Reference implementation of sequential agent loop orchestration.

• Python 3.11+
• UV - Fast Python package manager

# macOS/Linux/WSL
curl -LsSf https://astral.sh/uv/install.sh | sh

# Windows
powershell -c "irm https://astral.sh/uv/install.ps1 | iex"

Provides a standard, deterministic orchestration loop for AI agents. This is the default orchestrator and serves as the reference implementation.

Module Type: Orchestrator Mount Point: orchestrators Entry Point: amplifier_module_loop_basic:mount

• Parallel tool execution: Multiple tool calls execute concurrently (assumes LLM intent)
• Deterministic context updates: Results added in original order
• Robust error handling: Failures return error results, never crash
• Event correlation: parallel_group_id tracks related executions
• No streaming (see loop-streaming for that)

[[orchestrators]]
module = "loop-basic"
name = "basic"
config = {
    max_iterations = -1,  # Maximum iterations (-1 = unlimited, default)
    timeout = 300         # Timeout in seconds
}

# In amplifier configuration
[session]
orchestrator = "loop-basic"

• amplifier-core>=1.0.0

Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit Contributor License Agreements.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact [email protected] with any additional questions or comments.

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.