gac

Use when adding a new AI provider to the GAC project (e.g. a new OpenAI-compatible inference service, Anthropic-compatible endpoint, or OAuth-based provider). Lists every file that must be created or edited and the exact registration steps required for the provider to appear in the registry, the `uvx gac init` flow, the README, and the test suite.

Use when formatting, linting, type checking, or reviewing code quality in the GAC project. Covers ruff, mypy, Makefile targets, and coding standards.

Use when debugging test failures, runtime errors, or unexpected behavior in the GAC project. Covers pytest debugging, logging, and common patterns.

Use when navigating the GAC codebase, finding where code lives, or understanding the project structure. 106 source files, 151 test files.

Use when running, writing, or debugging tests in the GAC project. Covers test structure, pytest commands, provider testing patterns, and integration vs unit test practices.