SkillAnything automates the creation of production-ready AI agent skills from diverse software targets, including CLI tools, REST APIs, Python libraries, and workflows. It is designed for developers building AI agents, enabling seamless integration of existing software functionalities without manual prompt engineering or cross-platform adaptation. The primary benefit is the rapid generation of multi-platform skills, significantly accelerating agent development.

How It Works

The project employs a fully automated 7-phase pipeline: Analyze, Design, Implement, Test, Benchmark, Optimize, and Package. It begins by auto-detecting the target software's type and capabilities. Subsequently, it designs a skill architecture, scaffolds the skill code, generates test cases, evaluates performance against a baseline, optimizes the skill's description through an iterative loop, and finally packages the skill for multiple AI agent platforms like Claude Code, OpenClaw, and Codex. This systematic approach ensures consistency and reduces manual effort.

Quick Start & Requirements

Installation involves cloning the repository into the appropriate directory for your target platform:

• Claude Code: git clone https://github.com/AgentSkillOS/SkillAnything.git ~/.claude/skills/skill-anything
• OpenClaw: git clone https://github.com/AgentSkillOS/SkillAnything.git ~/.openclaw/skills/skill-anything
• Codex: git clone https://github.com/AgentSkillOS/SkillAnything.git ~/.codex/skills/skill-anything

Usage examples include commands like "Create a skill for the httpie CLI tool" or "Generate a multi-platform skill for the Stripe API." Specific Python version requirements or other non-default prerequisites are not explicitly detailed in the README, but running the pipeline likely requires substantial computational resources.

Highlighted Details

• Automated 7-phase pipeline for generating AI agent skills.
• Supports auto-detection and skill generation for CLI tools, REST APIs, Python libraries, workflows, and web services.
• Outputs production-ready skills compatible with multiple platforms (Claude Code, OpenClaw, Codex, Generic).
• Includes optional code obfuscation using PyArmor for commercial distribution of original scripts.
• Methodology inspired by CLI-Anything and incorporates systems from Anthropic Skill Creator.

Maintenance & Community

The project welcomes contributions, but the provided README does not contain specific details regarding notable contributors, sponsorships, community channels (like Discord or Slack), or a public roadmap.

Licensing & Compatibility

The project is released under the MIT License. While MIT is generally permissive for commercial use and integration into closed-source projects, the "Attribution" section notes that "Anthropic Adapted" files are derived from Apache 2.0 licensed code, which may impose specific requirements. Original SkillAnything scripts are obfuscated using PyArmor.

Limitations & Caveats

The README does not explicitly detail known bugs, alpha status, or unsupported platforms. The effectiveness and setup complexity of the PyArmor obfuscation for commercial use require further investigation. Additionally, the specific computational resources and time required to run the full 7-phase pipeline are not quantified.