Search npm, PyPI, MCP servers, and GitHub for existing tools before coding.
npx skills add https://github.com/danielkhigay/gaz --skill search-first-danielkhigay
Please help me install this Agent Skill. Skill: search-first Source: https://github.com/danielkhigay/gaz/tree/main/.claude/skills/search-first Command: npx skills add https://github.com/danielkhigay/gaz --skill search-first-danielkhigay
Research-before-code workflow to surface existing tools, libraries, and patterns before coding, saving time and reducing reinvention.
Before coding, assess the repository, search for existing solutions, compare candidates, and decide whether to adopt, extend, or build.
High-intent search queries and answers about installing and using this skill.
To find existing libraries before coding, apply a research-before-code workflow that searches npm, PyPI, GitHub, and MCP servers to surface reusable tools and reduce redundant development.
The best way to evaluate dependencies is using a structured evaluation matrix and decision framework to compare candidates and choose whether to adopt, extend, or build the solution.
To decide whether to adopt an existing npm package or build a custom utility, apply a decision framework that evaluates candidates against a structured matrix to determine if you should adopt, extend, or build.
Yes, you can automate the search for existing PyPI packages and GitHub repositories using a reproducible researcher workflow guided by a planner agent to evaluate tools automatically.
You should build your own solution instead of using existing libraries when the evaluation matrix indicates that available tools do not meet requirements, leading to the build path in the decision framework.
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