Module Development Guide

Creating a New Module

Step 1: Choose Protocol

Determine which protocol your module implements:

• Tool: Agent capability (filesystem, bash, web, database)
• Provider: LLM backend (Anthropic, OpenAI, Ollama)
• Context: Conversation state management (simple, persistent)
• Orchestrator: Execution loop strategy (basic, streaming, events)
• Hook: Lifecycle observer (logging, approval, redaction)

Step 2: Implement Protocol

from typing import Any
from amplifier_core import ModuleCoordinator, ToolResult