sunnydata-skill-authoring

Skill development using TDD principles applies the RED-GREEN-REFACTOR cycle to establish proven techniques for crafting reliable skills, ensuring robustness by documenting baseline failures before applying incremental improvements.

To test skills and ensure they resist rationalizations under pressure, run pressure scenarios that document rationalizations, then iteratively improve the skill to enforce discipline in technical workflows.

To refine skills using incremental improvements, apply a testing framework that documents baseline failures and systematically applies peer-like testing iterations to bulletproof the skill against real-world pressures.

Yes, you can use this guide to create discipline-enforcing skills for coding standards or verification checks, providing a structured framework to develop, test, and refine their effectiveness in technical workflows.