complete-issue
Take a GitHub issue from implementation to merged PR. Use for 'complete issue #N', 'finish this issue end-to-end', or fully autonomous issue-to-merge requests. SKIP issue startup without merge intent; use start-issue.
stripe-api-design
Design REST APIs the way Stripe does — resource-oriented, predictable, extensible, and built for indefinite backward compatibility. Use when designing new endpoints, modeling resources, choosing request/response shapes, defining error contracts, planning pagination or idempotency, evolving an existing API, or reviewing API designs. Triggers on tasks involving REST APIs, public APIs, SDK design, webhook delivery, API versioning, or "Stripe-like" API ergonomics.
steve-jobs
Product design methodology emulating Steve Jobs' approach to crafting digital products. Use when building consumer-facing applications, designing user interfaces, creating product specifications, critiquing designs, making product decisions, or when the user wants a "Jobs-like" perspective on their work. Activates for requests involving product vision, design philosophy, UX simplification, feature prioritization, or building products with exceptional taste and focus.
fastify-best-practices
Fastify framework best practices with deep focus on plugin architecture, encapsulation, and composition patterns. Use when building, reviewing, or refactoring Fastify applications. Covers plugin registration, fastify-plugin usage, decorators, hooks, project structure, and common anti-patterns.
aippt
AIPPT - 从文章生成精美 PPT 的完整工作流。文章内容 → ASCII PPT 框架 → AI 生图 → 完整 PPT。
pixi
Comprehensive guide for using Pixi, a fast and reproducible package management tool for Python, Rust, C/C++, and other languages. Use when (1) Managing Python project dependencies and environments, (2) Setting up reproducible development environments with conda and PyPI packages, (3) Creating cross-platform task runners and build pipelines, (4) Managing multiple isolated environments for testing and development, (5) Installing and managing global CLI tools, (6) Building and packaging conda packages, (7) Working with mixed conda and PyPI dependencies, (8) Setting up CI/CD pipelines with reproducible environments
pytest-testing
Comprehensive guide for writing and running pytest tests in Python projects. Use when (1) Setting up pytest for a new project, (2) Writing test files and test cases, (3) Using fixtures, mocks, and parametrization, (4) Improving test coverage, (5) Debugging test failures, (6) Organizing test structure, or any Python testing tasks with pytest.
python-debugging
Toolkit for AI agents to debug Python code autonomously without IDE support. Use when agent needs to debug code, insert breakpoints programmatically, analyze execution state, test hypotheses, or automate debugging workflows. Supports pdb, ipdb, debugpy with programmatic breakpoint insertion, conditional breakpoints, AST-based breakpoint suggestions, and automated debugging workflows for agents.
skill-selector
Self-driven skill selection system that uses internal curiosity asking (self-questioning) to analyze user requests, infer context from available information, and automatically recommend the most appropriate skills. Use when (1) User requests are ambiguous or unclear, (2) Multiple skills could potentially match a request, (3) User needs help discovering available skills, (4) Understanding user context is needed before recommending skills, or (5) User asks "what skills are available" or "which skill should I use".
uv-python-manager
Comprehensive guide for using uv, an extremely fast Python package and project manager written in Rust. Use when working with Python projects for (1) Installing and managing Python packages, (2) Creating and managing virtual environments, (3) Installing and switching between Python versions, (4) Running Python scripts with dependency management, (5) Managing Python projects with lockfiles, (6) Replacing pip, pip-tools, pipx, poetry, pyenv, virtualenv workflows, or any Python package management tasks.
vibium-browser-automation
Comprehensive guide for using Vibium browser automation tool via MCP. Use when (1) Automating web interactions in Cursor IDE, (2) Navigating web pages, (3) Taking screenshots, (4) Clicking buttons or links, (5) Filling forms or input fields, (6) Finding elements on web pages, (7) Web scraping tasks, (8) Testing websites, or any task requiring programmatic browser control within Cursor IDE
victoria3-mod-dev
Comprehensive Victoria 3 modding skill for creating, modifying, and debugging mods. Use when working with Victoria 3 mods for (1) Creating new mods from scratch, (2) Adding or modifying game content (decisions, events, buildings, laws, technologies, etc.), (3) Understanding mod file structure and syntax, (4) Debugging mod errors, (5) Creating localization files, (6) Working with .mod descriptor files, or any other Victoria 3 modding tasks.
deepresearch
Comprehensive DeepResearch methodology for conducting rigorous, traceable research projects with quality gates, structured analysis, and decision-ready deliverables. Use when (1) Conducting deep research projects requiring evidence-based analysis, (2) Managing research progress with quality gates and artifacts, (3) Producing research reports with traceable sources and structured reasoning, (4) Applying OSINT verification techniques, (5) Using structured analytic techniques (ACH, Key Assumptions Check, Red Team), (6) Expressing uncertainty and confidence in research findings, (7) Ensuring research deliverables meet intelligence tradecraft standards (ICD 203/206/208)
doc-to-skill
Convert documentation into structured Agent Skills following progressive disclosure principles. Use when (1) Converting user documentation or guides into skills, (2) Creating skills from existing technical documentation, (3) Organizing knowledge into skill format with references, (4) Applying skill design principles to documentation, (5) Structuring information for AI agent consumption, (6) Creating skills that follow best practices for context efficiency
github-cli
Comprehensive guide for using GitHub CLI (gh) to interact with GitHub from the command line. Use when (1) Managing GitHub repositories, issues, pull requests, or releases from terminal, (2) Automating GitHub workflows in scripts, (3) Creating or managing pull requests, (4) Working with GitHub issues, (5) Creating releases or managing repository operations, (6) Integrating GitHub operations into development workflows, (7) Using GitHub CLI commands in automation scripts
mcp-developer
Comprehensive guide for developing Model Context Protocol (MCP) servers. Use when (1) Creating new MCP servers, (2) Implementing MCP tools and handlers, (3) Testing MCP servers, (4) Debugging MCP communication issues, (5) Setting up stdio-based MCP servers, (6) Setting up SSE (Server-Sent Events) based MCP servers, (7) Handling MCP errors and exceptions, (8) Structuring MCP server code, or any MCP development tasks.
pypi-publisher
Comprehensive guide for publishing Python packages to PyPI. Use when (1) Publishing new Python packages to PyPI, (2) Updating existing packages with new versions, (3) Troubleshooting PyPI upload errors, (4) Setting up automated publishing workflows, (5) Managing version numbers and package metadata, (6) Using API tokens for secure publishing, (7) Testing packages before production release, or any PyPI publishing tasks.
codebase-reading
Systematic methodology for reading and understanding large codebases efficiently. Use when (1) Understanding a new or unfamiliar codebase quickly, (2) Preparing to modify or extend existing code safely, (3) Debugging complex issues requiring deep code understanding, (4) Onboarding new team members to a codebase, (5) Performing code audits or security reviews, (6) Refactoring legacy code with confidence, (7) Creating documentation for existing systems, (8) Tracing execution flows and data transformations
claude-agent-sdk
Comprehensive guide for using Claude Agent SDK to build AI agents that can read files, execute commands, edit code, and perform complex workflows. Use when (1) Building autonomous AI agents with Claude, (2) Creating agents that interact with codebases and file systems, (3) Integrating custom tools and MCP servers with Claude, (4) Managing conversation sessions and context with Claude, (5) Implementing file operations, command execution, and code editing in agents, (6) Setting up permission controls and security for agent tools, (7) Using file checkpointing and session management features, (8) Building production-ready agents with error handling and monitoring
cursor-ide-browser-skills
Browser automation in Cursor IDE using MCP protocol server `cursor-ide-browser`. Use when (1) Automating web interactions in Cursor IDE, (2) Navigating web pages, (3) Clicking buttons or links, (4) Filling forms or input fields, (5) Taking screenshots or capturing page snapshots, (6) Debugging web pages by checking console messages or network requests, (7) Extracting information from web pages, (8) Testing web applications, (9) Interacting with web-based documentation or tools, (10) Any task requiring programmatic browser control within Cursor IDE
cursor-agent-development
Guides developers through using cursor-agent CLI for interactive development, session management, and implementing development-verification loops. Use when working with cursor-agent, creating projects with agent supervision, managing chat sessions, or implementing agent-based development workflows.
cursor-agents-md
Guide for creating effective AGENTS.md files for Cursor. Use when (1) Creating new AGENTS.md files in project root, (2) Improving existing agent instructions, (3) Setting up project-specific coding guidelines, (4) Defining code style and architecture rules, (5) Writing simple agent instruction files as alternative to .cursor/rules, or any task related to Cursor AGENTS.md configuration.
ast-grep
Guide for writing ast-grep rules to perform structural code search and analysis. Use when users need to search codebases using Abstract Syntax Tree (AST) patterns, find specific code structures, or perform complex code queries that go beyond simple text search. This skill should be used when users ask to search for code patterns, find specific language constructs, or locate code with particular structural characteristics.
language-style-guide
强制在所有交互、代码注释和文档生成中严格使用中文，并遵循高级技术写作规范。Enforces strict adherence to Chinese language in all interactions, code comments, and documentation with high-quality technical writing standards.
flutter-getx-architecture
Guidelines and rules for the GetX-based feature-first folder structure, module composition (View, Controller, Binding, Widgets), component splitting boundaries, get_cli route/state conventions, and strategy for GetX Fat Controller anti-bloat/decomposition (> 300 lines).
insights-archive
Archive Claude Code /insights reports for historical tracking. Supports archiving, listing, comparing, and opening reports.
pre-pr-scan
Pre-PR compliance and security scan. Checks diff against CLAUDE.md guidelines and security best practices before creating a pull request.
create-dashboard
Create observability dashboards from OTEL metrics, logs, and traces using Kopai. Use when building metric visualizations, monitoring views, KPI panels, or when the user wants to see their telemetry data in a dashboard — even if they don't say "dashboard" explicitly. Also use when other skills or workflows need to present telemetry data visually (e.g. after root cause analysis).
otel-instrumentation
Instrument applications with OpenTelemetry SDK and validate telemetry using Kopai. Use when setting up observability, adding tracing/logging/metrics, testing instrumentation, debugging missing telemetry data, or when traces/logs/metrics aren't appearing after setup. Also use when users say things like "my traces aren't showing up", "I don't see any data", or "how do I add observability to my app".
root-cause-analysis
Analyze telemetry data for root cause analysis using Kopai CLI. Use when debugging errors, investigating latency issues, tracing request flows across services, or correlating logs with traces. Also use when users report production issues like "why is my API slow", "getting 500 errors", "service is down", "requests are timing out", or any symptom that needs telemetry-based investigation — even if they don't mention traces or observability explicitly.
wpf-best-practices
Best practices for building WPF desktop applications with C# and .NET. Use when working on WPF projects, .NET desktop apps, XAML UI, MVVM architecture, system tray apps, or any C# project using Windows Presentation Foundation.
deno-scripting
Guidelines for developing standalone Deno CLI scripts using TypeScript for troubleshooting, diagnostics, batch processing, and automation. Use when creating CLI tools, data processing scripts, reports, migration utilities, or any standalone TypeScript script running on Deno.
deno-api-hono
Guidelines for building production-ready HTTP APIs with Deno and Hono framework. Use when creating REST APIs, web services, microservices, or any HTTP server using Deno runtime and Hono. Covers authentication, rate limiting, validation, and deployment patterns.
google-image-gen
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ezorm-skills
Entry point for ezorm repo skills. Use to pick the right skill based on task (write YAML vs generate code, and mongo vs mysql/mysqlr).
skool-money-model-strategist
Applies Alex Hormozi's $100M Money Models frameworks to design, evaluate, and improve Skool community monetization strategies. Uses CAC-based stage diagnosis (5 stages), 30-day cash maximization formulas, and sequential implementation to create actionable roadmaps grounded in Hormozi's 15 money model mechanisms and Skool's 5 business models (Free, Subscription, Freemium, Tiers, One-Time). Helps Skool community owners identify which mechanisms to implement, validate money models against Hormozi principles, and create step-by-step Skool setup instructions for maximum revenue per customer in 30 days.
Metrics Knowledge
This skill should be used when the user asks to "track metrics", "calculate ARR", "what metrics should I track", "benchmark my metrics", "understand churn", "calculate LTV", "what is burn multiple", "GMV calculation", "marketplace metrics", or mentions specific metrics like ARR, MRR, NRR, churn, CAC, LTV, burn rate, runway, GMV, take rate, or cohort analysis.
Monthly Investor Updates
This skill should be used when the user asks to "write an investor update", "draft monthly update", "send investor email", "create investor newsletter", "prepare investor communication", or mentions monthly updates, investor emails, LP updates, or stakeholder communication for a VC-backed startup.
Interview Practices
This skill should be used when the user asks about "interview questions", "how to interview", "what to ask candidates", "interview process", "hiring process", "scorecard", "evaluation criteria", "behavioral interview", "technical interview", "culture fit", or discusses assessing candidates or designing interview loops.
Compensation Benchmarks
This skill should be used when the user asks about "salary ranges", "equity grants", "compensation benchmarks", "how much to pay", "competitive offer", "market rate", "startup compensation", "equity percentages", "option grants", or mentions specific compensation questions like "what should I pay a senior engineer" or "how much equity for a VP".
Fundraising Knowledge
This skill should be used when the user asks to "create a pitch deck", "write investor emails", "analyze a term sheet", "prepare for due diligence", "understand fundraising metrics", "compare term sheets", "draft a cold email to investors", "prepare for VC meetings", or mentions fundraising stages (pre-seed, seed, Series A/B/C), valuation, dilution, SAFEs, convertible notes, or investor relations.
Founder Wellness
This skill should be used when the user asks about "founder burnout", "startup stress", "work-life balance for founders", "founder mental health", "sustainable pace", "how to avoid burnout", "founder exhaustion", "managing stress as CEO", "founder loneliness", "when to take breaks", or discusses feeling overwhelmed, exhausted, isolated, or questioning whether to continue.
Founder Frameworks
This skill should be used when the user asks about "prioritization frameworks", "how to prioritize", "Eisenhower matrix", "delegation framework", "how to delegate", "decision frameworks", "how to make decisions", "first principles", "time management for founders", "CEO time allocation", "what should a CEO do", "founder productivity", or discusses managing competing priorities, choosing what to focus on, or structuring their work.
Restructuring Guide
This skill should be used when the user asks about "company restructuring", "organizational restructuring", "turnaround", "cost cutting", "runway extension", "burn reduction", "bridge financing", "winddown", "shutdown", "acqui-hire", "selling the company", "company sale", "M&A from sell side", or discusses major organizational changes to save or restructure the company.
Crisis Communication
This skill should be used when the user asks about "crisis communication", "how to tell the team", "communicating bad news", "employee messaging", "investor communication during crisis", "board communication", "transparency in crisis", "announcing layoffs", "announcing pivot", "stakeholder communication", or needs templates and guidance for communicating during difficult situations.
Startup Board Prep
This skill should be used when the user asks to "prepare for a board meeting", "create a board deck", "draft investor update", "prepare board agenda", "calculate runway", "prepare for investor questions", or mentions board meetings, investor updates, board decks, or quarterly updates for a VC-backed startup.
skill-advisor
Search, compare, and install skills via npx skills CLI. Use when user wants to find skills, compare functionality, or install to agents. Avoids --all pitfall, targets Antigravity, Claude Code, Gemini CLI, OpenCode by default.
skill-exporter
Generate npx skills add commands to reproduce installed skills. Use when user wants to export, backup, share, or replicate their skills setup on another machine.
map-docs
This skill should be used when the user asks to "map documentation links", "extract docs navigation", "get documentation structure", "scrape docs sidebar", or wants to understand the structure of a documentation website before creating skills.
trailer-teaser-generator
Create cinematic trailers with voiceover, tension-building music, and dramatic visual sequences.
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