IMA Copilot serves as a professional-grade wrapper and enhancement layer for the official Tencent IMA skill (ima-skill), designed to streamline development workflows. It provides a robust one-command installer for Claude Code, Codex, and OpenClaw, automates API credential setup with live validation, and includes a diagnostic engine to repair common upstream formatting issues like missing YAML frontmatter. By implementing a sophisticated fan-out search strategy, it allows users to search across multiple knowledge bases simultaneously with personalized priority boosting, effectively bypassing standard API result limitations.
主要功能
011,173 GitHub stars
02Customizable search prioritization and knowledge base skipping
03Unified installer for Claude Code, Codex, and OpenClaw agents
04Automated diagnostic and repair tools for upstream SKILL.md bugs
05Secure XDG-style API credential management and validation
06Parallel fan-out search across multiple IMA knowledge bases
使用场景
01Resolving 'invalid SKILL.md' errors when loading Tencent IMA in Claude Code
02Performing comprehensive searches across private IMA knowledge bases and notes
03Setting up a production-ready IMA development environment in a single command