What problem does it solve? Untested skill documentation often fails in practice because authors never observe how agents actually behave without it, leading to instructions that agents ignore, misinterpret, or rationalize away under pressure. ## Core Features & Use Cases - TDD-Based Skill Authoring: Applies the RED-GREEN-REFACTOR cycle to documentation by running baseline pressure scenarios with subagents before writing any skill content. - Rationalization Bulletproofing: Provides techniques for closing loopholes, building rationalization tables, and creating red flag lists so discipline-enforcing skills resist agent workarounds. - Discovery Optimization: Guides writing effective YAML frontmatter descriptions, keyword coverage, and naming conventions so skills are found when needed. - Use Case: When creating a new skill that enforces a workflow rule, run pressure scenarios with subagents first, document their verbatim excuses, then write the minimal skill that counters those specific failures. ## Quick Start Ask the agent to help you create a new skill by first running baseline test scenarios without the skill, then writing the SKILL.md to address the observed failures.