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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…
原文语言：英语
Use when formatting, linting, type checking, or reviewing code quality in the GAC project. Covers ruff, mypy, Makefile targets, and coding standards.
原文语言：英语
Use when debugging test failures, runtime errors, or unexpected behavior in the GAC project. Covers pytest debugging, logging, and common patterns.
原文语言：英语
Use when navigating the GAC codebase, finding where code lives, or understanding the project structure. 106 source files, 151 test files.
原文语言：英语
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.
原文语言：英语