What problem does it solve?
Writing and validating Skills can be error-prone and inconsistent without a disciplined process. This guide provides an enforceable framework to design, test, and iterate Skills using a RED-GREEN-REFACTOR lifecycle with subagents to prevent rationalizations and ensure robust deployment.
Core Features & Use Cases
- Establishes a test-driven workflow for skill creation and refinement (RED-GREEN-REFACTOR).
- Documents baseline failures, rationalizations, counters, and red-flag patterns to harden Skills.
- Supports structured Skill packaging that can include references to supporting guides, tests, and tooling.
- Applicable to creating new Skills or auditing/editing existing Skills for reliability under pressure.
Quick Start
Follow the RED-GREEN-REFACTOR cycle: run baseline tests without the Skill, write the Skill to address observed failures, and re-test to verify compliance.