ClawAudit verdict

literature-report

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

Automated academic paper fetching and summarization system that explicitly warns users not to commit API keys and discloses that paper titles and abstracts are sent to the configured LLM service; all data flows are transparent and serve the stated research reporting 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.

55
security
60
transparency
80
maintenance

Permission integrity

Code accesses API keys/tokens but declares no environment variables

credential_access

Findings (1)

Pattern match critical

Possible hardcoded credential

SKILL.md · code · api_key: "YOUR_API_KEY

Why the tier is capped

Execution sink present in raw bytes (Hard Floor: class B). 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.

credential_access

Is this flag fair?

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