Real Skill packageSource verifiedClawHub registry

ai-guardian

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…

Identity and source

Publisher attributionwei zhouregistry owner unverified by skillvetai
Functional categoryEnterprise Functionsautomatically inferred · 56% rule confidence
Package forminstruction bundle6 recorded files
Canonical sourceClawHub registryclawhub:zw008:ai-guardian
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codeissues found
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 9/13/2026.claude/skills/ai-guardian
2 structural issues
  • error: description exceeds the 1,024-character Agent Skills limit. SKILL.md
  • error: compatibility must be a string of at most 500 characters. SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexissues found
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 9/13/2026.agents/skills/ai-guardian
3 structural issues
  • error: description exceeds the 1,024-character Agent Skills limit. SKILL.md
  • error: compatibility must be a string of at most 500 characters. SKILL.md
  • warning: Codex portability follows Agent Skills, where allowed-tools is a space-separated string. SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawissues found
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 9/13/2026skills/ai-guardian
4 structural issues
  • error: description exceeds the 1,024-character Agent Skills limit. SKILL.md
  • error: compatibility must be a string of at most 500 characters. SKILL.md
  • warning: OpenClaw portability follows Agent Skills, where allowed-tools is a space-separated string. SKILL.md
  • error: metadata.openclaw.os must contain only darwin, linux, or win32. SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @zw008/ai-guardian
clawhub inspect @zw008/ai-guardian --version 0.11.2

Security evidence

SkillVetAI static result: no findings detected

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
6 / 6 inspected as text
Checked
9/13/2026, 4:48:02 AM
Scanner
0.1.3
Policy
1.0.3
2 inferred permission indicators
  • network access — automatically inferred
  • filesystem write — automatically inferred
2 dependency and API indicators
  • api: clawhub.ai
  • api: github.com
External clawhub result: suspicious

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
9/12/2026, 2:14:44 PM
Release binding
Matches this record
  • skillspector: suspicious
  • llm: suspicious

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:108aa88367cee083720b5d7c09192a0784b462f31b35922fc4bf046b7cfb2513
Show up to 6 recorded paths
  • references/agent-guardrails.md
  • references/capabilities.md
  • references/cli-reference.md
  • references/setup-guide.md
  • skill-card.md
  • SKILL.md

Source changelog

- Documentation updated in SKILL.md, including Quick Install and plugin instructions. - References to OpenClaw plugin install updated from clawhub:@aiops-tools/ai-guardian to clawhub:@zw008/ai-guardian. - Skill card (skill-card.md) file removed. - No functional or tool changes; maintenance and documentation cleanup only.

Release security diff

mediumCompared fixed releases 0.11.0 and 0.11.2; 0 finding and 0 permission indicators were added.

Both fixed releases were scanned under the current scanner and policy, so finding, permission and dependency changes are available.

Change reasons and limitations
  • content hash changed

Observed release history

These older immutable releases were observed by prior successful syncs. They remain recorded when a newer release becomes current.

0.11.09/12/2026sha256:dc1bf38596e39606b4ee35179facdc6272fb24ecc0abae46f03aeb3c9481cc84
0.10.08/13/2026sha256:4b95213afd91cf98c62e8c8cc322112b7b46145b489c410506ed99de552e6079