agent-trust-layer
by community
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Description
Agent Trust Layer is the first layer of AGI — the Discriminator. A pure rule engine that judges whether AI output is true, safe, honest, and non-manipulative. 47 discrimination dimensions × 9 check layers × 131 modules × 131 MCP tools, zero LLM dependency. Use this skill when the user needs: - Verify AI output trustworthiness (hallucination / overconfidence / contradiction / fallacy interception) - Verify behavioral decisions (should it act / where should it stop / should it not act) - Verify memory and cognitive quality (drift detection / metacognition / confidence calibration) - Deterministic judgment instead of LLM free-form generation - Check emotional / psychological / ethical dimensions (empathy / trauma / virtue / meaning) Safety boundary: code execution / filesystem write disabled by default. No telemetry, no hidden C2. Honest declaration: This is a rule engine that simulates cognitive discrimination signals. It is not real consciousness or life.
Install agent-trust-layer
Run this in your OpenClaw agent to add agent-trust-layer from the ClawHub registry.
openclaw skills install agent-trust-layerRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
Community Verified
Reviewed by the ClawHub community.
Community Reviews
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Frequently asked questions
Is agent-trust-layer safe to install?
agent-trust-layer has a SkillsReview security score of 81/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does agent-trust-layer cost?
agent-trust-layer is free to install for OpenClaw via ClawHub.
What are the best alternatives to agent-trust-layer?
You can compare agent-trust-layer side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install agent-trust-layer?
Install agent-trust-layer from ClawHub at clawhub.ai/skills/agent-trust-layer, or use the install action on this page to copy the command for your OpenClaw agent.
Community Signal
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