Guide AI Skill creation using the RED-GREEN-REFACTOR test-driven cycle.
npx skills add https://github.com/cinjoff/fhhs-skills --skill writing-skills-cinjoff
Please help me install this Agent Skill. Skill: writing-skills Source: https://github.com/cinjoff/fhhs-skills/tree/main/skills/writing-skills Command: npx skills add https://github.com/cinjoff/fhhs-skills --skill writing-skills-cinjoff
This Skill provides a rigorous, test-driven framework for creating and refining AI Skills, ensuring they are discoverable, effective, and resistant to manipulation.
Follow the RED-GREEN-REFACTOR cycle to create or update a skill.
High-intent search queries and answers about installing and using this skill.
To use TDD for AI agent skill creation, you apply the RED-GREEN-REFACTOR cycle: write failing test scenarios first, build the skill documentation to pass those tests, then refactor to prevent rationalizations. This ensures rigorous agent compliance.
AI agents bypass skill rules under pressure due to rationalization. You prevent this by developing countermeasures through rigorous testing scenarios that force the agent to adhere to documented processes even when pressured to skip steps.
Test-driven development for skill documentation is applying the RED-GREEN-REFACTOR cycle to skill creation. You write failing test scenarios first, build the skill to pass those tests, and refactor to prevent common rationalizations for skipping processes.
Yes, you can apply this testing methodology to all skill types requiring agent adherence to documented processes. It is applicable to any AI skill development needing strict compliance and resistance to manipulation.
The best way to ensure agent compliance is using a test-driven development methodology with rationalization countermeasures. You build rigorous testing scenarios that prevent agents from bypassing skill rules under pressure.
To prevent rationalizations for skipping code reviews, use the RED-GREEN-REFACTOR cycle to build countermeasures into the skill. Write failing test scenarios first, then build and refactor the skill to enforce compliance.
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