ClawAudit verdict

onescience-skill

onescience-skills

88
🟢 Trusted
Low risk — reviewed by ClawAudit, behavior matches stated purpose

OneScience workflow orchestrator routing AI4S research tasks to defined sub-skills; executionSink reflects documented SLURM job submission matching the 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. ClawAudit flags capabilities, not confirmed intent, and can produce false positives. Disagree with this verdict? Use Dispute below.

20
security
90
transparency
70
maintenance

Findings (5)

Pattern match critical

Uses eval() — can execute arbitrary code

onescience-debug/references/model_test.md · code · eval(

Pattern match high

subprocess execution — runs system commands from Python

onescience-debug/references/e2e_pipeline_test.md · code · subprocess.run(

Pattern match medium

Python os.environ.get — reads environment variable

onescience-coder/assets/datapipes/tjweather.md · code · os.environ.get(

Pattern match medium

Popular HTTP library — network access

onescience-debug/references/model_test.md · code · got

Pattern match medium

Accesses .ssh directory

onescience-installer/SKILL.md · prose · downgraded · .ssh/

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

No declared permissions — minimal attack surface.

Is this flag fair?

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