Adapter Factory Skill

This skill teaches how to integrate new AI models into the AI Counsel MCP server by creating adapters. There are two types of adapters:

1. CLI Adapters - For command-line AI tools (e.g., claude, droid, codex)
2. HTTP Adapters - For HTTP API integrations (e.g., Ollama, LM Studio, OpenRouter)

When to Use This Skill

Use this skill when you need to:

• Add support for a new AI model or service to participate in deliberations
• Integrate a command-line AI tool (CLI adapter)
• Integrate an HTTP-based AI API (HTTP adapter)
• Understand the adapter pattern used in AI Counsel
• Debug or modify existing adapters

Architecture Overview

Base Classes