Caveat verdict

scholar-search

scholar-search-aisa

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

Academic paper search using AISA scholar endpoint with user-supplied API key; straightforward research query tool with no unexpected data flows.

⚠ 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.

65
security
100
transparency
90
maintenance

Findings (3)

Pattern match critical

Possible hardcoded credential

SKILL.md · code · API_KEY="your-key

Pattern match low

Python urllib.request — network access

scripts/search_client.py · prose · downgraded · urllib.request

Pattern match low

Python os.environ.get — reads environment variable

scripts/search_client.py · prose · downgraded · os.environ.get(

Permissions & capabilities

Requires 1 environment variable. (1 sensitive: AISA_API_KEY). Requires 1 system binary.

Is this flag fair?

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