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Use during Claude Code reviews to classify API, IAM, cleanup, exception, concurrency, config, temp-file, and version-pin risks.
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Based on SOC occupation classification
Use when ingesting, validating, curating, or querying production sensor data as a versioned dataset-of-record, or wiring the dataset-ingest-curate workflow.
Use when generating adversarial scenarios via RL, ranking mined failures of a policy-under-test, or wiring the adversarial-scenario-hardening workflow.
Use when navigating the Cosmos3 integration in NPA or locating upstream Cosmos3 framework files, defaults, scripts, configs, recipes, and docs.
Use when Cosmos3 setup, fetch, inference, CUDA, uv, Docker, Hugging Face, GitHub, NGC, or checkpoint staging fails in NPA or in an upstream Cosmos framework checkout.
Use when setting up Cosmos3 access through NPA, checking source or Hugging Face reachability, staging the public Cosmos3 framework and checkpoint cache, or deciding which NPA workflow to use before inference.
Use for Claude Code reviews that need robotics, simulation, GPU-routing, sim-to-real, or BDD100K pipeline domain context.
| name | review-checklist |
| description | Use during Claude Code reviews to classify API, IAM, cleanup, exception, concurrency, config, temp-file, and version-pin risks. |
Prioritize findings that can break users, expand permissions, hide failures, or make parallel agent runs unsafe.
except: or overly broad except Exception: that discards traceback context is a MEDIUM finding. Prefer typed exceptions with raise ... from e.try/finally; never let cleanup raise and abort the cleanup sequence. also_teardown_controller=False is the established safe default for SkyPilot.tempfile.mkdtemp without cleanup on exception paths is a MEDIUM finding. Prefer TemporaryDirectory context manager.