Caveat verdict

kaggle

88
🟢 Trusted
No high-risk patterns surfaced by the deep scan — automated capability review, not behavioral proof.

Unified Kaggle skill using declared KAGGLE_KEY for account operations, downloads, and submissions to api.kaggle.com; all network access is to documented Kaggle endpoints consistent with stated purpose.

⚠ Flagged for review — coarse, uncorroborated signal, not a confirmed exploit. Review the config yourself before installing.

Automated static analysis — not a human review. Caveat flags capabilities, not confirmed intent, and can produce false positives. Disagree with this verdict? Use Dispute below.

8
security
80
transparency
70
maintenance

Findings (6)

Pattern match critical

Pipe to python — executes piped content as Python code

modules/kllm/references/cli-reference.md · code · |python

Pattern match critical

Possible hardcoded credential

modules/registration/references/kaggle-setup.md · code · TOKEN='<your_token>

Pattern match medium

subprocess execution — runs system commands from Python

modules/badge-collector/scripts/phase_5_streaks.py · prose · downgraded · subprocess.run(

Pattern match medium

Uses spawn() — can execute external programs

modules/kllm/references/kaggle-knowledge.md · prose · downgraded · spawn(

Pattern match medium

Accesses shell history/config

modules/registration/references/kaggle-setup.md · prose · downgraded · ~/.zshrc

Pattern match low

Python os.getenv — reads environment variable

modules/badge-collector/scripts/phase_4_browser.py · prose · downgraded · os.getenv(

Why the tier is capped

Execution sink present in raw bytes (Hard Floor: class B/D). Final tier capped at Caution — cannot be lifted by any downgrade, example-payload opt-in, or allowlist.

Permissions & capabilities

Requires 1 environment variable. Requires 2 system binaries.

Is this flag fair?

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