ClawAudit verdict

model-distill-master

88
🟢 Trusted
Low risk — reviewed by ClawAudit, behavior matches stated purpose

Reads files AND uses eval/Function

Model distillation workflow skill that downloads open-source models from ModelScope and uses pip-installed ML libraries; dynamic_eval and data_encoding are expected in ML training pipelines, no exfiltration present.

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.

0
security
40
transparency
70
maintenance

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.

Capability combination critical

Reads files AND uses eval/Function — may execute locally stored payloads

LLM05 · LLM06 · ASI05

Capability combination critical

Encodes data AND uses eval — the obfuscated-execution pattern (atob + eval; data-flow not verified)

LLM05 · ASI05 · ASI10

Permission integrity

Performs file operations but does not declare file-accessing binaries

file_read

Installs packages at runtime — transitive dependencies are not auditable

package_install

Findings (5)

Pattern match critical

Uses eval() — can execute arbitrary code

SKILL.md · code · eval(

Pattern match high

Pipe to python — executes piped content as Python code

.clawhub/publish-notes.md · prose · downgraded · | Python

Pattern match medium

apt-get install — installs system packages

scripts/download_model.sh · prose · downgraded · apt-get install

Pattern match medium

subprocess execution — runs system commands from Python

scripts/run_full_pipeline.py · prose · downgraded · subprocess.run(

Pattern match low

Python shutil file operation — copies/moves/deletes files

scripts/package_deployment.py · prose · downgraded · shutil.copytree(

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.

package_installdynamic_evalfile_readdata_encoding
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