Caveat verdict

ganglion

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

Bittensor subnet mining orchestration engine skill with CLI, HTTP bridge, and Python library; credential access is for LLM_PROVIDER_API_KEY used legitimately for the stated AI pipeline execution purpose.

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

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
70
maintenance

Permission integrity

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

network_out

Findings (4)

Pattern match critical

Pipe to python — executes piped content as Python code

references/troubleshooting.md · code · | python3

Pattern match high

HTTP request to bare IP address — common in malicious payloads

SKILL.md · code · http://127.0.0.1

Pattern match high

Uses exec() — may execute shell commands

references/troubleshooting.md · code · exec(

Pattern match high

Pipe-to-python pattern — remote code execution risk

scripts/healthcheck.sh · prose · downgraded · curl -s "$GANGLION_URL/v1/status" 2>/dev/null | python

Why the tier is capped

Execution sink present in raw bytes (Hard Floor: class B/C). Final tier capped at Caution — cannot be lifted by any downgrade, example-payload opt-in, or allowlist.

Permissions & capabilities

Requires 1 environment variable. (1 sensitive: LLM_PROVIDER_API_KEY). Requires 2 system binaries.

network_outnetwork_in

Is this flag fair?

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