tongminglaic/ako4x/sanitizer
Claude Code and agent skill by tongminglaic/ako4x
Trust tier 3
- community
Source check pending
Checking that the SKILL.md file is still in the repository.
Run NVIDIA compute-sanitizer (memcheck / racecheck / initcheck / synccheck). FIRST action on `INCORRECT_NUMERICAL` or flaky output — rolling back destroys the evidence; sanitizer often points at the exact line. Also useful for diagnosing race conditions in multi-block kernels and uninitialized-memory reads.
Install
npx vskill@latest install tongminglaic/ako4x/sanitizerSKILL.md
Sanitizer
Wrapper around compute-sanitizer. Command entry: bash scripts/sanitize.sh.
Detailed reference: sanitizer.md. Top-level commands:
Key constraints
- Run sanitizer FIRST on `INCORRECT_NUMERICAL` — before any rollback. Rolling back overwrites the failing kernel and destroys the only evidence of which line went wrong.
- `cuGetProcAddress_v2` noise inflates ERROR SUMMARY — these are PyTorch / triton / cupti probing optional CUDA driver entry points at import time. The wrapper's
>>> NOISE FILTER <<<banner subtracts them; trust the "apparently-real kernel hits" count. - Real kernel errors always name a kernel / thread / block / address. If a hit only shows Python host frames, it's noise.
- CUDA-graph-captured kernels show up but with sparse stack info; if traces are unhelpful, temporarily disable graph capture (env var or skip
g.replay()path) for an eager-mode report, fix, then re-enable.
COUPLED references
- Local backend:
scripts/run_local_sanitize.py - Modal backend:
scripts/run_modal_sanitize.py - Shared runtime:
scripts/bench_utils.py(workload loading)
Security
- Security scanPassed, 90 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingtemplates/skills/sanitizer/SKILL.md
Popularity
- Repository stars
- 74
- Repository forks
- 13
- 7-day trend score
- 22
Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.
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