Verify Agent Policy Coverage And Risky Action Guardrails Before Production Rollout With Agent Governance Toolkit

---
name: "Verify agent policy coverage and risky-action guardrails before production rollout with Agent Governance Toolkit"
slug: "verify-agent-policy-coverage-and-risky-action-guardrails-before-production-rollout-with-agent-governance-toolkit"
description: "Run deterministic governance checks and policy verification before agents get real autonomy, so risky tool use and weak runtime evidence are caught early."
github_stars: 1056
verification: "security_reviewed"
source: "https://github.com/microsoft/agent-governance-toolkit"
author: "Microsoft"
publisher_type: "organization"
category: "Security & Verification"
framework: "Multi-Framework"
tool_ecosystem:
  github_repo: "microsoft/agent-governance-toolkit"
  github_stars: 1056
  npm_package: "agent-governance-toolkit"
  npm_weekly_downloads: 20863
---

# Verify agent policy coverage and risky-action guardrails before production rollout with Agent Governance Toolkit

Run deterministic governance checks and policy verification before agents get real autonomy, so risky tool use and weak runtime evidence are caught early.

## Prerequisites

Python environment or supported SDK runtime, Agent Governance Toolkit CLI or SDK, policy definitions, target agent workflow, optional runtime evidence JSON for verification

## Installation

Use the upstream install or setup path that matches your environment:
- pip install agent-governance-toolkit[full]

Requirements and caveats from upstream:
- **Works with any stack** — AWS Bedrock, Google ADK, Azure AI, LangChain, CrewAI, AutoGen, OpenAI Agents, and 20+ more. Python · TypeScript · .NET · Rust · Go.
- python
- | [**Semantic Kernel**](https://github.com/microsoft/semantic-kernel) | Native (.NET + Python) |

Basic usage or getting-started notes:
- 🚀 <a href="#get-started-in-90-seconds">Quick Start</a> ·
- | [LlamaIndex](https://github.com/run-llama/llama_index) | Middleware |
- **Getting Started**

- Source: https://github.com/microsoft/agent-governance-toolkit
- Extracted from upstream docs: https://raw.githubusercontent.com/microsoft/agent-governance-toolkit/HEAD/README.md

## Documentation

- https://github.com/microsoft/agent-governance-toolkit

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/verify-agent-policy-coverage-and-risky-action-guardrails-before-production-rollout-with-agent-governance-toolkit/)