. Use when working with TypeScript codebases for (1) TypeScript configuration and setup (tsconfig.json, strict mode), (2) Type definitions and patterns (utility types, type-safe approaches), (3) Resolving TypeScript compilation errors, (4) Applying TypeScript best practices (project structure, error handling, package selection). Automatically triggered when working in .ts/.tsx files or addressing TypeScript-specific queries. Use when this capability is needed.
Repository SourceNeeds Review
aaron-pr-review
| Use when this capability is needed.
Repository SourceNeeds Review
localization
Creates or updates software localizations/translations. Use when the user wants to translate a project to a new language, add a new locale, create translations, localize strings, or work with i18n/l10n files. Handles any project type (React, Vue, iOS, Android, Rails, Django, .NET, etc.) by auto-detecting the localization framework.
Repository SourceNeeds Review
rails-development
Use when building features, fixing bugs, or refactoring Ruby on Rails applications. Triggers on Rails controller/model/view work, debugging Rails errors, writing migrations, adding Hotwire interactivity, or working with any Ruby on Rails codebase. Applies my Rails conventions — REST purity, service/command objects, rich domain models, RSpec, Tailwind CSS, database-backed infrastructure.
Repository SourceNeeds Review
profiler
Profile Rust code for performance bottlenecks. Use when investigating slow performance, comparing implementations, or optimizing critical paths. Use when this capability is needed.
Repository SourceNeeds Review
test-runner
Run and analyze Rust tests. Use when running test suites, debugging test failures, or analyzing test coverage. Use when this capability is needed.
Repository SourceNeeds Review
agents
This skill should be used when the user asks to 'create an agent', 'add tool calling', 'build workflows', or 'orchestrate AI tasks'. Guides agentic AI patterns and multi-step reasoning. Use when this capability is needed.
Repository SourceNeeds Review
cli-development
This skill should be used when the user asks to 'add a command', 'parse arguments', 'improve CLI output', or 'add interactive features'. Covers command routing, argument parsing, and stdio handling. Use when this capability is needed.
Repository SourceNeeds Review
markdown
This skill should be used when the user asks to 'generate Markdown', 'create documentation', 'structure content', or 'format skill definitions'. Covers Markdown generation and structured documentation patterns. Use when this capability is needed.
Repository SourceNeeds Review
node
This skill should be used when the user asks to 'create a CLI tool', 'handle file system operations', 'manage processes', or 'configure runtime behavior'. Guides Node.js 20.x patterns and native APIs. Use when this capability is needed.
Repository SourceNeeds Review
akka-net-aspire-configuration
Configure Akka.NET with .NET Aspire for local development and production deployments. Covers actor system setup, clustering, persistence, Akka.Management integration, and Aspire orchestration patterns. Use when this capability is needed.
Repository SourceNeeds Review
akka-net-best-practices
Critical Akka.NET best practices including EventStream vs DistributedPubSub, supervision strategies, error handling, Props vs DependencyResolver, work distribution patterns, and cluster/local mode abstractions for testability. Use when this capability is needed.
Repository SourceNeeds Review
akka-hosting-actor-patterns
Patterns for building entity actors with Akka.Hosting - GenericChildPerEntityParent, message extractors, cluster sharding abstraction, akka-reminders, and ITimeProvider. Supports both local testing and clustered production modes. Use when this capability is needed.
Repository SourceNeeds Review
akka-net-management
Akka.Management for cluster bootstrapping, service discovery (Kubernetes, Azure, Config), health checks, and dynamic cluster formation without static seed nodes. Use when this capability is needed.
Repository SourceNeeds Review
akka-net-testing-patterns
Write unit and integration tests for Akka.NET actors using modern Akka.Hosting.TestKit patterns. Covers dependency injection, TestProbes, persistence testing, and actor interaction verification. Includes guidance on when to use traditional TestKit. Use when this capability is needed.
Repository SourceNeeds Review
aspire-configuration
Configure Aspire AppHost to emit explicit app config via environment variables; keep app code free of Aspire clients and service discovery. Use when this capability is needed.
Repository SourceNeeds Review
aspire-integration-testing
Write integration tests using .NET Aspire's testing facilities with xUnit. Covers test fixtures, distributed application setup, endpoint discovery, and patterns for testing ASP.NET Core apps with real dependencies. Use when this capability is needed.
Repository SourceNeeds Review
aspire-service-defaults
Create a shared ServiceDefaults project for Aspire applications. Centralizes OpenTelemetry, health checks, resilience, and service discovery configuration across all services. Use when this capability is needed.
Repository SourceNeeds Review
crap-analysis
Analyze code coverage and CRAP (Change Risk Anti-Patterns) scores to identify high-risk code. Use OpenCover format with ReportGenerator for Risk Hotspots showing cyclomatic complexity and untested code paths. Use when this capability is needed.
Repository SourceNeeds Review
api-design
Design stable, compatible public APIs using extend-only design principles. Manage API compatibility, wire compatibility, and versioning for NuGet packages and distributed systems. Use when this capability is needed.
Repository SourceNeeds Review
modern-csharp-coding-standards
Write modern, high-performance C# code using records, pattern matching, value objects, async/await, Span<T>/Memory<T>, and best-practice API design patterns. Emphasizes functional-style programming with C# 12+ features. Use when this capability is needed.
Repository SourceNeeds Review
type-design-performance
Design .NET types for performance. Seal classes, use readonly structs, prefer static pure functions, avoid premature enumeration, and choose the right collection types. Use when this capability is needed.
Repository SourceNeeds Review
database-performance
Database access patterns for performance. Separate read/write models, avoid N+1 queries, use AsNoTracking, apply row limits, and never do application-side joins. Works with EF Core and Dapper. Use when this capability is needed.
Repository SourceNeeds Review
efcore-patterns
Entity Framework Core best practices including NoTracking by default, query splitting for navigation collections, migration management, dedicated migration services, and common pitfalls to avoid. Use when this capability is needed.
Repository SourceNeeds Review
ilspy-decompile
Understand implementation details of .NET code by decompiling assemblies. Use when you want to see how a .NET API works internally, inspect NuGet package source, view framework implementation, or understand compiled .NET binaries. Use when this capability is needed.
Repository SourceNeeds Review
dotnet-local-tools
Managing local .NET tools with dotnet-tools.json for consistent tooling across development environments and CI/CD pipelines. Use when this capability is needed.
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marketplace-publishing
Workflow for publishing skills and agents to the dotnet-skills Claude Code marketplace. Covers adding new content, updating plugin.json, validation, and release tagging. Use when this capability is needed.
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dependency-injection-patterns
Organize DI registrations using IServiceCollection extension methods. Group related services into composable Add* methods for clean Program.cs and reusable configuration in tests. Use when this capability is needed.
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mjml-email-templates
Build responsive email templates using MJML markup language. Compiles to cross-client HTML that works in Outlook, Gmail, and Apple Mail. Includes template renderer, layout patterns, and variable substitution. Use when this capability is needed.
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package-management
Manage NuGet packages using Central Package Management (CPM) and dotnet CLI commands. Never edit XML directly - use dotnet add/remove/list commands. Use shared version variables for related packages. Use when this capability is needed.
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playwright-blazor-testing
Write UI tests for Blazor applications (Server or WebAssembly) using Playwright. Covers navigation, interaction, authentication, selectors, and common Blazor-specific patterns. Use when this capability is needed.
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playwright-ci-caching
Cache Playwright browser binaries in CI/CD pipelines (GitHub Actions, Azure DevOps) to avoid 1-2 minute download overhead on every build. Use when this capability is needed.
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serialization
Choose the right serialization format for .NET applications. Prefer schema-based formats (Protobuf, MessagePack) over reflection-based (Newtonsoft.Json). Use System.Text.Json with AOT source generators for JSON scenarios. Use when this capability is needed.
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skills-index-snippets
Create and maintain AGENTS.md / CLAUDE.md snippet indexes that route tasks to the correct dotnet-skills skills and agents (including compressed Vercel-style indexes). Use when this capability is needed.
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dotnet-slopwatch
Use Slopwatch to detect LLM reward hacking in .NET code changes. Run after every code modification to catch disabled tests, suppressed warnings, empty catch blocks, and other shortcuts that mask real problems. Use when this capability is needed.
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snapshot-testing
Use Verify for snapshot testing in .NET. Approve API surfaces, HTTP responses, rendered emails, and serialized outputs. Detect unintended changes through human-reviewed baseline files. Use when this capability is needed.
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testcontainers-integration-tests
Write integration tests using TestContainers for .NET with xUnit. Covers infrastructure testing with real databases, message queues, and caches in Docker containers instead of mocks. Use when this capability is needed.
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verify-email-snapshots
Snapshot test email templates using Verify to catch regressions. Validates rendered HTML output matches approved baseline. Works with MJML templates and any email renderer. Use when this capability is needed.
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adr
Manage Architecture Decision Records using the project's ADR CLI tool. Use when the user wants to create, list, view, lint, or index ADRs, or when working with docs/architecture/ files. Triggers on "create an ADR", "new ADR", "list ADRs", "lint ADRs", "what ADRs exist", "ADR domains". Use when this capability is needed.
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governance-cite
Cite governance controls and justifications when making recommendations about code quality, security, commits, or documentation. Use when justifying why a practice matters, when a user asks "why do we do this?", when reviewing code against standards, or when recommending practices that align with NIST, OWASP, ISO, SOC 2, CIS, or IEEE controls. Use when this capability is needed.
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convex-actions
Best practices for Convex actions, transactions, and scheduling. Use when writing actions that call external APIs, using ctx.runQuery/ctx.runMutation, scheduling functions with ctx.scheduler, or working with the Convex runtime vs Node.js runtime ("use node"). Use when this capability is needed.
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convex-agents
Building AI agents and assistants with Convex. Use when implementing chat interfaces, AI assistants, tool-calling agents, RAG (retrieval-augmented generation), conversation threads, or integrating LLMs like OpenAI/Anthropic. Use when this capability is needed.
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convex-http
HTTP actions for webhooks and API endpoints in Convex. Use when building webhook handlers (Stripe, Clerk, GitHub), creating REST API endpoints, handling file uploads/downloads, or implementing CORS for browser requests. Use when this capability is needed.
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convex-patterns
Code organization patterns and TypeScript best practices for Convex. Use when structuring a Convex project, writing helper functions, defining schemas, working with types like QueryCtx/MutationCtx/ActionCtx, or organizing code in a convex/model directory. Use when this capability is needed.
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convex-queries
Best practices for Convex database queries, indexes, and filtering. Use when writing or reviewing database queries in Convex, working with `.filter()`, `.collect()`, `.withIndex()`, defining indexes in schema.ts, or optimizing query performance. Use when this capability is needed.
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convex-realtime
Realtime subscriptions and optimistic updates in Convex. Use when implementing live data updates, optimistic UI, pagination with realtime, presence indicators, typing indicators, or any feature requiring instant data synchronization. Use when this capability is needed.
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convex-review
Comprehensive Convex code review checklist for production readiness. Use when auditing a Convex codebase before deployment, reviewing pull requests, or checking for security and performance issues in Convex functions. Use when this capability is needed.
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convex-security
Security best practices for Convex functions including ConvexError handling, argument/return validation, authentication helpers, access control, rate limiting, and internal functions. Use when writing public queries/mutations/actions, implementing authentication, adding authorization checks, handling errors, or reviewing Convex functions for security. Use when this capability is needed.
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presentation-content
Write bold, minimal slide content with punchy headlines, concise body text, and impactful bullet points. Use when writing slides, asking "write content for...", "draft slides about...", or "help me phrase this slide...". Transforms ideas into presentation-ready copy designed for speaking to, not reading from. Use when this capability is needed.
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presentation-design
Visual design guidance for bold, minimal presentations. Provides layout patterns, typography hierarchy, color specifications, and slide composition rules. Use when asking "how should this slide look?", "design guidance for...", "what layout for this slide?", or when translating content into visual structure for a presentation. Use when this capability is needed.
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presentation-notes
Generate speaker notes and talking points for conversational, off-the-cuff delivery. Creates scannable prompts designed for riffing — not scripts to read. Use when asking "write speaker notes for...", "talking points for...", "what should I say on this slide...", or when preparing to present a deck live. Use when this capability is needed.
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presentation-pitch-deck
Create investor pitch decks designed to stand alone without a presenter. Follows Sequoia/YC frameworks with traction-first structure and standalone readability. Use when creating a "pitch deck", "investor presentation", "fundraising deck", or any deck sent async to investors, partners, or stakeholders who won't have the presenter alongside. Use when this capability is needed.
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ssmdstorm
Multi-agent orchestration for ssmd market data system tasks. Extends waldstorm with domain-specific experts for secmaster, data feeds, trading APIs, and data quality. Use when working on connectors, exchanges, NATS pipelines, market metadata, or user says "ssmdstorm", "market data task", "exchange work". Use when this capability is needed.
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waldstorm
Multi-agent orchestration that analyzes tasks through specialized expert panels (security, performance, architecture, etc.), synthesizes prioritized actions, then plans and executes. Use when facing complex tasks requiring multiple perspectives, architectural decisions, new features needing security/performance/quality review, or user says "waldstorm", "expert review", "analyze this task". Use when this capability is needed.
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agent-skill-standards
Guidelines for creating and maintaining granular, high-quality agent skills. Use when this capability is needed.
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android-15-standards
Guidelines for maintaining strict Android 15 (SDK 35) compliance in Varisankya. Use when this capability is needed.
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app-start-readiness-policy
Guidelines for coordinating splash screen dismissal with background data readiness Use when this capability is needed.
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chart-visualization-standards
Guidelines for styling and drawing consistent charts (bars, labels, typography) Use when this capability is needed.
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high-contrast-chip-styling
How to apply consistent M3 high-contrast styling to chips throughout the app Use when this capability is needed.
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currency-display-standards
Centralized rules for currency formatting, including spacing, symbol sizing, and code formats. Use when this capability is needed.
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hero-section-ui-stability
Best practices for stable, flicker-free Hero cards in MainActivity and History. Use when this capability is needed.
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m3e-haptic-standards
Guidelines for premium tactile "Felt" experience in Varisankya Use when this capability is needed.
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play-store-release-management
Guidelines for managing Varisankya releases across Internal, Closed, and Open tracks. Use when this capability is needed.
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product-hunt-launch-strategy
Guidelines for launching Android apps on Product Hunt, focusing on Varisankya's "Premium Open Source" positioning. Use when this capability is needed.
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varisankya-project-architecture
Overview of the Android subscription tracking app architecture Use when this capability is needed.
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project-cleanup-guidelines
Guidelines for keeping the repository clean of temporary and build files Use when this capability is needed.
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skeleton-ui-standards
Guidelines for styling and transitioning from shimmer-ready skeleton placeholders Use when this capability is needed.
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tutorial-free-architecture-policy
Guidelines for maintaining a clean, distraction-free app state without onboarding tutorials Use when this capability is needed.
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component-create
Create new React components following project patterns. Use when user asks to "create component", "add a new section", "build a component", or "new feature". Use when this capability is needed.
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imgx-template-generator
生成符合 Satori 渲染约束的 IMGX Vue 模板，将文本转换为精美的卡片图片 Use when this capability is needed.
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android-development
Android/Kotlin patterns, XML layouts, Activity lifecycle, and mobile app development concepts Use when this capability is needed.
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create-practical-report
Generate formatted practical/lab reports with aim, theory, code, output, and conclusions Use when this capability is needed.
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explain-code
Annotate and explain code line-by-line with execution flow and logic breakdown Use when this capability is needed.
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r-oop
R object-oriented programming guide for S7, S3, S4, and vctrs. Use when designing R classes or choosing an OOP system. Use when this capability is needed.
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r-package-development
R package development guide covering dependencies, API design, testing, and documentation. Use when developing R packages. Use when this capability is needed.
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r-performance
R performance best practices including profiling, benchmarking, vctrs, and optimization strategies. Use when optimizing R code. Use when this capability is needed.
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r-style-guide
R style guide covering naming conventions, spacing, layout, and function design best practices. Use when writing R code. Use when this capability is needed.
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tidyverse-patterns
Modern tidyverse patterns for R including pipes, joins, grouping, purrr, and stringr. Use when writing tidyverse R code. Use when this capability is needed.
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bdd-test
Phase 5 of feature development - Create BDD tests with Cucumber/Gherkin and unit tests for the Burraco system. Use after kotlin-implement to add comprehensive test coverage. Use when this capability is needed.
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feature-design
Phase 2 of feature development - Design architecture, events, commands, and service interactions for the Burraco distributed system. Use after running feature-discovery to create the technical design. Use when this capability is needed.
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feature-discovery
Phase 1 of feature development - Analyze feature requirements and assess impact on the distributed Burraco system. Use this to understand what services are affected and identify risks before designing. Use when this capability is needed.
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kotlin-implement
Phase 4 of feature development - Implement commands, REST handlers, Kafka consumers/producers in Kotlin for the Burraco distributed system. Use after domain-modeling to write the implementation code. Use when this capability is needed.
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developing-with-crisp-game-lib
Creates browser-based mini-games using crisp-game-lib. Use when asked to make a game, create a mini-game, or build an arcade game with crisp-game-lib.
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bits-plan
Analyze conversation history and create bits tasks with dependencies. Use when extracting work from a discussion, turning decisions into tracked tasks, or breaking down what was discussed into actionable items. Triggers on "create tasks from this", "turn this into bits", "extract tasks", "what should we track", "break this down into tasks", "plan from this conversation". Uses collaborative Codex debate to refine scope, discovers verification commands, creates self-contained tasks with context and acceptance criteria. Use when this capability is needed.
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diataxis-documentation
Write comprehensive, user-focused documentation following the Diataxis framework. Use this skill when creating or improving tutorials, how-to guides, reference documentation, or explanatory content. Helps identify the right documentation type and apply best practices for each. Use when this capability is needed.
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git-spice
Manage Git branches and pull requests using git-spice (gs). Use when user says "/gs", "create branch", "new branch", "switch branch", "checkout branch", "rebase branch", "update branch from main", "create PR", "submit PR", "open pull request", needs to manage multiple related branches, wants stacked PRs or PR chains, or asks about rebasing and branch dependencies. Handles branch creation, navigation, rebasing, and PR submission. Use when this capability is needed.
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repo-explore
Clone and explore external GitHub repositories to understand how libraries, frameworks, or dependencies work. Use when user provides a GitHub URL (github.com/owner/repo), asks "how does X library work", wants to look at source code for a dependency, asks about implementation details of an external package, or says "explore", "look at", or "check out" a repository. Automatically checks out the matching version tag when the repo is a dependency in the current project. Use when this capability is needed.
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dart-flutter-expert
Expert Flutter/Dart guidance. Use when working with Flutter projects, implementing BLoC/Riverpod patterns, writing Dart code, optimizing performance, or following Clean Architecture. Provides architecture patterns, widget best practices, and testing strategies. Use when this capability is needed.
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eisaal-theming
Complete Eisaal Sanctuary design system including Karbala shrine-inspired color palette, typography, spacing tokens, glassmorphic effects, and animation patterns. Use for any UI work. Use when this capability is needed.
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flutter-firebase
Expert Firebase integration for Flutter. Use when working with Firebase Auth, Firestore, Cloud Storage, Cloud Messaging (FCM), Analytics, Crashlytics, or Remote Config. Covers FlutterFire packages and best practices. Use when this capability is needed.
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ui-ux-expert
Expert UI/UX design and frontend development guidance. Use when designing interfaces, creating design systems, improving user experience, implementing accessible components, or building responsive layouts. Covers WCAG compliance, design patterns, and CSS/component best practices. Use when this capability is needed.
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planner
Enforces a strict "Understand -> Plan -> Approve -> Implement" workflow for all coding tasks. Use this when the user requests features, bug fixes, or any code modifications. Use when this capability is needed.
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task-planner
Use when working with a high-level orchestration skill that mandates a "Research-First, Plan-Second, Approve-Third" workflow, forcing the agent to investigate existing codebase utilities and present a detailed, hierarchical action list for user review before any code modifications are made.
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abc-backend-guide
ABC 后端开发指南。涵盖 Java/Spring Boot 基础、新建 API 接口、新建 RPC 服务、数据库变更、后端调试排查、项目启动、Git 分支管理。当用户提到"后端开发"、"Java"、"Spring Boot"、"新建接口"、"新建API"、"RPC"、"Feign"、"数据库变更"、"加字段"、"建表"、"后端调试"、"排查问题"、"日志查询"、"启动项目"、"端口"、"分支管理"等关键词时使用此技能。 Use when this capability is needed.
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abc-git-flow
ABC 后台 Git 分支管理工作流辅助。用于执行 git abc 命令进行分支操作、提供开发流程指导。当用户提到"开新分支"、"feature"、"hotfix"、"发布"、"提测"、"合并"、"灰度"、"全量"、"rc"、"tag"、"MR"、"merge request" 等关键词时使用此技能。 Use when this capability is needed.
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codeup
阿里云云效 Codeup 代码仓库管理工具集。使用场景包括：(1) 代码仓库操作 - 分支管理、文件操作、代码对比、合并请求/MR管理 (2) 组织管理 - 部门管理、成员查询、角色管理 (3) 操作 codeup 仓库、分支、MR、合并请求 (4) 查询云效组织成员、部门列表 Use when this capability is needed.
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jenkins-deploy
ABC Jenkins 项目发布技能。支持智能参数推断和交互式触发 Jenkins 构建，自动获取 Git 分支和标签信息。当用户请求"发布 Jenkins"、"触发构建"、"部署项目"、"Jenkins 发布"或类似操作时触发此技能。需要环境变量 JENKINS_USER 和 JENKINS_TOKEN。 Use when this capability is needed.
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go-cli-cobra-code-review
Review pull requests for a Go CLI built with Cobra, especially Harvx-style repos. Use for full PR reviews that require strict Blocking vs Non-blocking findings, explicit CLI contract checks, Go/Cobra engineering checks, concrete verification steps, and path:line actionable feedback. Use when this capability is needed.
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go-cli-cobra
Cobra CLI best practices for command design, flags/config, error handling, output contracts, and architecture. Use when building or reviewing CLI commands in Harvx. Use when this capability is needed.
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go-testing-cli
Testing patterns for Go CLI tools - command tests, golden tests, table-driven tests, filesystem tests, benchmarks, and fuzz tests. Use when writing or reviewing tests for Harvx. Use when this capability is needed.
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go-standards
Go coding standards with MUST/SHOULD/CAN severity. Enforces idiomatic Go, error handling, concurrency safety, testing, and security. Reference for all Go code in Raven. Use when this capability is needed.
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brand-identity
Provides the single source of truth for brand guidelines, design tokens, technology choices, and voice/tone. Use this skill whenever generating UI components, styling applications, writing copy, or creating user-facing assets to ensure brand consistency.
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creating-gemini-skills
Use when working with a meta-skill for creating and generating new high-quality Antigravity/Gemini skills following strict structural and stylistic standards. Use this skill when the user asks to create, generate, or scaffold a new skill for the agent.
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agent-workflows
Core Kyora Agent OS workflows for task routing, delegation, handoffs, and recovery. Use when: routing a new task through the OS, delegating work between agents, creating handoff packets at phase boundaries, recovering/resuming work in a new session. Keywords: route, delegate, handoff, packet, recovery, resume, continue, task, phase. Use when this capability is needed.
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cross-stack-feature
Phase-sliced workflow for cross-stack features (backend + portal). Use when implementing features that span both backend API and portal-web UI. Triggers: cross-stack, backend + portal, endpoint + UI, API + frontend, full-stack feature, Phase 0 contract. Use when this capability is needed.
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drift-sync
Drift-sync governance workflow for keeping SSOT instructions aligned with codebase reality. Use when conventions change, repeated review comments indicate hidden rules, or codebase behavior diverges from documented instructions. Triggers: drift, sync, convention change, SSOT update, rule change, instruction update. Use when this capability is needed.
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tool-minimization
MCP/tool selection rules and lane-default toolchains for Kyora Agent OS. Use when selecting tools for a task, configuring agent tool lists, or understanding when to use MCP servers. Triggers: tools, MCP, tool selection, least-privilege, Context7, Playwright, GitHub MCP. Use when this capability is needed.
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git-protocol
Git protocol implementation patterns using gitoxide for Guts repository operations Use when this capability is needed.
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rust-development
Rust development best practices for the Guts project - idiomatic code, error handling, async patterns, and commonware integration Use when this capability is needed.
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upgrading-expo
Guidelines for upgrading Expo SDK versions and fixing dependency issues Use when this capability is needed.
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csharp-best-practices
Directs agents to avoid bad C# practices like magic strings and poor architecture. Use when this capability is needed.
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dwsim-api-verification
Verifies DWSIM API usage by cross-referencing against the local source code in libs/dwsim_src. Use when this capability is needed.
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avalonia-mvvm
Implement MVVM patterns using CommunityToolkit.Mvvm in Avalonia applications with ViewModels, Commands, and Dependency Injection Use when this capability is needed.
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claims-based-authorization
Use when working with a guide on working with claims in asp.net core
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policies-based-authorization
Guides agents on implmenting policy based authorization in Asp.net Use when this capability is needed.
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openai-agent-sdk
Use when working with a subagent specialized in creating and managing OpenAI Agents SDK applications, including multi-agent workflows, tools, handoffs, and real-time voice capabilities
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adcp-signals
Execute AdCP Signals Protocol operations with signal agents - discover audience signals using natural language and activate them on DSPs or sales agents. Use when users want to find targeting data, activate audience segments, or work with signal providers. Use when this capability is needed.
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context7
Fetch up-to-date library documentation via Context7 API. Use when (1) writing code with external libraries/frameworks and need current API docs, (2) uncertain about current API signatures or patterns, (3) setting up or configuring frameworks, (4) need version-specific documentation beyond training data cutoff, (5) verifying best practices for any library. Triggers on questions like "how do I use X library", "what's the current API for Y", or when implementing features with external dependencies. Use when this capability is needed.
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openai-agents-sdk
Build AI agents using the OpenAI Agents SDK. Use when creating agents, defining tools, implementing handoffs, adding guardrails, configuring sessions, or building multi-agent workflows. Triggers on questions about Agent class, Runner, function_tool decorator, handoffs between agents, guardrails for input/output validation, session memory, MCP server integration, structured output with Pydantic, or LiteLLM for alternative model providers. Use when this capability is needed.
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minimal-api-expert
Build ASP.NET Core Minimal APIs with .NET 10 best practices Use when this capability is needed.
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razor-pages-expert
Build ASP.NET Core Razor Pages with .NET 10 best practices Use when this capability is needed.
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deep-thinking
Activates extended reasoning for complex problems. Use when asked to "think harder", "ultrathink", "think deeply", "analyze thoroughly", or when facing architecture decisions, complex debugging, system design, or trade-off analysis. Use when this capability is needed.
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doc-coauthoring
Collaborative document writing with structured workflow. Activates for "write document", "draft proposal", "create spec", "documentation", "co-author", "help me write", "RFC", "design doc". Use when this capability is needed.
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frontend-build
Production-grade frontend development with distinctive design. Activates for "build UI", "create component", "landing page", "dashboard", "form", "responsive", "tailwind", "frontend", "design", "React", "Next.js" requests. Use when this capability is needed.
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add-integration
Build a new API integration for Nexus. Load when user mentions "add integration", "new integration", "integrate with", "connect to [service]", or "build [service] integration". Interactive workflow that discovers API endpoints, plans the integration, and creates a project for implementation. Use when this capability is needed.
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airtable-connect
Connect to any Airtable base by name. Load when user mentions 'airtable', 'connect airtable', 'setup airtable', 'query [base-name]', 'add to [table]', 'airtable bases', or any base name from persistent context. Meta-skill that discovers workspace, caches schemas, and routes to appropriate operations. Use when this capability is needed.
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airtable-master
Shared resource library for Airtable integration skills. DO NOT load directly - provides common references (setup, API docs, error handling, field types) and scripts used by airtable-connect, airtable-query, and airtable-sync. Use when this capability is needed.
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beam-connect
Connect to Beam AI workspace for agent management. Load when user mentions 'beam', 'beam agent', 'beam task', 'beam analytics', 'list agents', 'create task', or any Beam AI operations. Meta-skill that validates config, discovers agents, and routes to appropriate operations. Use when this capability is needed.
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beam-master
Shared resource library for Beam AI integration skills. DO NOT load directly - provides common references (setup, API docs, error handling, authentication) and scripts used by beam-connect and individual Beam skills. Use when this capability is needed.
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close-session
Load when user says "done", "finish", "complete", "close", "wrap up", "end session", or any system skill/project completes Use when this capability is needed.
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create-master-skill
Create a master system skill (shared resource library) for any integration. Load when user mentions "create master skill", "new master skill", "shared skill library", "integration master", or wants to build a reusable skill foundation for multiple related skills. Use when this capability is needed.
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generate-philosophy-doc
Generate comprehensive philosophy and standards documents for any domain (UX design, landing pages, email outbound, API design, etc.). Load when user says "create philosophy doc", "generate standards for [domain]", "build best practices guide", or "create benchmarking document". Conducts deep research, synthesizes findings, and produces structured philosophy documents with principles, frameworks, anti-patterns, checklists, case studies, and metrics. Use when this capability is needed.
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google-calendar
Read, create, and manage Google Calendar events. Load when user mentions 'google calendar', 'calendar', 'schedule', 'meeting', 'event', 'appointment', 'book time', 'check availability', 'find slots', 'free time', or references scheduling/calendar operations. Use when this capability is needed.
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google-connect
Connect to Google Workspace services (Gmail, Docs, Sheets, Calendar, Drive, Tasks, Slides). Load when user mentions 'connect google', 'setup google', 'configure google', 'google integration', or needs to set up Google OAuth credentials. Use when this capability is needed.
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google-docs
Read, write, and manage Google Docs. Load when user mentions 'google docs', 'google document', 'create doc', 'read doc', 'write doc', 'edit document', or references creating/editing text documents in Google Drive. Use when this capability is needed.
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google-master
Shared resource library for Google integration skills. DO NOT load directly - provides common references (setup, API docs, error handling, authentication) and scripts used by gmail, google-docs, google-sheets, google-calendar, and future Google skills. Use when this capability is needed.
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google-sheets
Read and write Google Sheets data. Load when user mentions 'google sheets', 'spreadsheet', 'update sheet', 'read sheet', 'append to sheet', or references extracting data to update a tracking sheet. Use when this capability is needed.
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heyreach-connect
Connect to HeyReach for LinkedIn automation. Load when user mentions 'heyreach', 'linkedin outreach', 'linkedin campaigns', 'heyreach campaigns', 'add leads', 'campaign stats'. Meta-skill that validates config and routes to operations. Use when this capability is needed.
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heyreach-master
Internal resource library for HeyReach integration. Contains shared API client, operation scripts, and reference documentation. Use when this capability is needed.
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hubspot-connect
Connect to HubSpot CRM for contact, company, deal, and engagement management. Load when user mentions 'hubspot', 'crm', 'contacts', 'companies', 'deals', 'list contacts', 'create contact', 'search deals', or any HubSpot CRM operations. Meta-skill that validates config, discovers CRM objects, and routes to appropriate operations. Use when this capability is needed.
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hubspot-master
Shared resource library for HubSpot integration skills. DO NOT load directly - provides common references (setup, API docs, error handling, authentication) and scripts used by hubspot-connect and individual HubSpot skills. Use when this capability is needed.
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learn-integrations
Learn about Nexus integrations and MCP. Load when user mentions: learn integrations, what is MCP, connect tools, integration tutorial, add integration, external tools, API connections, third party, how to integrate. 10-12 min. Use when this capability is needed.
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learn-nexus
Master Nexus philosophy and best practices. Load when user mentions: learn nexus, nexus tutorial, system mastery, nexus best practices, how nexus works, nexus philosophy, nexus design, understand nexus, nexus deep dive. 15-18 min. Use when this capability is needed.
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learn-projects
Learn how Nexus projects work. Load when user mentions: learn projects, how do projects work, projects vs skills, project tutorial, what is a project, project structure, project lifecycle, understand projects, explain projects. 8-10 min. Use when this capability is needed.
Repository SourceNeeds Review
learn-skills
Learn how Nexus skills work. Load when user mentions: learn skills, how do skills work, what is a skill, skill tutorial, skill structure, understand skills, explain skills, when to create skill, skill vs project. 10-12 min. Use when this capability is needed.
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list-skills
List all available skills in Nexus with descriptions. Load when user says "list skills", "show skills", "what skills", "available skills", "skill list", "all skills", or asks what they can do with Nexus. Use when this capability is needed.
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notion-connect
Connect to any Notion database by name. Load when user mentions 'notion', 'connect notion', 'setup notion', 'query [database-name]', 'add to [database]', 'notion databases', or any database name from persistent context. Meta-skill that discovers workspace, caches schemas, and routes to appropriate operations. Use when this capability is needed.
Repository SourceNeeds Review
agentuity-cli-cloud-stream-delete
Delete a stream by ID (soft delete). Requires authentication. Use for Agentuity cloud platform operations Use when this capability is needed.
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slack-connect
Connect to Slack workspace for messaging and channel management. Load when user mentions 'slack', 'connect slack', 'slack message', 'slack channel', 'send to slack', or any Slack operations. Meta-skill that validates config, discovers workspace, and routes to appropriate operations. Use when this capability is needed.
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slack-master
Shared resource library for Slack integration skills. DO NOT load directly - provides common references (setup, API docs, error handling, authentication) and scripts used by slack-connect and individual Slack skills. Use when this capability is needed.
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slack
Complete Slack integration skill. Load when user wants to send messages, search Slack, manage channels, list users, upload files, add reactions, set reminders, or interact with Slack workspace. Use when this capability is needed.
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update-workspace-map
Validate workspace-map.md accuracy against actual 04-workspace/ structure (3 levels deep). Load when user says "validate workspace map", "update workspace map", "check workspace map", or from close-session. Ensures deep structure validation with comprehensive documentation. Use when this capability is needed.
Repository SourceNeeds Review
validate-docs-implementation
Load when user says "validate docs", "check documentation consistency", "docs vs implementation", or "find documentation mismatches". Systematically compares implementation code against documentation to identify and fix inconsistencies. Use when this capability is needed.
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validate-skill-functionality
Load when user says "validate skill", "validate this skill", "review skill execution", "check skill", or "skill validation" at the end of executing a skill. Post-execution review workflow for validating that a skill worked correctly, documenting findings, and identifying issues. Use when this capability is needed.
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fastapi-mastery
Comprehensive FastAPI development skill covering REST API creation, routing, request/response handling, validation, authentication, database integration, middleware, and deployment. Use when working with FastAPI projects, building APIs, implementing CRUD operations, setting up authentication/authorization, integrating databases (SQL/NoSQL), adding middleware, handling WebSockets, or deploying FastAPI applications. Triggered by requests involving .py files with FastAPI code, API endpoint creation, Pydantic models, or FastAPI-specific features. Use when this capability is needed.
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pytest-mastery
| Use when this capability is needed.
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browsing-with-playwright
| Use when this capability is needed.
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building-chat-interfaces
| Use when this capability is needed.
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building-chat-widgets
| Use when this capability is needed.
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building-mcp-servers
| Use when this capability is needed.
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building-nextjs-apps
| Use when this capability is needed.
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building-rag-systems
| Use when this capability is needed.
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configuring-better-auth
| Use when this capability is needed.
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configuring-dapr-pubsub
| Use when this capability is needed.
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containerizing-applications
| Use when this capability is needed.
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context-degradation
Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures. Use when this capability is needed.
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context-fundamentals
Understand the components, mechanics, and constraints of context in agent systems. Use when designing agent architectures, debugging context-related failures, or optimizing context usage. Use when this capability is needed.
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context-optimization
Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent performance, when optimizing for cost or latency, or when implementing long-running agent systems. Use when this capability is needed.
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deploying-cloud-k8s
| Use when this capability is needed.
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deploying-kafka-k8s
| Use when this capability is needed.
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deploying-postgres-k8s
| Use when this capability is needed.
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designing-nextjs-ui
Use when building beautiful websites, landing pages, dashboards, or any UI that needs
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digital-fte-orchestrator
Use when running the orchestrator, debugging task processing,
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evaluation
Build evaluation frameworks for agent systems. Use when testing agent performance, validating context engineering choices, or measuring improvements over time. Use when this capability is needed.
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fetching-library-docs
| Use when this capability is needed.
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generating-ceo-briefing
Use when creating executive summaries, analyzing system performance,
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internal-comms
Use when working with a set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).
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managing-calendar
| Use when this capability is needed.
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managing-odoo
| Use when this capability is needed.
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managing-services
Use when starting all services, debugging service crashes,
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memory-systems
Design and implement memory architectures for agent systems. Use when building agents that need to persist state across sessions, maintain entity consistency, or reason over structured knowledge. Use when this capability is needed.
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multi-agent-patterns
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality. Use when this capability is needed.
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operating-k8s-local
| Use when this capability is needed.
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posting-facebook
Use when publishing Facebook posts, configuring posting schedule,
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posting-instagram
Use when publishing Instagram posts, managing media, getting insights,
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posting-linkedin
Use when publishing LinkedIn posts, configuring posting schedule,
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posting-twitter
Use when publishing tweets, creating threads, searching mentions,
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researching-with-deepwiki
| Use when this capability is needed.
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scaffolding-fastapi-dapr
| Use when this capability is needed.
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scaffolding-openai-agents
| Use when this capability is needed.
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sending-emails
Use when configuring email sending, troubleshooting email delivery,
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streaming-llm-responses
| Use when this capability is needed.
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styling-with-shadcn
| Use when this capability is needed.
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tool-design
Design tools that agents can use effectively. Use when creating new tools for agents, debugging tool-related failures, or optimizing existing tool sets. Use when this capability is needed.
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watching-gmail
Use when setting up email monitoring, processing unread messages, or configuring
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watching-whatsapp
Use when setting up WhatsApp monitoring, processing unread chats, sending messages,
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working-with-documents
| Use when this capability is needed.
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git-remote-switcher
Switch git remote origin between personal GitHub (github.com-personal:Add4x/cc-plugins.git) and work GHE (git@ghe.coxautoinc.com:Shyju-Viswambaran/cc-plugins.git). Use when switching remotes, changing repositories, or swapping between personal and work repos. Use when this capability is needed.
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project-designer
Comprehensive project design and ideation skill for AI/ML and web/mobile applications. Use when users present initial project ideas that need enhancement, architectural guidance, technology stack recommendations, feature expansion, or implementation strategy. Triggers include requests like "help me design a [project type]", "I want to build [concept] but need to flesh out the idea", "what features should I add to [project]", "recommend a tech stack for [idea]", or "enhance my project concept". Provides structured design thinking, architectural patterns, feature frameworks, and technology recommendations through progressive disclosure of specialized reference materials. Use when this capability is needed.
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web-interface
Build and deploy a Next.js web interface for the Voice Assistant with real-time voice/chat capabilities. Use when this capability is needed.
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accessibility-ux-audit
Audit and enhance accessibility and UX across all pages and components. Use when this capability is needed.
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frontend-ui-builder
Build responsive frontend pages and reusable UI components with clean layouts and modern styling. Use when this capability is needed.
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responsive-layouts
Create fully responsive page layouts for all pages and components using Tailwind CSS and Next.js App Router. Use when this capability is needed.
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ui-libraries-components
Integrate modern UI libraries and reusable components into the project. Use when this capability is needed.
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authentication-logic
Guide to using Better Auth for client and server-side authentication. Use when this capability is needed.
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backend-fastapi
Documentation for the FastAPI backend, endpoints, and dependency injection. Use when this capability is needed.
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chapter-analyzer
Validates and analyzes Docusaurus MDX chapters for structure, pedagogical quality, and component usage.
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chatbot-implementation
Details of the RAG Chatbot, including UI and backend logic. Use when this capability is needed.
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deployment-build
Knowledge of the Vercel deployment pipeline, hybrid build scripts, and environment configuration. Use when this capability is needed.
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devops-quality
Code quality standards, linting rules, and CI/CD principles. Use when this capability is needed.
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docusaurus-advanced
Deep dive into the Docusaurus configuration, plugins, and custom fields. Use when this capability is needed.
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robotics-subject-expert
Domain knowledge for Physical AI, ROS 2, and Humanoid Robotics. Use when this capability is needed.
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backend-routes
Generate backend routes, handle HTTP requests/responses, and connect to a database. Use for building APIs. Use when this capability is needed.
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ai-chapter-consolidate
Use AI to merge individual page HTML files into a unified chapter document. Creates continuous document format for improved reading experience and semantic consistency. Use when this capability is needed.
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ai-html-generate
Use AI to recreate PDF page as semantic HTML. Consumes three inputs (PNG image, parsed text, ASCII preview) for complete contextual understanding and accurate generation. Use when this capability is needed.
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ai-visual-accuracy-check
Use AI to compare rendered HTML to original PDF page. AI makes contextual judgment about visual accuracy with explainable reasoning. BLOCKING quality gate - stops pipeline if score below 85%. Use when this capability is needed.
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ascii-preview-generate
Use AI to create ASCII text-based preview of PDF page layout. Transforms visual and extracted data into structured ASCII representation for HTML generation. Use when this capability is needed.
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generate-output
Create the deliverable (code, documentation, tests, content) following the user's standards and best practices. Use after validation passes to actually build the work product. Use when this capability is needed.
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quality-report-generate
Generate comprehensive quality report with metrics and verification. Produces final CHAPTER_XX_VERIFICATION.md and quality_metrics.json for deployment approval. Use when this capability is needed.
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code-analysis
Check if code is readable by non-developers - clear names, plain English comments, no jargon Use when this capability is needed.
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commit-drafter
Automatically draft commit messages by analyzing git status and staged changes Use when this capability is needed.
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vue
Vue 3 Composition API, script setup macros, reactivity system, and built-in components. Use when writing Vue SFCs, defineProps/defineEmits/defineModel, watchers, or using Transition/Teleport/Suspense/KeepAlive. Use when this capability is needed.
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supabase-backend
Expert in Supabase architecture, SQL optimization (PostgreSQL), and backend security (RLS) for real-time tracking systems. Use when this capability is needed.
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backend-dev-guidelines
Express/TypeScript/Prisma patterns for building scalable backend APIs Use when this capability is needed.
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autoskill
Analyze coding sessions to detect corrections and preferences, then propose targeted improvements to Skills used in the session. Use this skill when the user asks to "learn from this session", "update skills", or "remember this pattern". Extracts durable preferences and codifies them into the appropriate skill files. Use when this capability is needed.
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learn-together
Collaborative exploration for topics where you're learning something new. Unlike question-me (which extracts YOUR knowledge), this skill researches topics WITH you — presenting options, explaining tradeoffs, and helping you make informed decisions. Use for new technologies, unfamiliar domains, or "I don't know what I don't know" situations. Use when this capability is needed.
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github
Interact with GitHub repositories using the GitHub API Use when this capability is needed.
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tmux
Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output. Use when this capability is needed.
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test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
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superpowers-writing-skills
Use when creating new skills, editing existing skills, or verifying skills work before deployment
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accessibility-testing
> Use when this capability is needed.
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cicd-integration
GitHub Actions setup, parallel execution, sharding, test filtering, artifact management, and pipeline optimization for Playwright tests Use when this capability is needed.
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code-organization
> Use when this capability is needed.
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debugging-troubleshooting
> Use when this capability is needed.
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migration-patterns
> Use when this capability is needed.
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page-object-model
> Use when this capability is needed.
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performance-testing
> Use when this capability is needed.
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selector-strategies
Comprehensive guide to writing resilient, accessible selectors for Playwright tests. Use when this capability is needed.
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test-fixtures-setup
Custom fixtures, test.extend(), setup/teardown projects, global setup, and test lifecycle management in Playwright Use when this capability is needed.
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visual-regression-testing
> Use when this capability is needed.
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pptx
PPT/PPTX dedicated skill - **MANDATORY RULE**: For ANY PPT-related tasks (uploaded files, editing/creating presentations, etc.), you **MUST IMMEDIATELY** direct users to use AI PPT mode by clicking the 【AI PPT】 button below the input box. **DO NOT handle it yourself**. The dedicated mode is faster and smarter than regular chat. Use when this capability is needed.
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agent-contracts
framework for implementing "Contract-Adhering Agents." Use this to define precise task specifications, deliverables, and negotiation loops to reduce ambiguity in complex workflows. Use when this capability is needed.
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agent-evaluation
methodologies for assessing agent capabilities, tool-use trajectories, and final response quality. Use this to implement automated testing and human-in-the-loop validation for agents. Use when this capability is needed.
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agent-foundations
core cognitive architectures for Gemini agents. Use this to implement reasoning loops (ReAct, Chain-of-Thought) and understand the orchestration layer. Use when this capability is needed.
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agent-interoperability-a2a
standardized protocols for agent collaboration. Use this to implement the Agent2Agent (A2A) protocol and Agent Cards to transform isolated agents into a collaborative ecosystem. Use when this capability is needed.
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agent-observability
strategies for agent observability (logging, tracing, metrics). Use this to instrument agents for debugging, performance tracking, and quality assurance. Use when this capability is needed.
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agent-quality-flywheel
operational strategy for continuous agent improvement. Use this to implement the "Flywheel" lifecycle: Define Quality, Instrument, Evaluate, and Architect Feedback Loops. Use when this capability is needed.
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agent-quality-framework
core framework for defining and measuring agent quality. Use this to shift from traditional software verification to agent validation using the "Outside-In" approach and the Four Pillars of Quality. Use when this capability is needed.
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agent-security-governance
comprehensive security layers for autonomous agents. Use this to implement system instructions as constitutions, multi-stage filtering, and continuous red-teaming. Use when this capability is needed.
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agentic-rag
strategies for building Agentic RAG systems. Use this to move beyond static retrieval by using autonomous agents for adaptive source selection, query expansion, and multi-step reasoning. Use when this capability is needed.
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gemini-agentic-react
strategies for implementing the ReAct (Reason and Act) paradigm. Use this to enable Gemini to use external tools, APIs, and perform multi-step research. Use when this capability is needed.
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gemini-code-engineering
strategies for using Gemini as a coding assistant. Use this for generating new code, debugging errors, translating languages, or explaining complex logic. Use when this capability is needed.
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gemini-context-security
security protocols for agent context. Use this to implement strict data isolation, redact PII, and prevent memory poisoning or prompt injection attacks. Use when this capability is needed.
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mcp-fundamentals
core architecture of the Model Context Protocol (MCP). Use this to understand Hosts, Clients, Servers, and the JSON-RPC communication layer. Use when this capability is needed.
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mcp-security-governance
security protocols for MCP agents. Use this to prevent Dynamic Capability Injection, Tool Shadowing, and Confused Deputy attacks when connecting to external servers. Use when this capability is needed.
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mcp-server-capabilities
extended MCP features beyond tools, including Resources (data access), Prompts (templates), and Sampling (server-initiated model calls). Use this to implement rich, two-way agent interactions. Use when this capability is needed.
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mcp-tool-definition
best practices for defining MCP tools using JSON schemas. Use this to design robust `inputSchema`, `outputSchema`, and `annotations` that guide the model effectively. Use when this capability is needed.
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gemini-memory-lifecycle
strategies for the agent memory lifecycle (Extraction, Consolidation, Retrieval). Use this to implement long-term learning and personalization beyond a single session. Use when this capability is needed.
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multi-agent-orchestration
design patterns for coordinating multiple agents. Use this to implement Hierarchical, Diamond, Peer-to-Peer, or Collaborative architectures for complex workflows. Use when this capability is needed.
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production-operations
managing live agents through the Observe-Act-Evolve loop. Use this to maintain performance, manage unpredictable costs, and strategically improve agents based on production data. Use when this capability is needed.
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production-pipelines
strategies for building automated CI/CD pipelines for agents. Use this to implement "shift left" testing, staged validation, and evaluation-gated deployments. Use when this capability is needed.
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safe-rollout-strategies
techniques for de-risking agent releases. Use this to implement Canary, Blue-Green, and A/B testing strategies while leveraging GitOps for reliable rollbacks. Use when this capability is needed.
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gemini-session-management
strategies for managing agent sessions, handling conversation history (events), and implementing compaction (summarization/truncation) to prevent context overflow. Use when this capability is needed.
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gemini-structured-output
strategies for forcing Gemini to output valid structured data (JSON/XML). Use this for data extraction, API integrations, and creating machine-readable responses. Use when this capability is needed.
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tooling-strategies
decision matrix for agent tools. Use this to choose between Extensions, Functions, and Data Stores based on security, execution location, and data type. Use when this capability is needed.
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rust-coding-skill
Guides Claude in writing idiomatic, efficient, well-structured Rust code using proper data modeling, traits, impl organization, macros, and build-speed best practices. Use when this capability is needed.
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rust-code-debugger
Diagnoses and fixes Rust compile errors, borrow-checker issues, runtime panics, and logic bugs with clear explanations and idiomatic solutions. Use when this capability is needed.
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rustrak-server
Rustrak server architecture, Sentry protocol implementation, event ingestion patterns, and API design. Use when working on the Rustrak server backend, implementing Sentry compatibility, or working with the event ingestion pipeline. Use when this capability is needed.
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typescript-api-client
TypeScript REST API client patterns using Zod for validation, ky for HTTP, and resource-based architecture. Use when building API clients, implementing HTTP wrappers, or working with runtime type validation. Covers schema-first design, error handling, pagination, and retry logic. Use when this capability is needed.
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typescript-strict
TypeScript type patterns, const types, interfaces, and type guards for Reclip. Use when working on type definitions, generics, or type-safe code. Use when this capability is needed.
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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 "check my site against best practices". Use when this capability is needed.
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krammecodecleanup-ai
Remove AI-generated code slop from a branch. Use when cleaning up AI-generated code, removing unnecessary comments, defensive checks, or type casts. Checks diff against main and fixes style inconsistencies. Use when this capability is needed.
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krammecoderefactor-pass
Perform a refactor pass focused on simplicity after recent changes. Use when the user asks for a refactor/cleanup pass, simplification, or dead-code removal and expects build/tests to verify behavior. Use when this capability is needed.
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krammeconnectdocument-feature
Use this skill when you are creating documentation for an existing Connect feature or updating existing docs
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krammeconnectextract-nx-libs
Use this Skill when working in the Connect monorepo and needing to extract app code into proper Nx libraries.
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krammeconnectmigrate-store-ngrx
Use this Skill when working in the Connect monorepo and needing to migrate legacy CustomStore or FeatureStore implementations to NgRx ComponentStore.
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krammeconnectmodernize-angular
Use this Skill when working in the Connect monorepo and needing to modernize legacy Angular components.
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krammeconnectrive-docs
Official Rive documentation covering editor, scripting, runtimes, data binding, and feature support. Primary focus on iOS/mobile integration. Use when this capability is needed.
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krammedocsto-markdown
Convert documents and files to Markdown using markitdown. Use when converting PDF, Word (.docx), PowerPoint (.pptx), Excel (.xlsx, .xls), HTML, CSV, JSON, XML, images (with EXIF/OCR), audio (with transcription), ZIP archives, YouTube URLs, or EPubs to Markdown format for LLM processing or text analysis. Use when this capability is needed.
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krammedocsupdate-agents-md
This skill should be used when the user asks to "update AGENTS.md", "add to AGENTS.md", "maintain agent docs", or needs to add guidelines to agent instructions. Guides discovery of local skills and enforces structured, keyword-based documentation style. Use when this capability is needed.
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krammegitcommit-message
Create commit messages. Use when committing code changes or writing commit messages. Provides issue reference patterns and commit message guidelines. Use when this capability is needed.
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krammegitfixup
Intelligently fixup unstaged changes into existing commits on the current branch. Maps each changed file to its most recent commit, validates (build/test/lint), creates fixup commits, and autosquashes. Use when this capability is needed.
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krammehooksconfigure-links
Configure the context-links hook by updating hooks/context-links.config with workspace, team key, issue regex, and GitLab remote regex overrides. Use when end users want to set up or change context-links behavior without manually editing files. Use when this capability is needed.
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krammelinearissue-define
Create or improve a well-structured Linear issue through exhaustive guided refinement Use when this capability is needed.
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krammelinearissue-implement
Start implementing a Linear issue with branch setup, context gathering, and guided workflow Use when this capability is needed.
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krammeprfix-ci
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. Automates the feedback-fix-push-wait cycle. Works with both GitHub and GitLab. Use when this capability is needed.
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krammeprgenerate-description
Write a structured PR title and body from git diff, commit log, and Linear context. Outputs markdown for copy-paste or updates the existing PR automatically in auto mode. Use when this capability is needed.
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krammeprresolve-review
Resolve findings from code reviews by implementing fixes and documenting changes Use when this capability is needed.
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krammeprresolve-reviewteam
Resolve review findings in parallel using multi-agent execution. Groups findings by file area and assigns to separate agents for faster resolution. Best when review has 5+ findings across different areas. Use when this capability is needed.
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krammesessionwrap-up
End-of-session checklist to capture progress, ensure quality, and document next steps Use when this capability is needed.
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krammesiwimplementation-audit
Exhaustively audit codebase implementation against specification. Detects spec divergences, undocumented implementation extensions, contract violations, and spec drift. Supports inline report output with --inline. Use when this capability is needed.
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krammesiwinit
Initialize structured implementation workflow documents in siw/ (spec, LOG.md, issues) Use when this capability is needed.
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krammesiwissue-define
Define a new local issue with guided interview process Use when this capability is needed.
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krammesiwissue-implement
Start implementing a defined local issue with codebase exploration and planning Use when this capability is needed.
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krammesiwissue-implementteam
Implement multiple SIW issues in parallel using multi-agent execution. Each agent gets a full context window and implements one issue. Best for phases with multiple independent issues. Use when this capability is needed.
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krammesiwreverse-engineer-spec
Reverse engineer an SIW specification from existing code. Analyzes a git branch diff, folder, or file set to produce a structured spec compatible with the SIW workflow. Use when code exists without documentation, onboarding to unfamiliar code, or bootstrapping SIW from an existing implementation. Use when this capability is needed.
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krammesiwspec-audit
Audit specification documents for quality — coherence, completeness, clarity, scope, actionability, testability, value proposition, and technical design. Catches spec issues before implementation begins. Supports inline report output with --inline. Use when this capability is needed.
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krammetexthumanize
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Use when this capability is needed.
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krammeverifyrun
Run verification checks (tests, formatting, builds, linting, type checking) for affected code based on the project's configuration. Use when this capability is needed.
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documentation-maintenance
>- Use when this capability is needed.
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execute
>- Use when this capability is needed.
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feature
Discover, catalog, and manage application features in docs/features/. Use when the user wants to map out what their application does, add a new feature to the catalog, review existing features, or understand the feature landscape before planning work. Auto-invoke when the user says "what features do we have", "add a feature", "feature catalog", "document this feature", or "map out the app". Use when this capability is needed.
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research-brief
>- Use when this capability is needed.
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