ClawAudit verdict

academic-research-assistant

45
🟠 Risky
Significant concerns — only install if you understand the risks

The skill requires network and credential access, which could potentially be used for malicious purposes if not properly validated.

⚠ 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.

35
security
50
transparency
70
maintenance

Permission integrity

Code accesses API keys/tokens but declares no environment variables

credential_access

Findings (2)

Pattern match critical

Possible hardcoded credential

SKILL.md · code · API_KEY: "your-api-key

Pattern match high

Pipe to python — executes piped content as Python code

references/academic-tools.md · prose · downgraded · | Python

Permissions & capabilities

No declared permissions — minimal attack surface.

network_incredential_access

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