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Run Ruff linter and formatter on Python code. Use before commits or when checking code style and quality issues.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | lint |
| description | Run Ruff linter and formatter on Python code. Use before commits or when checking code style and quality issues. |
Run Ruff linter with auto-fix and formatting.
# Check and auto-fix
git ls-files "*.py" | xargs python -m ruff check --fix
# Format code
git ls-files "*.py" | xargs python -m ruff format
--fix to auto-fix safe issuesRun matmul performance benchmarks. Use when user wants to measure TFLOPS, compare kernel performance, or verify correctness after code changes.
SM120 (Blackwell) CUDA expert. Use for wgmma/mma PTX inline assembly, TMA, narrow precision (FP4/FP6/FP8), and block-scaled GEMM development.
View and analyze build logs. Use when user wants to see build errors, check previous build output, or debug build failures.
Run LLM inference tests with Qwen or other models. Use when testing model loading, inference, CUDA Graph, or generation quality.
Run all checks including lint, typecheck, and tests. Use before creating PRs or for comprehensive validation.
CUDA kernel development workflow. Use when writing, testing, or optimizing GPU kernels. Follows the Edit-Build-Validate-Benchmark-Commit cycle.