agent-governance-toolkit copilot-instructions.md

Project instructions for agent-governance-toolkit, a multi-language codebase for controlling, securing, and observing AI agents. They describe its packages, architecture, and development commands.

In plain words
What is it for?
Use them when working on the toolkit's Python core, language SDKs, agent networking, policy enforcement, sandboxing, reliability, integrations, or related packages.
Why use it?
They give a coding agent the repository context needed to make compatible changes and follow the project's build, test, lint, and installation practices.

Instructions file for GitHub Copilot

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add instructions/microsoft/agent-governance-toolkit/copilot-instructions
Clone the repo
git clone --depth 1 https://github.com/microsoft/agent-governance-toolkit

Made for: GitHub Copilot.

Per session 5,833 This file is loaded in full into every session.
When invoked 5,833 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.05833 $0.05833
Opus 5 $0.02916 $0.02916
Sonnet 5 $0.01167 $0.01167
Haiku 4.5 $0.00583 $0.00583

Measured yesterday against content hash d051c986f5a4, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

agent-governance-toolkit copilot-instructions.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.github/copilot-instructions.md · 408 lines

How it starts

The opening of the file, as written. The whole thing — 408 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Copilot Instructions for agent-governance-toolkit

Architecture

Multi-language monorepo for runtime governance of AI agents. Core is Python, with SDKs in TypeScript, Rust, .NET, and Go.

Core Python packages live under packages/:

Package Purpose
agent-compliance (agent_governance_toolkit) Unified installer, agt CLI, runtime policy enforcement
agent-os (agent_os_kernel) Kernel: policy evaluator, identity, trust, audit
agent-mesh (agentmesh_platform) Multi-agent networking: Wire Protocol, registry, relay, E2E encryption
agent-hypervisor Execution sandboxing and resource isolation
agent-sre SRE: health checks, circuit breakers, observability
agent-runtime Runtime orchestration layer
agent-mcp-governance MCP (Model Context Protocol) governance primitives
agent-discovery Agent discovery and capability advertisement
agent-lightning Lightweight/fast-path policy evaluation
agent-marketplace Agent marketplace and registry
agentmesh-integrations Framework adapters (LangChain, CrewAI, AutoGen, etc.)

Language SDKs:

Language Path Package name
TypeScript packages/agent-mesh/sdks/typescript/ @microsoft/agent-governance-sdk
Rust packages/agent-mesh/sdks/rust/ agent-governance, agent-governance-mcp
.NET agent-governance-dotnet/ Microsoft.AgentGovernance
Go agent-governance-golang/ (standalone top-level)

Other top-level directories: docs/ (MkDocs site), examples/ (runnable integrations), demo/ (live dashboards), pipelines/ (ESRP release automation), benchmarks/, fuzz/ (ClusterFuzzLite), notebooks/.

Each subdirectory with an AGENTS.md has area-specific commands and boundaries: read it before changing code there.

Build, Test, and Lint

Python

# Install (editable, all extras)
pip install -e ".[full]"

# Lint
ruff check --select E,F,W --ignore E501

# Test (full suite)
pytest

# Test (single file)
pytest tests/test_policy.py

# Test (single test by name)
pytest -k "test_policy_deny_dangerous_tools"

# Build
python -m build

Read the full file on GitHub · 408 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 408 lines · 5,833 tokens per session scan A d051c986f5a4

Subscribe to this mod's changes

agent-governance-toolkit copilot-instructions.md is an instructions file published in the GitHub repository microsoft/agent-governance-toolkit (6,153 stars, last pushed 6d ago), licensed MIT. It adds 5,833 tokens to every session, about $0.0292 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.