Automates the end-to-end development lifecycle for AI skills, from initial drafting and editing to rigorous evaluation and benchmarking.
Skill Creator Pro is a sophisticated meta-skill designed for developers and AI engineers to build, refine, and maintain production-grade capabilities within the Cubis Foundry ecosystem. By enforcing the 'Pro Skill Standard,' it ensures that every created skill includes precise trigger conditions, structured 'WHAT + WHY' instructions, and comprehensive evaluation suites. Whether you are bootstrapping a new domain-specific capability or auditing existing instructions for platforms like Claude Code, Codex, or Gemini, this tool provides the necessary framework for iterative improvement and high-accuracy routing.
Key Features
01Variance analysis to identify and resolve flaky AI instructions
02Full lifecycle support with dedicated Create, Edit, Eval, and Benchmark modes
031 GitHub stars
04Assertion-based evaluation design to test behavioral output consistency
05Multi-platform adaptation logic for Claude Code, Gemini, and Antigravity
06Automated Pro Skill Standard checklist for quality assurance
Use Cases
01Architecting new domain-specific skills for custom AI agent environments
02Benchmarking skill reliability across multiple runs to ensure production readiness
03Refining existing skill instructions based on performance eval failures