agent-governance-toolkit
Python Mediummicrosoft/agent-governance-toolkit
817 stars
146 forks
119 open issues
Active Apr 2026
Beginner-Friendly Issues 119
Issues tagged for new contributors
Proposal: FSHI-based Trust Scoring Integration for Agent Evaluation
#897 · Apr 7, 2026
[Feature]:
#896 · Apr 7, 2026
enhancement triage
documentation good first issue help wanted community
�� Blog Post: I Added Governance to My AI Agent in 30 Minutes — Here's How
#852 · Apr 6, 2026
documentation good first issue help wanted community
documentation good first issue help wanted community
documentation good first issue help wanted community
documentation good first issue help wanted community
📝 Blog Post: MCP Security — Why Your AI Agent's Tool Calls Need a Firewall
#848 · Apr 6, 2026
documentation good first issue help wanted community
fix(vscode): pin dependency versions in agent-os-vscode package.json
#831 · Apr 6, 2026
[Feature]: Lightweight OS-level sandboxing alternative to openshell
#748 · Apr 3, 2026
enhancement triage
fix: PromptInjectionDetector allowlist lacks input validation
#744 · Apr 3, 2026
docs: Tutorial 03 Section 8 — post_execute() pattern is misleading
#742 · Apr 3, 2026
feat: per-org MCP server governance policies
#737 · Apr 2, 2026
feat: plugin quality scoring model (separate from trust tiers)
#736 · Apr 2, 2026
feat: GitHub Enterprise managed policy/ruleset integration
#735 · Apr 2, 2026
feat: content/knowledge quality governance (beyond runtime security)
#734 · Apr 2, 2026
feat: org-scoped marketplace with tenant visibility model
#733 · Apr 2, 2026
📝 Blog Post: From Chatbot to Autonomous Agent — A Governance Maturity Model
#726 · Apr 2, 2026
documentation good first issue community
🎓 Workshop Materials: Introduction to AI Agent Governance (2-hour session)
#725 · Apr 2, 2026
documentation good first issue help wanted community
📋 Validate: ISO 42001 (AI Management System) Alignment Assessment
#724 · Apr 2, 2026
documentation good first issue community
🏗️ Demo: Agent Governance Dashboard — Real-Time Policy Monitoring
#723 · Apr 2, 2026
enhancement good first issue community
📝 Article: The Trust Problem in Multi-Agent Systems — How DIDs Solve It
#722 · Apr 2, 2026
documentation good first issue community
🧩 Integration Opportunity: Hugging Face Agents + Governance Toolkit
#721 · Apr 2, 2026
enhancement good first issue community
�� Benchmark: Agent Governance Overhead — Latency and Throughput Analysis
#720 · Apr 2, 2026
documentation enhancement good first issue community
📹 Video: Live Coding — Build a Governed Multi-Agent System from Scratch
#719 · Apr 2, 2026
documentation good first issue community
documentation good first issue help wanted community
🎓 Tutorial: Adding Governance to Your Existing AI Agent in 5 Minutes
#717 · Apr 2, 2026
documentation good first issue community
documentation good first issue community
🔍 Validate: SOC 2 Type II Control Mapping for Agent Governance
#712 · Apr 2, 2026
documentation good first issue help wanted community
📹 Tutorial: Deploying Agent Governance with Docker Compose (Video)
#711 · Apr 2, 2026
documentation good first issue community
🧩 Tutorial: Building Custom Governance Integrations for Any Agent Framework
#710 · Apr 2, 2026
documentation good first issue community
🏢 Case Study Template: Agent Governance in Enterprise Environments
#709 · Apr 2, 2026
documentation good first issue help wanted community
📊 Infographic: Agent Governance Toolkit Architecture Overview
#708 · Apr 2, 2026
documentation good first issue community
🔗 Integration Guide: MCP (Model Context Protocol) + Trust Verification
#707 · Apr 2, 2026
documentation good first issue community
🎓 Tutorial: Policy-as-Code for AI Agents — From Zero to Production
#706 · Apr 2, 2026
documentation good first issue community
📝 Blog Post: Comparing Agent Governance Approaches — A Framework Review
#705 · Apr 2, 2026
documentation good first issue community
📋 Validate: EU AI Act Compliance Checklist for Agent Deployments
#704 · Apr 2, 2026
documentation good first issue community
🌐 Integration Opportunity: CrewAI + Governance Toolkit End-to-End Demo
#703 · Apr 2, 2026
enhancement good first issue community
🧪 Tutorial: Chaos Testing Your AI Agents with Agent SRE
#702 · Apr 2, 2026
documentation good first issue community
🎥 Video Series: Agent Governance Toolkit Architecture Deep Dive
#701 · Apr 2, 2026
documentation good first issue help wanted community
🔌 Integration Guide: OpenAI Agents SDK + Agent Governance Toolkit
#700 · Apr 2, 2026
documentation good first issue community
📊 Article: Scaling AI Agents from 10 to 10,000 — Governance Lessons
#699 · Apr 2, 2026
documentation good first issue community
📐 Validate: NIST AI Risk Management Framework (AI RMF) Alignment
#698 · Apr 2, 2026
documentation good first issue community
✅ Validate: OWASP Top 10 for LLM Applications Coverage Mapping
#697 · Apr 2, 2026
documentation good first issue community
🌍 Demo: Multi-Agent Collaboration with Trust Verification (Interactive)
#696 · Apr 2, 2026
enhancement good first issue community
�� Tutorial: Building a Policy-Governed Chatbot with LangChain + AgentMesh
#695 · Apr 2, 2026
documentation good first issue community
📝 Blog Post: Why AI Agent Governance Matters in 2026
#694 · Apr 2, 2026
documentation good first issue community
📹 Tutorial: Getting Started with Agent OS in 10 Minutes (Video)
#693 · Apr 2, 2026
documentation good first issue community
feat: gRPC governance service for language-agnostic integration
#558 · Mar 28, 2026
ci: add spell checking for documentation files
#545 · Mar 28, 2026
good first issue ci/cd
ci: add markdown link checker to CI
#544 · Mar 28, 2026
good first issue ci/cd
ci: add auto-labeling for integration package PRs
#543 · Mar 28, 2026
good first issue ci/cd
ci: add CodeQL analysis for TypeScript packages
#542 · Mar 28, 2026
good first issue ci/cd
ci: add Python version matrix to test workflows
#541 · Mar 28, 2026
good first issue ci/cd
ci: add npm dependency caching to ADO pipeline
#540 · Mar 28, 2026
good first issue ci/cd
security: add CORS origin allowlist to copilot extension
#539 · Mar 28, 2026
good first issue security
security: implement scope chain verification in langchain integration
#538 · Mar 28, 2026
good first issue security
security: implement signature verification in nexus registry
#537 · Mar 28, 2026
good first issue security
security: add webhook payload size limit
#536 · Mar 28, 2026
good first issue security
security: replace hardcoded PagerDuty routing key with env variable
#535 · Mar 28, 2026
good first issue security
security: add Content-Security-Policy headers to HTML responses
#534 · Mar 28, 2026
good first issue security
feat: add example GitHub Actions workflow for agent governance
#533 · Mar 28, 2026
enhancement good first issue
feat: add `--watch` mode to policy validation
#532 · Mar 28, 2026
enhancement good first issue
feat: add colored terminal output to Python CLI
#531 · Mar 28, 2026
enhancement good first issue
feat: add template scaffolding command for new integrations
#530 · Mar 28, 2026
enhancement good first issue
feat: add policy YAML validation command to CLI
#529 · Mar 28, 2026
enhancement good first issue
feat: add configurable log levels to MCP server
#528 · Mar 28, 2026
enhancement good first issue
feat: add accessibility labels to VSCode extension views
#527 · Mar 28, 2026
enhancement good first issue
feat: add dark mode support to Chrome extension popup
#526 · Mar 28, 2026
enhancement good first issue
feat: add `--json` output flag to agent-os CLI
#525 · Mar 28, 2026
enhancement good first issue
feat: add health check endpoint to MCP server HTTP mode
#524 · Mar 28, 2026
enhancement good first issue
feat: add OpenTelemetry tracing to copilot extension
#523 · Mar 28, 2026
enhancement good first issue
feat: add request body validation to copilot extension endpoints
#522 · Mar 28, 2026
enhancement good first issue
feat: add rate limiting middleware to copilot extension
#521 · Mar 28, 2026
enhancement good first issue
feat: add i18n support for user-facing error messages
#520 · Mar 28, 2026
enhancement good first issue
test: fix caas module indexing tier classification
#519 · Mar 28, 2026
good first issue tests
test: add smoke tests for example projects
#518 · Mar 28, 2026
good first issue tests
test: add tests for control-plane A2A and MCP adapters
#517 · Mar 28, 2026
good first issue tests
test: add tests for VSCode extension webview panels
#516 · Mar 28, 2026
good first issue tests
Quantum-safe signature support via ML-DSA-65
#416 · Mar 24, 2026
feat: add graceful degradation helpers and no-op fallbacks
#410 · Mar 24, 2026
enhancement
feat: add BudgetPolicy rules for token/cost/tool-call limits
#409 · Mar 24, 2026
enhancement
docs: add comparison table with other governance frameworks
#408 · Mar 24, 2026
documentation good first issue
test: add fuzz tests for policy YAML parsing
#407 · Mar 24, 2026
good first issue tests
feat: add trust score visualization to CLI
#406 · Mar 24, 2026
enhancement good first issue
docs: add security threat model document
#405 · Mar 24, 2026
documentation good first issue help wanted
feat: add governance policy linter CLI command
#404 · Mar 24, 2026
enhancement good first issue
docs: add architecture decision records (ADRs)
#403 · Mar 24, 2026
documentation good first issue
test: add tests for AgentMarketplace plugin signing
#402 · Mar 24, 2026
good first issue help wanted tests
feat: add pre-commit hooks configuration
#401 · Mar 24, 2026
enhancement good first issue
feat: add standard GovernanceAuditLogger with pluggable backends
#400 · Mar 24, 2026
enhancement
feat: add cross-gate event bus for governance layer composition
#398 · Mar 24, 2026
enhancement
docs: add CHANGELOG.md tracking all releases
#399 · Mar 24, 2026
documentation good first issue
test: add unit tests for PolicySchema validation
#397 · Mar 24, 2026
good first issue tests
feat: add record_task_outcome() API to RewardEngine
#396 · Mar 24, 2026
enhancement
feat: add DiffPolicy rule type for git change scope enforcement
#395 · Mar 24, 2026
enhancement
feat: add pluggable SandboxProvider for agent execution isolation
#394 · Mar 24, 2026
enhancement
Data governance: training data attribution + compensation enforcement
#369 · Mar 24, 2026
Create a GitHub Pages site for project docs and onboarding
#347 · Mar 22, 2026
enhancement
docs: add inline comments to Helm chart values.yaml
#339 · Mar 21, 2026
documentation good first issue
test: add pytest markers for slow and integration tests
#338 · Mar 21, 2026
good first issue tests
docs: standardize README badges across all packages
#337 · Mar 21, 2026
documentation good first issue
docs: add README files to examples missing documentation
#335 · Mar 21, 2026
documentation good first issue help wanted
fix: replace print() with logging in library source
#334 · Mar 21, 2026
enhancement good first issue
docs: add requirements.txt to examples missing dependencies
#333 · Mar 21, 2026
documentation good first issue help wanted
fix: replace bare except blocks with specific exceptions
#332 · Mar 21, 2026
bug good first issue
chore: add LICENSE files to all subpackages
#331 · Mar 21, 2026
documentation good first issue
chore: add py.typed marker files for PEP 561
#330 · Mar 21, 2026
enhancement good first issue
docs: document YAML configuration schemas
#319 · Mar 21, 2026
documentation good first issue help wanted
feat: implement signature verification in Nexus registry
#317 · Mar 21, 2026
enhancement good first issue help wanted
test: add test coverage for agent-compliance core module
#315 · Mar 21, 2026
good first issue help wanted tests
test: add Windows compatibility tests to CI
#310 · Mar 20, 2026
good first issue help wanted tests
docs: add governed multi-agent customer support example
#306 · Mar 20, 2026
documentation good first issue
feat: add JSON schema validation for governance policies
#305 · Mar 20, 2026
enhancement good first issue
feat: add Semantic Kernel integration adapter
#304 · Mar 20, 2026
enhancement good first issue integration
Create Google Colab notebooks for zero-friction trial
#255 · Mar 15, 2026
documentation enhancement
Create animated terminal demo (GIF/asciicast) for README
#254 · Mar 15, 2026
documentation enhancement