Why AI-Assisted Development Needs Structured Requirements First: Lessons from the GEAR Protocol
in the “Taming AI Coding Agents with TDD” series. The first article covered requirement anchoring at the test layer[1]. Tests assume clear requirements. This one goes upstream — to the practice of disambiguating requirements before a single line of code gets written. The v1 Lesson: One-Line Requirement, 371 Lines of Pollution Aristotle v1 had no GEAR protocol[2]. No role separation. The entire reflection feature lived in a single 371-line SKILL.md. The requirement was roughly one sentence: the system should detect when a user corrects an AI mistake, then generate a reusable rule. ...