Caveat verdict
Deep Research with MCP
deep-research-with-mcp
Reads local files AND makes external network calls
Research skill orchestrating MCP-configured search tools to produce cited reports; all search calls go through user-configured MCP endpoints.
Automated static analysis โ 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 โ it does not verify that one flows into another. Read the code to confirm a live chain.
Reads local files AND makes external network calls โ the capabilities for data exfiltration co-occur (data-flow not verified)
LLM02 ยท LLM06 ยท ASI03
Permission integrity
network_out
file_read
Findings (2)
Pipe-to-python pattern โ remote code execution risk
SKILL.md ยท code ยท curl -sL "<url>" | python
Pipe to python โ executes piped content as Python code
SKILL.md ยท code ยท | python3
Why the tier is capped
Execution sink present in raw bytes (Hard Floor: class C). Final tier capped at Caution โ cannot be lifted by any downgrade, example-payload opt-in, or allowlist.
Permissions & capabilities
No declared permissions โ minimal attack surface.
network_innetwork_outfile_read Thanks โ recorded.