Enforce RED-GREEN-REFACTOR cycles with pressure scenario testing for AI skills.
npx skills add https://github.com/zhou533/UnVault --skill writing-skills-zhou533
Please help me install this Agent Skill. Skill: writing-skills Source: https://github.com/zhou533/UnVault/tree/main/.claude/skills/writing-skills Command: npx skills add https://github.com/zhou533/UnVault --skill writing-skills-zhou533
This Skill provides a rigorous, test-driven framework for creating and refining AI Skills, ensuring they are effective, compliant, and resistant to manipulation.
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 skills is a framework enforcing RED-GREEN-REFACTOR cycles for documentation. It ensures created skills are robust, compliant, and resistant to manipulation by simulating real-world agent behavior under stress.
To prevent AI agents from bypassing rules under pressure, you implement rationalization countermeasures. This involves simulating stress scenarios, documenting the excuses agents use to bypass rules, and refining the skill to explicitly counter those rationalizations.
To create robust AI skills using the RED-GREEN-REFACTOR cycle, you write failing pressure scenarios first (RED), refine the skill documentation to make them pass (GREEN), and then optimize the skill while maintaining compliance (REFACTOR).
Yes, test-driven skill development works for enforcing coding standards. You write pressure scenarios that test an agent's adherence to the standards, document any rationalizations used to bypass them, and refine the skill to explicitly counter those rationalizations.
Without pressure scenario testing, standard skill development leaves AI skills vulnerable to agent rationalization and non-compliance under stress. It fails to identify failure points where agents bypass rules, resulting in less robust and easily manipulated skills.
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fumtas1kCreate and validate AI agent skill documentation using TDD principles.
jf3096Create and refine agent Skills using RED-GREEN-REFACTOR cycles.
