Caveat verdict

academic-paper

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

The skill provides a comprehensive academic paper writing pipeline with clear documentation and no evidence of malicious behavior.

⚠ 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.

0
security
90
transparency
70
maintenance

Findings (6)

Pattern match critical

Possible hardcoded credential

shared/cross_model_verification.md · code · API_KEY="sk-your-key-here

Pattern match high

Instructs covert action — may act without user awareness

agents/citation_compliance_agent.md · code · silently

Pattern match high

Writes to SKILL.md — self-modifying skill

agents/draft_writer_agent.md · prose · downgraded · SKILL.md` § "v3.6.6 Generator-Evaluator Contract Protocol". Schema 13.1 contract

Pattern match high

Pipe to python — executes piped content as Python code

agents/visualization_agent.md · prose · downgraded · | Python

Pattern match medium

Accesses shell history/config

shared/cross_model_verification.md · prose · downgraded · ~/.zshrc

Pattern match low

Popular HTTP library — network access

agents/revision_coach_agent.md · prose · downgraded · got

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.

Is this flag fair?

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