Apply TDD principles to skill development with baseline tests and iterative refinement.
npx skills add https://github.com/CHNISam/agent-skills --skill writing-skills-chnisam
Please help me install this Agent Skill. Skill: writing-skills Source: https://github.com/CHNISam/agent-skills/tree/main/writing-skills Command: npx skills add https://github.com/CHNISam/agent-skills --skill writing-skills-chnisam
This Skill addresses the challenge of creating reliable, disciplined documentation by applying test-driven development principles to skill creation, preventing unverified or loophole-prone skills from being deployed.
Before deploying, run scenarios without the skill to observe violations, then write minimal instructions to prevent those violations, followed by re-validation under complex pressures.
High-intent search queries and answers about installing and using this skill.
Test-driven development for skill creation involves running baseline pressure scenarios without the skill to detect natural violations, then writing minimal instructions to address those specific violations. This closed-loop refinement iteratively closes loopholes until bulletproof compliance is achieved.
Agents generate rationalizations when instructions contain loopholes. Closed-loop refinement eliminates this by adding explicit negations and foundational principles, then re-testing under maximum pressure to verify compliance and prevent rationalizations.
The best way to ensure bulletproof agent compliance is through validation cycles that re-test the skill under complex pressures. You iteratively refine instructions by adding explicit negations until all loopholes are eliminated.
You identify loopholes by running baseline tests without the skill to observe natural violations. Close them by writing minimal targeted instructions, validating under pressure, and re-financing until the agent complies without rationalizations.
Yes, running validation cycles after modifying instructions is required. Re-testing under maximum pressure verifies that new changes do not introduce loopholes and ensures the skill maintains bulletproof agent compliance.
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