Micro-Skill Creator

About

Micro-Skill Creator is an advanced tool designed to build modular, high-performance capabilities for Claude Code following the Unix philosophy of doing one thing exceptionally well. It empowers users to generate focused skills that spawn specialist agents optimized with evidence-based patterns such as self-consistency, program-of-thought, and plan-and-solve. The tool automates the entire development lifecycle—from defining single-responsibility triggers and designing specialist agent identities to implementing strict input/output contracts and systematic test cases. By integrating agent-creator principles and neural training, it ensures that every micro-skill is reliable, testable, and ready to be composed into complex, multi-step automated cascades.

Key Features

• Neural training integration for continuous improvement and feedback collection
• Systematic validation testing for boundary conditions, edge cases, and performance
• Automated generation of specialist agent system prompts with defined domain expertise
• Strict input/output contract specification to ensure reliable skill composition
• 1 GitHub stars
• Evidence-based prompting patterns including self-consistency, program-of-thought, and plan-and-solve

Use Cases

• Creating specialized slash commands for repetitive domain-specific tasks
• Building a library of reusable, atomic building blocks for complex automated workflows
• Developing high-reliability agents for focused data extraction, validation, or generation