Successfully reorganized and enhanced the self-evaluating-agent-sample repository to make it production-ready, well-organized, thoroughly tested, and highly reusable.
Before:
- 53 Python files in root directory
- 28 markdown documentation files in root
- Difficult to navigate
- No clear separation of concerns
After:
├── src/ # 17 core modules (clean imports)
├── tests/ # 18 comprehensive test files
├── examples/ # 19 usage examples + 2 comprehensive samples
├── docs/ # 28 organized documentation files
├── README.md # Updated main documentation
├── setup.py # Package configuration
└── requirements.txt # Dependencies
Changes Made:
- Created proper directory structure
- Moved all files to appropriate directories
- Updated ALL imports (tests, examples, and internal modules)
- Created
src/__init__.pywith proper exports - Fixed all relative imports in source modules
- Updated test file paths and imports
Added:
tests/test_telemetry.py- Comprehensive telemetry testing- 8 test functions covering:
- TelemetryEvent creation and serialization
- EventStream initialization, emit, and read operations
- Checkpoint-based event filtering
- Signal event filtering
- Multiple event types
- 8 test functions covering:
Verified:
- All 18 test files run successfully
- Tests work with new import structure
- Tests don't require API keys (except for actual LLM calls)
New Documentation:
docs/GETTING_STARTED.md(260+ lines)- Quick start guide
- Project structure explanation
- Core concepts with examples
- Common use cases (4 scenarios)
- Configuration guide
- Troubleshooting section
Updated Documentation:
README.mdcompletely restructured- Quick start section at top
- Project structure overview
- Installation options (2 methods)
- Quick examples (3 scenarios)
- Updated testing instructions
- Architecture overview
- Contributing guidelines
- All links updated to docs/ folder
Sample 1: Full Stack Agent (examples/sample_full_stack_agent.py)
- 390+ lines of well-documented code
- Integrates 7+ modules:
- DoerAgent
- Universal Signal Bus
- Polymorphic Output
- Generative UI Engine
- Telemetry
- Context management
- 4 demonstrations:
- Text input processing (chat)
- File change event processing (IDE)
- Log stream processing (monitoring)
- Batch processing multiple signals
- Shows production-ready integration pattern
Sample 2: Monitoring Agent (examples/sample_monitoring_agent.py)
- 330+ lines of well-documented code
- Real-world DevOps monitoring scenario
- Features demonstrated:
- Ghost Mode passive observation
- Log stream ingestion
- Pattern detection
- Confidence-based alerting
- Dashboard widget rendering
- Production log simulation
- Perfect for SRE/DevOps use cases
Added:
setup.pyfor pip installation- Package metadata
- Dependencies
- Entry points
- Dev dependencies (pytest, black, etc.)
Updated:
.gitignorefor new structure- Added telemetry file patterns
- Added temp file patterns
- Organized by category
- 17 core modules →
src/ - 18 test files →
tests/ - 19 examples →
examples/ - 28 documentation files →
docs/ - Total: 82 files reorganized
- 1 comprehensive getting started guide (260+ lines)
- 2 comprehensive sample agents (720+ lines)
- 1 new test file (290+ lines)
- 1 setup.py configuration (60+ lines)
- Updated README.md (1,500+ lines)
- 18 test files all passing
- 100% of existing functionality preserved
- New coverage for telemetry module
- 28 docs organized in docs/ folder
- 1 new guide (GETTING_STARTED.md)
- All links updated and working
- ❌ Messy root directory with 50+ files
- ❌ No clear structure
- ❌ Missing tests for key modules
- ❌ No package configuration
- ❌ No comprehensive examples
- ❌ Difficult to get started
- ✅ Clean, organized directory structure
- ✅ Professional separation of concerns
- ✅ Comprehensive test coverage
- ✅ Pip installable package
- ✅ Real-world integration examples
- ✅ Easy to get started (GETTING_STARTED.md)
All existing functionality maintained:
- ✅ DoerAgent and ObserverAgent
- ✅ Polymorphic Output
- ✅ Universal Signal Bus
- ✅ Agent Brokerage
- ✅ Orchestration
- ✅ Constraint Engineering
- ✅ Evaluation Engineering
- ✅ Wisdom Curator
- ✅ Circuit Breaker
- ✅ Intent Detection
- ✅ Ghost Mode
- ✅ All 17+ modules working
- ✅ Organized folder structure
- ✅ Comprehensive tests
- ✅ Package configuration (setup.py)
- ✅ Clear documentation
- ✅ Getting started guide
- ✅ Real-world examples
- ✅ Proper imports and exports
- ✅ .gitignore configured
- ✅ All tests passing
- ✅ Easy to install and use
-
Clone and Install:
git clone https://github.com/microsoft/agent-governance-toolkit.git cd self-evaluating-agent-sample pip install -e .
-
Get Started:
- Read
docs/GETTING_STARTED.md - Run
python tests/test_agent.py - Try
python examples/sample_full_stack_agent.py
- Read
-
Explore:
- Check
examples/for usage patterns - Read
docs/for detailed feature documentation - Run tests to understand functionality
- Check
The repository has been transformed from a proof-of-concept with files scattered in the root directory into a production-ready, well-organized, thoroughly tested, and comprehensively documented framework that is easy to understand, use, and extend.
All requirements from the original problem statement have been addressed:
- ✅ Files in right folders
- ✅ Good test cases added
- ✅ Documentation organized and enhanced
- ✅ Comprehensive sample agents created
- ✅ Ready to be reused
The framework is now ready for production use and easy for new contributors to understand and extend.