Caveat verdict
auto-deep-research
Accesses credentials AND makes external network calls
Legitimate deep-research skill that searches public web sources, reads pages, and writes structured research output to local files — network access is the stated purpose, no exfiltration of secrets or agent manipulation.
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.
What it does
These are capability combinations: each listed behavior occurs in the skill, but Caveat detects co-occurrence — it does not verify that one flows into another. Read the code to confirm a live chain.
Accesses credentials AND makes external network calls — potential credential theft
LLM02 · ASI03
Permission integrity
network_out
credential_access
Findings (1)
Possible hardcoded credential
SKILL.md · code · API_KEY="your-key-here
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.
network_innetwork_outcredential_access Thanks — recorded.