agent-governance SKILL.md skillA
agent-governance from pr-e/openclaw-master-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pr-e/openclaw-master-skills/agent-governance@git:20260302.9834b38Pins git:20260302.9834b38 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pr-e/openclaw-master-skills
- Path
skills/agent-governance/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260302.9834b38, committed Mar 2, 2026
- Size
- 18,495 bytes
- Repository stars
- 3
- License
- MIT
Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents that call external tools (APIs, databases, file systems) - Implementing policy-based access controls for agent tool usage - Adding semantic intent classification to detect dangerous prompts - Creating trust scoring systems for multi-agent workflows - Building audit trails for agent actions and decisions - Enforcing rate limits, content filters, or tool…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Agent Governance Patterns
Patterns for adding safety, trust, and policy enforcement to AI agent systems.
## Overview
Governance patterns ensure AI agents operate within defined boundaries — controlling which tools they can call, what content they can process, how much they can do, and maintaining accountability through audit trails.
```
User Request → Intent Classification → Policy Check → Tool Execution → Audit Log
↓ ↓ ↓
Threat Detection Allow/Deny Trust Update
```
## When to Use
- **Agents with tool access**: Any agent that calls external tools (APIs, databases, shell commands)
- **Multi-agent systems**: Agents delegating to other agents need trust boundaries
- **Production deployments**: Compliance, audit, and safety requirements
- **Sensitive operations**: Financial transactions, data access, infrastructure management
---
## Pattern 1: Governance Policy
Define what an agent is allowed to do as a composable, serializable policy object.
```python
from dataclasses import dataclass, field
from enum import Enum
from typing import Optional
import re
class PolicyAction(Enum):
…Read the whole file at its exact version.
How to install
mdr add pr-e/openclaw-master-skills/agent-governance@sha256:aeec5110688463f0The line at the top of this page pins the label git:20260302.9834b38, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_xgpwh2fifqr6vp5u)
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Versions
The registry has recorded 1 version of this file, committed on Mar 2, 2026.
Audit of the latest version
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- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
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- pass: No curl or wget piped into a shell
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- pass: No instruction to read or print local credentials
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Source
pr-e/openclaw-master-skills · 3 stars · license MIT · pushed 2026-10-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xgpwh2fifqr6vp5u GET https://markdownregistry.com/api/v1/resolve?ref=pr-e/openclaw-master-skills/agent-governance GET https://markdownregistry.com/api/v1/blob/aeec5110688463f04f3098184a1b6c19abbda32937832e8506899eb08138971f
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Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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