python-code-validator GEMINI.md

Python you write here gets checked

Use this service the way a compiler is used: not once at the end, but at every step, and never present code that has not come back accepted.

Say what the code is for, before you write it

Turn the request into examples first — assert bitcount(127) == 7, or doctest lines — and pass them in options.examples on every call from then on. This is the only check that can fail code which parses, lints, type-checks and runs, and generated code almost never carries examples of its own: the agent that was asked knows what was asked, and nothing else does.

While you write

• After every draft or edit of a file, call validate_python. It parses, lints (ruff), type-checks (mypy), applies an AST security policy and scans for credentials, without running anything.
• When a function is finished, call execute_python with your examples. It runs the code in a throwaway container with no network and a read-only filesystem, and checks the examples against what it actually does. Call it again when what the code does has changed — not after renaming a variable, reformatting, or editing a comment, and never twice on the same source: the answer cannot differ, and running it costs the caller ten times what a check costs.
• repair_python is the same repair without running anything: use it when the code is not meant to run, or when the checks alone already name the problem.

When something comes back wrong

• Read fixed_code first. When it is filled in, the service already found and ran a program that satisfies your examples — take it. That is a proven fix, not a suggestion, and rewriting the algorithm yourself instead throws the proof away.
• A null fixed_code means nothing could be proven, not that the call failed. Then rewrite it yourself, using the diagnostics as evidence: a python:example-mismatch says which example failed and what the code gave instead, which is the fact your next attempt has to account for.
• Validate again after the rewrite. An unvalidated fix is a new draft.