refactoring-patterns
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git-github
Git workflow and GitHub collaboration patterns including conventional commits, branch naming, PR workflow, and gh CLI usage. Use when creating commits, branches, or pull requests. TRIGGER when: git commit, branch, PR, pull request, merge, gh cli. DO NOT TRIGGER when: code implementation, testing, documentation without git operations.
26testing-guide
GenAI-first testing with structural assertions, congruence validation, and tier-based test structure. Use when writing tests, setting up test infrastructure, or validating coverage. TRIGGER when: test, pytest, coverage, TDD, test patterns, congruence, validation. DO NOT TRIGGER when: production code implementation, documentation, config-only changes.
22semantic-validation
GenAI-powered semantic validation - detects outdated docs, version mismatches, and architectural drift
22python-standards
Python code quality standards covering PEP 8, Black formatting, type hints, Google-style docstrings, and error handling. Use when writing or reviewing Python code. TRIGGER when: python, formatting, type hints, docstrings, PEP 8, black, isort. DO NOT TRIGGER when: non-Python files, markdown, config, shell scripts.
21error-handling
Error handling strategy — exception hierarchies, retry patterns, circuit breakers, graceful degradation, and error boundaries. Use when designing error handling, implementing retries, or building resilient systems. TRIGGER when: error handling, exception, retry, circuit breaker, fallback, graceful degradation, resilience. DO NOT TRIGGER when: writing tests, documentation, config changes, simple bug fixes.
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