umple-code-generator
Generate production-quality code (Java, Python, PHP, Ruby, C++, SQL) from Umple models. Use when user requests: (1) Code generation from UML/class models (2) Java/Python/PHP/Ruby/C++ class generation (3) SQL schema from a domain model (4) Boilerplate-free implementation of classes with associations and state machines (5) Converting a domain model to working code. Produces complete implementations with constructors, getters/setters, association management, and state machine logic.
social-media-api-best-practices
Best practices for integrating social media APIs (Instagram, TikTok, YouTube, Twitter/X, LinkedIn, Facebook, Threads, Pinterest, Bluesky, Snapchat, Google Business, Reddit, Telegram). Covers OAuth, AT Protocol, rate limiting, media uploads, encryption, and error handling. Use when building social media integrations, scheduling systems, or debugging platform API issues.
pr-review-response
Handles PR review comments through analyze-confirm-execute workflow. Analyzes comment validity, confirms response approach with user, executes code changes, and replies to reviewers. Use when responding to PR review comments, addressing feedback, handling code review, replying to reviewers, or managing review threads.
skill-optimizer
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roadmap-prioritization-planning
Master prioritization frameworks, roadmap planning, timeline estimation, and resource allocation. Create executable roadmaps that drive focus and alignment.
leadership-stakeholder-management
Master stakeholder management, executive communication, cross-functional alignment, and product advocacy. Lead effectively across your organization.
product-strategy
Master product strategy, market analysis, competitive positioning, and long-term product vision. Define business models and craft go-to-market strategies that drive success.
user-research
User research methods, customer insight gathering, and problem validation for product discovery.
competitive-analysis
Competitive intelligence, market analysis, and strategic positioning for product differentiation.
stakeholder-communication
Stakeholder management, executive communication, and organizational alignment for product leaders.
analytics-metrics-kpi
Master metrics definition, KPI tracking, dashboarding, A/B testing, and data-driven decision making. Use data to guide product decisions.
requirements-specification
Master requirements gathering, user story writing, acceptance criteria definition, and scope management. Transform insights into clear, actionable specifications.
pricing
Product pricing strategies, monetization models, and revenue optimization for SaaS and digital products.
agile
Agile product management, Scrum practices, and team collaboration for iterative product development.
user-discovery-research
Master user research methodologies, customer interviews, persona development, and journey mapping. Understand customer problems deeply before building.
launch-gtm-execution
Master go-to-market strategy, launch planning and execution, sales enablement, and marketing campaigns. Execute successful product launches.
solodit
Search 50,000+ smart contract vulnerabilities from Cyfrin Solodit. 8 MCP tools with intelligent caching for searching, filtering, and analyzing blockchain security findings.
superbuild
Use when executing implementation plans phase-by-phase with strict enforcement of quality gates, tests, and Definition of Done. Triggers on "build this plan", "execute plan", "implement phases", or when user provides a plan document to execute.
supercharge
Evidence-first, read-only engineering-health assessment for application, architecture, and platform repositories. Use it for recurring focused code, architecture, delivery, operability, test, or supply-chain findings; optional read-only external evidence; and redacted assessment artifacts.
teach
Transforms technical documents into rigorous learning journeys with collegiate-level mastery requirements. Uses Bloom's taxonomy progression, 80%+ mastery thresholds, and multi-level verification before advancing. Treats learning as a high school to college graduation progression. Use when user wants deep understanding, not surface familiarity.
superplan
Use when starting significant features, epics, or complex tasks. Creates multi-phase implementation plans with parallelizable phases, poker estimates, TDD-first acceptance criteria, and quality gates. Detects tech stack from CLAUDE.md/AGENTS.md (bypassing internet research if complete) or via codebase scan.
superdocs
Generates a docs/ directory of markdown files giving AI and humans deep context on WHAT a codebase is, HOW it works, and WHY decisions were made. Scans any codebase, produces structured documentation. Re-runnable — detects existing docs, monorepos, and git-based staleness. Runs automatically without user interaction.
agentsmd-generator
Generate project-level AGENTS.md guides that capture conventions, workflows, and required follow-up tasks. Use when a repository needs clear agent onboarding covering structure, tooling, testing, task flow, README expectations, and conventional commit summaries.
release-readiness-checklist
Interactive release readiness checklist with semantic versioning guidance. Use when preparing a software release, cutting a version, deploying to production, or when user asks about release preparation. Triggers on phrases like "prepare release", "release checklist", "ready to release", "cut a version", "version bump", or "/release-readiness-checklist".
homebrew-formula-updater
Update Homebrew formula files with latest GitHub release URLs and SHA256 checksums. This skill should be used when the user wants to update a Homebrew tap formula (.rb file) with a new version from a GitHub release. Triggers on phrases like "update formula", "update homebrew", "new release", "bump version", or when pointing to a .rb formula file that needs version updates.
bash-script-generator
Generate Bash 3.2-compatible scripts with a standardized check_requirements guardrail, friendly validation errors, and optional shfmt formatting. Use when writing or updating bash scripts that need consistent argument validation, dependency checks, and portability.
reviewer
Read-only code reviewer for agent-flow. Reviews one diff against the issue's acceptance criteria, repo rules in AGENTS.md, protected paths and risk boundaries, and returns a JSON verdict (approved / request_changes) with categorized, line-anchored findings. Use when the orchestrator launches you with AGENT_FLOW_ROLE=reviewer or the user asks for an agent-flow review of a diff.
qa
Quality gate for agent-flow. Runs the repo's own test, typecheck and lint commands in the issue worktree, re-runs failures once to separate flaky tests from real failures, and reports raw output verbatim as JSON. Never modifies code. Use when the orchestrator launches you with AGENT_FLOW_ROLE=qa after a review is approved.
bootstrap
Interactive agent-flow setup for a repository. Scans the repo read-only, proposes AGENTS.md (root + per module), DOCS_INDEX.md and CONTEXT_MANIFEST.json with a confidence marker on every claim, calibrates protected paths and risk boundaries with the user, and writes each file only after the human approves it. Use when setting up agent-flow, when context files are missing, or when migrating from Root_AGENT.md. Also use whenever the user wants an AGENTS.md (or CLAUDE.md/GEMINI.md) written for a repo that doesn't have one, says their coding agents keep getting confused about the codebase, asks to "onboard" or "document" a repo for AI agents, or wants to set protected paths / risk boundaries — even if they don't say "agent-flow" or "bootstrap" by name.
invoking-agents
Orchestrator for agent-flow. Runs one GitHub (or local) issue through Implementer → Reviewer → QA → PR as separate processes with artifact-only handoff, mechanical risk classification, a hard review-round cap, and escalation to Needs Me. Use when the user runs /implement <issue> or asks to push an issue through the pipeline. Also use whenever the user wants an issue implemented, reviewed and QA'd end-to-end with a PR at the end and a human kept out of the loop for anything low-risk — e.g. "have an agent take issue #42", "run this through implement/review/QA and open a PR", "auto-fix this bug and send a PR" — even if they don't say "orchestrator" or "agent-flow."
implementer
Implements one issue inside its own git worktree (.worktrees/issue-N on agent/issue-N), makes the smallest change that satisfies the acceptance criteria, self-checks with the repo's own test/lint/typecheck commands, commits, and prints a JSON report for the orchestrator. Use when the orchestrator launches you with AGENT_FLOW_ROLE=implementer, or the user asks you to implement a specific issue in a worktree.
gardener
Maintenance agent for agent-flow. Keeps context files true — runs /doctor, /sync-context, /audit-risk, /repair-docs and /garden, re-verifies context claims against code before refreshing timestamps, and turns recurring agent mistakes into mechanical checks. Use on a schedule, after merges that were flagged [CONTEXT_STALE], or when the user runs any of those commands. Also use whenever the user asks to check if AGENTS.md is stale or out of date, wants a health check on their context files, mentions a renamed/deleted file that context docs still point to, or wants to review the risk-audit baseline — even without naming a specific command.
ecs-express
Assists with deploying a web app or API to AWS using Amazon ECS Express Mode. ECS Express Mode takes your container image and gives you back an HTTPS endpoint
nextjs
Next.js 16 patterns for App Router, Server/Client Components, proxy.ts authentication, data fetching, caching, and React Server Components. Use when building Next.js applications with modern patterns.
openai-agents-sdk
Build AI agents using OpenAI Agents SDK with MCP server integration. Supports Gemini directly via AsyncOpenAI or OpenRouter for non-OpenAI models. Covers agent creation, function tools, handoffs, MCP server connections, and conversation management.
shadcn
Comprehensive shadcn/ui component library with theming, customization patterns, and accessibility. Use when building modern React UIs with Tailwind CSS. IMPORTANT - Always use MCP server tools first when available.
fastapi
FastAPI patterns for building high-performance Python APIs. Covers routing, dependency injection, Pydantic models, background tasks, WebSockets, testing, and production deployment.
better-auth-python
Better Auth JWT verification for Python/FastAPI backends. Use when integrating Python APIs with a Better Auth TypeScript server via JWT tokens. Covers JWKS verification, FastAPI dependencies, SQLModel/SQLAlchemy integration, and protected routes.
better-auth-ts
Better Auth TypeScript/JavaScript authentication library. Use when implementing auth in Next.js, React, Express, or any TypeScript project. Covers email/password, OAuth, JWT, sessions, 2FA, magic links, social login with Next.js 16 proxy.ts patterns.
chatkit-js
Integrate OpenAI ChatKit React components into Next.js applications. Covers custom API backend configuration, theming, widget embedding, conversation history, and authentication integration.
chatkit-python
Build custom chat API backends for OpenAI ChatKit frontend using FastAPI. Covers chat endpoint implementation, SSE streaming, conversation persistence, and integration with OpenAI Agents SDK + Gemini via LiteLLM.
mcp-server
Build MCP (Model Context Protocol) servers using the official Python SDK. Covers FastMCP high-level API with @mcp.tool(), @mcp.resource(), @mcp.prompt() decorators, FastAPI/Starlette integration, transports (stdio, SSE, streamable-http), and database integration.
framer-motion
Comprehensive Framer Motion animation library for React. Covers motion components, variants, gestures, page transitions, and scroll animations. Use when adding animations to React/Next.js applications.
neon-postgres
Neon PostgreSQL serverless database - connection pooling, branching, serverless driver, and optimization. Use when deploying to Neon or building serverless applications.
dify-workflow-skills
Build and edit Dify workflow DSL files. Use when creating new Dify workflows from scratch, modifying existing workflows (adding/removing nodes, changing connections), validating workflow structure, or designing LLM-based automation flows with code execution, conditional logic, loops, and error handling.
MCP Integration
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.
storybook
Storybook 8 for React component documentation and testing. Use for creating stories, documenting components with Controls/Actions, visual testing, and MDX documentation. Triggers on requests for Storybook stories, component documentation, visual testing, or interactive component demos.
responsive-design
Responsive web design patterns for mobile-first development. Use for creating fluid layouts, breakpoint systems, responsive typography, flexible grids, and adaptive components. Triggers on requests for responsive layouts, mobile-first CSS, breakpoints, media queries, fluid design, or multi-device support.
react-web
Modern React 19+ development with Server Components, Actions, hooks, TypeScript integration, and performance optimization. Use when building React web applications, implementing Server Components, using Actions for form handling, working with new hooks (use, useActionState, useOptimistic, useFormStatus), setting up React projects with Vite or Next.js, or optimizing React performance.
react-typescript
Modern React 19 with TypeScript development. Use for creating React components, hooks, context providers, and applications with strict TypeScript typing. Triggers on requests for React components, functional components, hooks, state management, event handling, or TypeScript interfaces/types for React.
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