Apply RED-GREEN-REFACTOR cycles to author and validate AI skills.
npx skills add https://github.com/benjgrad/clawdbot --skill writing-skills-benjgrad
Please help me install this Agent Skill. Skill: writing-skills Source: https://github.com/benjgrad/clawdbot/tree/main/skills/writing-skills Command: npx skills add https://github.com/benjgrad/clawdbot --skill writing-skills-benjgrad
This Skill provides a rigorous, test-driven development (TDD) framework for creating, editing, and verifying AI skills, ensuring they are robust, discoverable, and effective.
Use the writing-skills skill to create a new skill by following the RED-GREEN-REFACTOR process.
High-intent search queries and answers about installing and using this skill.
Test-driven development for AI skill authoring uses a RED-GREEN-REFACTOR cycle to write failing pressure scenarios first, then builds the skill to pass them, and finally refactors to close loopholes. This ensures robust agent compliance and documentation.
Pressure scenarios in skill testing are constraints like time, sunk cost, and authority designed to test AI agents under realistic conditions. They verify that the agent adheres to skill rules instead of rationalizing its way out of compliance.
To prevent an AI agent from bypassing skill documentation rules, you identify common rationalizations and explicitly address them during iterative refactoring. This countermeasure closes loopholes the agent uses to skip required processes.
The best way to validate agent compliance is through iterative refactoring and rationalization analysis. You develop pressure scenarios to test the skill, enforce rules, and refactor the documentation until the agent can no longer find loopholes.
No specific external frameworks are required to start TDD skill development. The process relies on scripts and references to implement the RED-GREEN-REFACTOR cycle, focusing entirely on internal documentation and pressure testing logic.
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yashs33244Apply RED-GREEN-REFACTOR testing to validate Skill documentation under pressure scenarios.
