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Add iterative RALPH-loop (Read, Act, Log, Persist, Halt) pattern implementations for all four supported languages: - C#/.NET: ralph-loop.cs with documentation - Node.js/TypeScript: ralph-loop.ts with documentation - Python: ralph_loop.py with documentation (async API) - Go: ralph-loop.go with documentation Each recipe demonstrates: - Self-referential iteration where AI reviews its own output - Completion promise detection to halt the loop - Max iteration safety limits - File persistence between iterations Verified against real Copilot SDK APIs: - Python: fully verified end-to-end with github-copilot-sdk - Node.js: fully verified end-to-end with @github/copilot-sdk - C#: compiles and runs successfully with GitHub.Copilot.SDK - Go: compiles against github.com/github/copilot-sdk/go v0.1.23
Runnable Recipe Examples
This folder contains standalone, executable Python examples for each cookbook recipe. Each file can be run directly as a Python script.
Prerequisites
- Python 3.8 or later
- Install dependencies (this installs the SDK from PyPI):
pip install -r requirements.txt
Running Examples
Each .py file is a complete, runnable program with executable permissions:
python <filename>.py
# or on Unix-like systems:
./<filename>.py
Available Recipes
| Recipe | Command | Description |
|---|---|---|
| Error Handling | python error_handling.py |
Demonstrates error handling patterns |
| Multiple Sessions | python multiple_sessions.py |
Manages multiple independent conversations |
| Managing Local Files | python managing_local_files.py |
Organizes files using AI grouping |
| PR Visualization | python pr_visualization.py |
Generates PR age charts |
| Persisting Sessions | python persisting_sessions.py |
Save and resume sessions across restarts |
Examples with Arguments
PR Visualization with specific repo:
python pr_visualization.py --repo github/copilot-sdk
Managing Local Files (edit the file to change target folder):
# Edit the target_folder variable in managing_local_files.py first
python managing_local_files.py
Local SDK Development
The requirements.txt installs the Copilot SDK package from PyPI. This means:
- You get the latest stable release of the SDK
- No need to build from source
- Perfect for using the SDK in your projects
If you want to use a local development version, edit requirements.txt to use -e ../.. for editable mode development.
Python Best Practices
These examples follow Python conventions:
- PEP 8 naming (snake_case for functions and variables)
- Shebang line for direct execution
- Proper exception handling
- Type hints where appropriate
- Standard library usage
Virtual Environment (Recommended)
For isolated development:
# Create virtual environment
python -m venv venv
# Activate it
# Windows:
venv\Scripts\activate
# Unix/macOS:
source venv/bin/activate
# Install dependencies
pip install -r requirements.txt