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adapter-factory

Create CLI or HTTP adapters for integrating AI models into AI Counsel.

Updated Aug 23, 2026
Search Tags:#integration#python#cli#llm#adapters#ai models#deliberation#http api
One-click install
npx skills add https://github.com/tipmaster/claude-config --skill adapter-factory-tipmaster
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: adapter-factory
Source: https://github.com/tipmaster/claude-config/tree/main/mcp-servers/ai-counsel/.claude/skills/adapter-factory
Command: npx skills add https://github.com/tipmaster/claude-config --skill adapter-factory-tipmaster

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires httpx, tenacity, vcrpy.

What problem does it solve?

This Skill simplifies the complex process of integrating new AI models (whether CLI-based or HTTP API-based) into the AI Counsel deliberation system. It enables rapid expansion of supported models, allowing for diverse AI participation.

Core Features & Use Cases

  • CLI Adapters: Guides integrating command-line AI tools, handling subprocess execution, and output parsing.
  • HTTP Adapters: Explains integrating HTTP API-based AI services, including request building, response parsing, and retry logic.
  • Config & Schema Updates: Details how to update configuration and data schemas to support newly integrated adapters.
  • Use Case: Integrate a new local large language model (LLM) that runs as a CLI tool, creating its adapter, configuring its arguments, and ensuring its output is correctly parsed for multi-model deliberation.

Quick Start

Use the adapter-factory skill to help me create a new HTTP adapter for the 'MyCustomAI' API, focusing on build_request() and parse_response() methods.