Caveat verdict

gpu-cluster-manager

88
🟢 Trusted
No high-risk patterns surfaced by the deep scan — automated capability review, not behavioral proof.

Accesses credentials AND makes external network calls

The skill manages a local GPU cluster using the ollama-herd package installed via pip, routing LLM inference requests across local network devices via mDNS with no cloud credential access or data exfiltration.

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.

0
security
60
transparency
90
maintenance

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.

Capability combination high

Accesses credentials AND makes external network calls — potential credential theft

LLM02 · ASI03

Permission integrity

Makes network requests but does not declare curl/wget in required binaries

network_out

Code accesses API keys/tokens but declares no environment variables

credential_access

Installs packages at runtime — transitive dependencies are not auditable

package_install

Findings (3)

Pattern match critical

Possible hardcoded credential

SKILL.md · code · api_key="not-needed

Pattern match critical

Pipe-to-python pattern — remote code execution risk

SKILL.md · code · curl -s http://localhost:11435/fleet/status | python

Pattern match critical

Pipe to python — executes piped content as Python code

SKILL.md · code · | python3

Permissions & capabilities

No declared permissions — minimal attack surface.

package_installcredential_accessnetwork_out
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