grounded-python

Enforces a docs-first protocol when writing Python code — Claude must verify every library function, method, and API before using it, never writing from memory alone. Trigger this skill whenever: the user asks to write Python code using any third-party library (pandas, numpy, FastAPI, SQLAlchemy, httpx, pydantic, etc.); the user says "use X to do Y" where X is a module or class; the code needs to call methods on objects from an external package; or the user wants to use a custom class/function from their own codebase. Never guess API shapes, argument names, or return types — always look them up first.

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