Caveat verdict

ai-paper-pipeline

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

Scaffolds academic paper project directories by creating local markdown and LaTeX files; no network access, no credentials, and no behavior beyond local file organization.

⚠ 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.

50
security
90
transparency
70
maintenance

Findings (2)

Pattern match critical

Possible hardcoded credential

MEGA_PROMPT.md · code · API_KEY="<大模型 API_KEY>

Pattern match high

Pipe to python — executes piped content as Python code

MEGA_PROMPT.md · prose · downgraded · | Python

Permissions & capabilities

No declared permissions — minimal attack surface.

Is this flag fair?

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