Summary This repository offers Agent Skills to enable LLMs, particularly Claude, to collaborate seamlessly with external AI models and tools like OpenAI Codex and Google Gemini. It targets developers and researchers seeking to leverage specialized agents for code generation, debugging, and review, thereby extending LLM capabilities.

How It Works The project utilizes Anthropic's modular Agent Skills framework for dynamic loading of domain-specific knowledge and workflows. These skills act as bridges, translating Claude's instructions into executable commands for external CLIs (Codex, Gemini). A detailed, prompted 5-phase workflow guides Claude through context retrieval, multi-model analysis, diff-based prototyping, code refactoring, and auditing, orchestrating interactions between AI agents.

Quick Start & Requirements

• Prerequisites: Python >= 3.8 (3.10 recommended), Claude Code (v2.0.56+), Codex CLI, Gemini CLI.
• Installation: Clone (git clone --recurse-submodules https://github.com/GuDaStudio/skills) and run platform-specific install scripts (install.sh/install.ps1) for user/project-level or custom path installations, selecting all or specific skills.
• Verification: Launch Claude Code; installed skills should load automatically.
• Recommended: Configure global prompts in ~/.claude/CLAUDE.md for optimal workflow adherence.
• Links: Claude Code Docs: https://docs.claude.com/docs/claude-code, Codex CLI: https://github.com/openai/codex, Gemini CLI: https://github.com/google-gemini/gemini-cli.

Highlighted Details

• Modular Agent Skills: Dynamically extends LLM capabilities with specialized functionalities.
• Multi-Model Orchestration: Enables Claude to delegate coding tasks to Codex and Gemini via their CLIs.
• Structured Development Workflow: Implements a robust 5-phase process (retrieval, analysis, prototyping, implementation, audit) guided by detailed prompts.
• Diff-Based Prototyping: External models output Unified Diff Patch ONLY, preventing direct file modifications and ensuring Claude's control.
• Resource Matrix: Defines Claude's orchestrator role and resource scheduling across workflow phases.

Maintenance & Community No specific details on maintainers, community channels (e.g., Discord, Slack), or active development signals were found in the provided README. The repository is hosted by GuDaStudio.

Licensing & Compatibility

• License: MIT License.
• Compatibility: Permissive MIT license allows commercial use and linking within closed-source projects.

Limitations & Caveats

• External API Costs: Skills are free, but Codex/Gemini usage may incur API fees.
• Dependency Management: Requires installation of specific CLIs (Codex, Gemini) and Claude Code.
• Prompt Dependency: Effective operation relies heavily on correctly configured global prompts for workflow enforcement.
• External Model Reliability: Potential limitations exist with external models (e.g., Gemini's backend logic understanding), requiring careful output review.