ClawAudit verdict
literature-research-pipeline
Accesses credentials AND encodes data
End-to-end literature search and download automation skill using public academic APIs with user-configured directories; process_exec is used for documented subprocess calls to other skill scripts with no evidence of exfiltration.
Automated static analysis — not a human review. ClawAudit 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 ClawAudit detects co-occurrence — it does not verify that one flows into another. Read the code to confirm a live chain.
Accesses credentials AND encodes data — may obfuscate stolen credentials
LLM02 · ASI03 · ASI04
Permission integrity
credential_access
Findings (3)
subprocess execution — runs system commands from Python
SKILL.md · code · subprocess.run(
HTTP request to bare IP address — common in malicious payloads
SKILL.md · code · http://127.0.0.1
Python os.environ.get — reads environment variable
SKILL.md · code · os.environ.get(
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.
process_execcredential_accessdata_encoding Thanks — recorded.