ClawAudit verdict

review-paper-writing

literature-review-writing-assistant

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

Academic literature search and citation formatting tool that queries public APIs (arXiv, Semantic Scholar, OpenAlex, CrossRef, PubMed); credential_access is used for optional LLM API authentication and all behavior matches the stated academic writing 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.

65
security
30
transparency
70
maintenance

Permission integrity

Code accesses API keys/tokens but declares no environment variables

credential_access

Findings (1)

Pattern match high

Pipe to python — executes piped content as Python code

references/api_reference.md · prose · downgraded · | python

Permissions & capabilities

No declared permissions — minimal attack surface.

credential_access

Is this flag fair?

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