Turn your domain expertise into a runnable AI skill system — 10 principles, 6 pipeline patterns, 15D quality rubric. One beam of light in, a spectrum of skills out.
Working-instinct skills for Claude Code: verify claims against the source, log for the bug you can't reproduce, write like a human, test so the test bites. A reflex layer on top of superpowers.
Open-source preview of *Claude Code for AI Engineers* - a methodology-first skill pack for RAG eval, agent debugging, MCP servers, paper reproduction, and benchmark reporting. Full pack (6 skills, 3 templates, 5 slash commands) at surpradhan.gumroad.com/l/claude-code-for-ai-engineers
Skill that teaches AI coding agents to write secure JavaScript. Catches SQL injection, XSS, prototype pollution, and OWASP Top 10 patterns in Express, Next.js, and Node.
Your AI coding agent, in your pocket — a lightweight, extensible mobile front-end for Claude Code / Codex. Drive an agent from a Feishu/Lark, Telegram, or Slack bot: pluggable IM × agent, optional embedded LLM.