Guide AI skill creation using a RED-GREEN-REFACTOR test-driven cycle.
npx skills add https://github.com/weiping/pi-superpowers --skill writing-skills-weiping
Please help me install this Agent Skill. Skill: writing-skills Source: https://github.com/weiping/pi-superpowers/tree/main/skills/writing-skills Command: npx skills add https://github.com/weiping/pi-superpowers --skill writing-skills-weiping
This Skill provides a rigorous, test-driven framework for creating and improving AI skills, ensuring they are effective, reliable, and adhere to best practices.
Use the writing skills skill to create a new skill for summarizing meeting transcripts.
High-intent search queries and answers about installing and using this skill.
TDD for AI skill development uses a RED-GREEN-REFACTOR cycle to write verifiable skills. You first define failure scenarios and pressure tests, then author the skill to pass them, ensuring robust and reliable agent behaviors.
To stop AI agents from bypassing skill rules under pressure, apply explicit counter-rationalization techniques. This identifies and blocks common excuses agents use to skip required workflows during task execution.
The best way to document AI skills is to enforce concise descriptions and clear workflows during the refactoring phase. This test-driven refinement ensures the skill's metadata accurately represents its processing logic.
You need testing frameworks to refactor AI skills safely because the process enforces a RED-GREEN-REFACTOR cycle. Defining explicit tests first ensures that refactoring improves the skill without breaking existing verifiable behaviors.
AI skills fail during complex code review tasks due to missing pressure testing and rationalization countermeasures. Without defining failure scenarios first, agents bypass the required review process when encountering execution pressure.
nimeshgurungApply the RED-GREEN-REFACTOR cycle to create and refine AI agent Skills.
FaisalAlqarniEnforce RED-GREEN-REFACTOR cycles for creating AI skills documentation.
xoaiCompare code implementation against task specification for completeness and precision.
ssiumhaGuide developers through the RED-GREEN-REFACTOR TDD cycle.
