What problem does it solve?
Untested or poorly structured skills lead to inconsistent AI behavior, missed opportunities for automation, and skills that are easily bypassed by rationalization.
Core Features & Use Cases
- TDD for Documentation: Applies Test-Driven Development (TDD) to process documentation, treating skill creation as a development task.
- Claude Search Optimization (CSO): Guides skill authors to optimize descriptions and keywords for effective skill discovery by Claude.
- Rationalization Bulletproofing: Systematically tests skills with subagents under pressure to identify and counter rationalizations, ensuring compliance.
- Use Case: When developing a new AI skill for 'managing cloud resources', use this to follow a rigorous TDD cycle, ensuring the skill is clear, effective, and resistant to rationalization before deployment.
Quick Start
Use the writing-skills skill to create a new skill for 'managing cloud resources', starting with baseline testing scenarios.