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debug-inference

Debug why inference.local, direct external inference, or supervisor-only system inference is failing. Use when the user cannot reach a local model server, has provider base URL issues, sees inference verification failures, hits protocol mismatches, or needs to diagnose inference on local vs remote gateways. Trigger keywords - debug inference, inference.local, system inference, sandbox-system, local inference, ollama, vllm, sglang, trtllm, NIM, inference failing, model server unreachable, failed to verify inference endpoint, host.openshell.internal.

72

Quality

88%

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SecuritybySnyk

Medium

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SKILL.md
Quality
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Security

Security

1 medium severity finding. This skill can be installed but you should review these findings before use.

Medium

W013: Attempt to modify system services in skill instructions.

What this means

The skill prompts the agent to compromise the security or integrity of the user’s machine by modifying system-level services or configurations, such as obtaining elevated privileges, altering startup scripts, or changing system-wide settings.

Why it was flagged

The skill instructs changing firewall rules and updating/restarting system service configurations (e.g., bind address and Docker bridge firewall rules), which are privileged system-state modifications that can compromise the machine state.

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Repository
NVIDIA/OpenShell
Audited
Security analysis
Snyk

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