Apply Test-Driven Development cycles to create and refine AI skills.
npx skills add https://github.com/Come0520/L2C --skill writing-skills-come0520
Please help me install this Agent Skill. Skill: writing-skills Source: https://github.com/Come0520/L2C/tree/main/.agent/skills/writing-skills Command: npx skills add https://github.com/Come0520/L2C --skill writing-skills-come0520
This Skill provides a rigorous, test-driven framework for creating and refining AI skills, ensuring they are discoverable, effective, and resistant to misuse.
Follow the TDD cycle: write a failing test scenario, then write the skill to make it pass, then refactor to close loopholes.
High-intent search queries and answers about installing and using this skill.
Test-driven development for AI skills applies the RED-GREEN-REFACTOR cycle to documentation, using pressure scenarios like sunk cost or authority to identify rule bypasses. It explicitly addresses rationalization countermeasures to guarantee agent compliance with procedures.
Pressure testing AI agent behavior involves simulating realistic scenarios with combined pressures like time and authority to find documentation loopholes. Applying rationalization countermeasures ensures agents follow rules even under stress, yielding robust and effective skills.
Writing documentation to prevent rule bypasses requires rationalization tables and explicit countermeasures against common agent excuses. By testing documentation against pressure scenarios, you guarantee agents follow procedures and maintain robust compliance.
Limitations of TDD for skill creation include the difficulty of anticipating every agent rationalization and pressure scenario. Without continuous refactoring and comprehensive pressure testing, undiscovered loopholes may allow agents to bypass documented procedures.
LerianStudioRun baseline failure scenarios to validate skill behavior with RED-GREEN-REFACTOR workflows.
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flosrnCreate and refine documentation skills using the RED-GREEN-REFACTOR test-driven cycle.
dogekikiApply a RED-GREEN-REFACTOR cycle to author and refine agent skill documentation.
