ClawAudit verdict

GraphRAGBuilderSkill

graph-rag-builder

45
🟠 Risky
Significant concerns — only install if you understand the risks

The skill crawls websites, extracts concepts, and generates a knowledge server, which requires package installation and network access, potentially posing a risk if not properly validated.

⚠ Flagged for review — coarse, uncorroborated signal, not a confirmed exploit. Review the config yourself before installing.

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.

60
security
50
transparency
70
maintenance

Permission integrity

Installs packages at runtime — transitive dependencies are not auditable

package_install

Findings (4)

Pattern match high

Pipe to python — executes piped content as Python code

PLAN.md · prose · downgraded · | Python

Pattern match medium

os.system/popen — direct OS command execution

scripts/build_embeddings.py · prose · downgraded · os.system(

Pattern match low

Popular HTTP library — network access

evals/evals.json · prose · downgraded · got

Pattern match low

Python os.environ.get — reads environment variable

scripts/extract_concepts.py · prose · downgraded · 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.

network_inpackage_install

Is this flag fair?

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