Caveat verdict

top-coding-models

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

Reads local files AND makes external network calls

Coding model benchmark and pricing reference skill that fetches public data from BenchLM and OpenRouter APIs; no credentials required and behavior matches the stated model comparison purpose.

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
70
transparency
70
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 critical

Reads local files AND makes external network calls — the capabilities for data exfiltration co-occur (data-flow not verified)

LLM02 · LLM06 · ASI03

Capability combination critical

Reads files, encodes data, AND makes external network calls — the obfuscated-exfiltration pattern (data-flow not verified)

LLM02 · ASI03

Permission integrity

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

network_out

Performs file operations but does not declare file-accessing binaries

file_read

Findings (2)

Pattern match high

Possible hardcoded credential

scripts/fetch_models.py · prose · downgraded · api_key="<OPENROUTER_API_KEY>

Pattern match medium

Python urllib.request — network access

SKILL.md · code · urllib.request

Permissions & capabilities

No declared permissions — minimal attack surface.

data_encodingnetwork_outfile_readnetwork_in
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