Find the perfect capability for your agent.
Track GitHub repo growth (stars, forks, issues, commits) with periodic digests and trend analysis. Compare your repos against a watchlist. Use when checking repo stats, monitoring growth, setting up a github digest, comparing repos, or managing a repo watchlist. Requires GITHUB_TOKEN environment variable or GitHub PAT (see Credentials).
Read, explain, and evaluate a software repository or GitHub project in an engineering-oriented way. Use when the user asks to read a repo, understand a codebase, analyze architecture, evaluate whether a project is worth following or adopting, prepare onboarding notes, or summarize stack, module boundaries, risks, and entry points. Supports three output modes: 速读版, 架构版, and 接手评审版. Also supports a lightweight GitHub health layer for public repositories when the user asks whether a project is worth following, adopting, or referencing. Triggers include requests like 读一下这个项目, 看看这个 GitHub 仓库, 分析一下 repo, 这个项目怎么样, 帮我快速理解代码结构, 给我一个架构分析, or 给我一个接手评审.
Essential Git commands and workflows for version control, branching, and collaboration.
Design beautiful GitHub profile READMEs with templates. Use when styling profiles, validating badges, generating stat widgets, formatting bio sections.
Generate reply drafts for a single GitCode issue with similar-issue references; maintainer reviews before posting. Use when user asks to reply to or comment on an issue and provides a GitCode issue link; do not use when user only wants to fetch or query issue data. 针对单个 GitCode Issue 生成回复草稿（含相似 Issue 参考），维护者审阅后可发送评论；仅当用户要回复或评论且提供链接时使用，仅获取或查询 issue 信息时勿用。Python 3.7+ standard library only.
Generate release notes for GitCode repositories from commits (by tag range or since-date), grouped as feat/fix/docs/other, output Markdown for Release pages. 按 tag 区间或日期拉取提交并生成版本发布公告 Markdown。Python 3.7+ standard library only.
Expert README writing skill for open source projects. Use this skill whenever the user wants to write, improve, or review a README for any open source repository. Triggers include: "write a README", "help me with my README", "README template", "improve my README", "review my README", "open source documentation", "GitHub README", "project documentation". Also use when the user is creating a new project and needs documentation, or asks "how do I document my project", "what should my README include", or "make my README better". This skill covers tool-type software, AI/ML projects, and code frameworks based on patterns distilled from 20 high-star GitHub repositories.
Not a code generator — an entire dev team. You write the vision, it ships the code. Autonomous builds, PRs, reviews, and merges across multiple repos. Point it at any JS/TS project and a product vision. It plans features, writes code, verifies builds, creates PRs, reviews diffs, and merges — autonomously. Manages multiple repos as one product. Use when you want to ship code without writing it. AI code generation, autonomous development, workflow automation, multi-repo orchestration, TypeScript, JavaScript, GitHub, OpenAI, Anthropic, Claude, GPT, LLM, devtools, CI/CD, pull requests, code review.
uni-app 项目微信小程序全流程开发、构建与 CI/CD 发布。当用户提到：开发 uni-app 小程序、用 uni-app 开发微信小程序、uni-app 小程序 CI/CD 发布、小程序上传体验版、自动发布微信小程序、miniprogram-ci 配置、微信小程序自动化发布、GitHub Actions / GitLab CI 部署微信小程序等场景时触发本技能。
Use when expats, international students, or digital nomads need guidance on relocating to China, choosing cities, understanding visa requirements, or planning their move.
Comprehensive news aggregator that fetches, filters, and deeply analyzes real-time content from 8 major sources: Hacker News, GitHub Trending, Product Hunt, 36Kr, Tencent News, WallStreetCN, V2EX, and Weibo. Best for 'daily scans', 'tech news briefings', 'finance updates', and 'deep interpretations' of hot topics.
Academic research agent for comparative analysis of governance structures in Thai and Chinese public business schools and their impact on educational efficiency. Use when: 1) Building theoretical frameworks for higher education governance 2) Designing mixed-methods research for cross-national institutional analysis 3) Managing longitudinal academic research workflows 4) Coordinating specialized sub-agents for literature review, data collection, and statistical analysis
Comprehensive news aggregator that fetches, filters, and deeply analyzes real-time content from 8 major sources: Hacker News, GitHub Trending, Product Hunt, 36Kr, Tencent News, WallStreetCN, V2EX, and Weibo. Best for 'daily scans', 'tech news briefings', 'finance updates', and 'deep interpretations' of hot topics.
Use when finding open access journals, checking journal policies, or identifying predatory publishers. Helps researchers locate legitimate open access venues and avoid publication scams.
MUKI asset fingerprinting tool for red team reconnaissance. Use when performing authorized penetration testing, asset discovery, service fingerprinting, vulnerability scanning, and attack surface mapping. Supports active/passive fingerprinting with 30,000+ signatures, sensitive path detection, and sensitive information extraction. Requires explicit authorization for target systems.
Build digital twin patient models to test drug efficacy and toxicity in virtual environments
Apply Karpathy's autoresearch methodology to autonomously iterate and improve anything measurable — Claude skills, n8n workflows, system prompts, business processes, or any artifact with a clear quality metric. Inspired by github.com/karpathy/autoresearch (56k stars). The loop: propose a change → test it → measure against the target metric → keep if better, discard if not → repeat indefinitely. ALWAYS trigger this skill when the user says things like: "improve this skill automatically", "iterate on this workflow", "run autoresearch on", "autonomous improvement loop", "overnight experiments", "keep iterating until it's better", "run experiments on this", "optimize this automatically", or any request to have Claude autonomously make and test changes to something measurable. Also trigger for requests to "set up an improvement loop", "run the autoresearch method", or anything involving iterative autonomous experimentation.
