Caveat verdict
auto-workflow
ai-workflow
Writes files AND executes processes
A general-purpose workflow automation engine documenting file processing, data conversion, scheduled backups, and HTTP API calls — all behaviors match the stated purpose and there is no evidence of exfiltration or malicious redirection.
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.
Writes files AND executes processes — may drop and execute malicious scripts
LLM05 · LLM06 · ASI05
Reads local files AND makes external network calls — the capabilities for data exfiltration co-occur (data-flow not verified)
LLM02 · LLM06 · ASI03
Reads files, encodes data, AND makes external network calls — the obfuscated-exfiltration pattern (data-flow not verified)
LLM02 · ASI03
Executes processes AND makes external network calls — may exfiltrate command output
LLM02 · LLM06 · ASI03
Accesses credentials AND writes files — may persist stolen credentials locally
LLM02 · LLM06 · ASI03
Both reads and writes files — verify scope is limited to intended directories
LLM06 · ASI02
Permission integrity
network_out
Findings (4)
subprocess execution — runs system commands from Python
SKILL.md · code · subprocess.run(
subprocess with shell=True — command injection vector
SKILL.md · code · subprocess.run(
cmd, shell=True
Python urllib.request — network access
SKILL.md · code · urllib.request
Python shutil file operation — copies/moves/deletes files
SKILL.md · code · shutil.move(
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_outfile_readfile_writeprocess_execcredential_accessdata_encoding Thanks — recorded.