Caveat verdict
git-repo-to-book
Reads local files AND makes external network calls
A multi-agent book-writing orchestrator that analyzes a git repo and produces Markdown/HTML manuscripts; file and process access matches the legitimate long-form document generation purpose.
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.
Reads local files AND makes external network calls — the capabilities for data exfiltration co-occur (data-flow not verified)
LLM02 · LLM06 · ASI03
Executes processes AND makes external network calls — may exfiltrate command output
LLM02 · LLM06 · ASI03
Accesses credentials AND makes external network calls — potential credential theft
LLM02 · ASI03
Installs packages AND executes processes — opaque dependency chain with execution
LLM03 · ASI04
Permission integrity
network_out
credential_access
package_install
Findings (2)
Pipe to python — executes piped content as Python code
SKILL.md · prose · downgraded · | Python
subprocess execution — runs system commands from Python
scripts/convert_to_html.py · prose · downgraded · subprocess.run(
Why the tier is capped
Execution sink present in raw bytes (Hard Floor: class D). 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_outpackage_installfile_readprocess_execcredential_access Thanks — recorded.