菜单
Research-before-coding workflow. Use BEFORE implementing any significant feature to check for existing libraries, MCP servers, patterns, or solutions. Prevents reinventing the wheel. Use when adding new dependencies, building integrations, or starting features that might have existing solutions.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/kitfunso/claude-config --skill search-first命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
正在显示 SKILL.md
| name | search-first |
| description | Research-before-coding workflow. Use BEFORE implementing any significant feature to check for existing libraries, MCP servers, patterns, or solutions. Prevents reinventing the wheel. Use when adding new dependencies, building integrations, or starting features that might have existing solutions. |
Research before coding. Check for existing solutions before writing custom code.
Score on: functionality match, maintenance status, community size, documentation quality, license compatibility, dependency footprint.
| Situation | Action |
|---|---|
| Exact match, well-maintained, MIT/Apache | ADOPT as-is |
| Partial match, good foundation | EXTEND with wrapper |
| Multiple weak matches | COMPOSE from pieces |
| Nothing suitable | BUILD custom (but informed) |
| Domain | Go-to libraries |
|---|---|
| HTTP clients | httpx (Python), got/ky (Node) |
| Validation | pydantic (Python), zod (TypeScript) |
| Data processing | pandas, polars |
| AI/LLM | anthropic SDK, langchain (if needed) |
| Testing | pytest, vitest |
| CLI | click/typer (Python), commander (Node) |
Writing 200 lines of custom code for something that pip install X solves in 3 lines. Always check first.
基于 SOC 职业分类
