{"id":"f1ef2cd0-2d96-409d-8a12-9a8c07d7ba1f","slug":"clawhub-zw008-ai-guardian","name":"ai-guardian","description":"Use this skill whenever the user needs to observe or govern on-endpoint local LLMs running on Ollama, llama.cpp (llama-server), LM Studio, or a local single-node vLLM — inventory installed/running models with an allow/deny verdict (shadow-AI detection), inspect VRAM residency, model license/params/capabilities and server version, view the model policy, detect model provenance/digest drift (re-pulled or tampered weights; strong for Ollama/llama.cpp, id-only and honestly weaker for LM Studio/vLLM), scan a prompt for secrets / PII / source-code / jailbreak with a weighted risk band, route a prompt THROUGH a guard that scans + policy-gates + records + runs-if-allowed (guarded_generate / observe_chat), query the observed-usage log, and roll up anomalies (shadow models, digest drift, high-risk + blocked prompts). Always use this skill for \"what local models are installed\", \"find shadow / unsanctioned AI models\", \"which model is loaded in VRAM\", \"scan this prompt for secrets/PII before sending\", \"stop secrets leaking into a local model\", \"block a prompt with an API key\", \"detect a jailbreak / prompt injection\", \"set a model allowlist / denylist\", \"detect a tampered / re-pulled model\", \"audit local LLM usage\", \"guard my llama.cpp / LM Studio / local vLLM endpoint\", or \"the complement to IGEL AI Armor\". Do NOT use for GPU inference CLUSTERS (multi-node / fleet-scale vLLM / Ray serving) — this is for single-endpoint LOCAL LLMs; point cluster/serving work to inference-aiops. Also not for hypervisors, storage, backup, Kubernetes, or network devices. Passive inventory/state auditing plus opt-in route-through content governance, with a bundled governance harness (audit, policy, token budget, undo, risk-tiers). A transparent capture proxy is v0.2 roadmap.","capabilities":[],"protocols":["OPENCLAW"],"safetyScore":84,"overallRank":62,"trustScore":null,"trust":null,"source":"CLAWHUB","updatedAt":"2026-10-10T08:04:33.876Z"}