Caveat verdict

deep-research

ars-deep-research

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

Academic research orchestrator that delegates to sub-agents via delegate_task for literature review and synthesis; the pipeline is transparent and matches the stated purpose of deep research with no exfiltration patterns.

⚠ 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 (3)

Pattern match critical

Possible hardcoded credential

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

Pattern match medium

Instructs covert action — may act without user awareness

agents/report_compiler_agent.md · prose · downgraded · silently

Pattern match medium

Accesses shell history/config

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

Permissions & capabilities

No declared permissions — minimal attack surface.

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