Apply the RED-GREEN-REFACTOR cycle to author and refine AI skills.
npx skills add https://github.com/FacuM/yolo-agent --skill writing-skills-facum
Please help me install this Agent Skill. Skill: writing-skills Source: https://github.com/FacuM/yolo-agent/tree/main/.claude/skills/writing-skills Command: npx skills add https://github.com/FacuM/yolo-agent --skill writing-skills-facum
This Skill provides a rigorous, test-driven development (TDD) framework for creating and refining AI Skills, ensuring they are robust, discoverable, and effective. It prevents common pitfalls in skill authoring by adapting the RED-GREEN-REFACTOR cycle to documentation.
Follow the RED-GREEN-REFACTOR cycle outlined in this skill's documentation to create or update any skill.
High-intent search queries and answers about installing and using this skill.
Test-driven development for AI skills adapts the RED-GREEN-REFACTOR cycle to documentation, ensuring robustness by creating pressure scenarios to baseline agent behavior before writing minimal skills to address observed failures.
To create pressure scenarios for AI skills, design tests using realistic constraints like time pressure, sunk cost, or authority, then observe agent failures to establish a baseline before refining the skill documentation.
Yes, you can apply TDD methodology to refine existing skill documentation by identifying loopholes through pressure testing, refactoring to close gaps, and implementing rationalization countermeasures to prevent agents from bypassing rules.
AI skills fail under time pressure when they lack rationalization countermeasures. Applying the TDD cycle helps identify these loopholes by testing skills against realistic constraints and explicitly addressing common excuses agents use to bypass rules.
The best way to prevent rationalization is using the TDD REFACTOR phase to close loopholes in skill documentation, explicitly addressing common excuses agents use to bypass rules under pressure scenarios involving time or sunk cost constraints.
No dependencies are required to apply TDD for skill authoring. The methodology is self-contained, guiding you through the RED-GREEN-REFACTOR cycle using pressure scenarios and refactoring techniques to ensure skill robustness and discoverability.
barrydobsonTest skill documentation with RED-GREEN-REFACTOR cycles and pressure scenarios.
ZJUxjyEnforce Test-Driven Development cycles for creating and modifying AI skills.
qodex-aiDocuments AI skill creation and maintenance using Test-Driven Development and RED-GREEN-REFACTOR cycles.
marcusfelixCreate and refine AI agent skills using RED-GREEN-REFACTOR cycles.
