Caveat verdict

qwen-qwen3

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

Skill for running Qwen models locally across a device fleet via Ollama Herd; uses curl/wget for model downloads from documented sources and provides an OpenAI-compatible local endpoint, with no suspicious network behavior or credential 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
70
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 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 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

Performs file operations but does not declare file-accessing binaries

file_read

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 medium

Python httpx request — network access

SKILL.md · code · httpx.post(

Pattern match medium

POSTs data to external URL

SKILL.md · code · .post( "http://

Permissions & capabilities

No declared permissions — minimal attack surface.

package_installnetwork_outcredential_accessfile_read
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