principle-encode-lessons-in-structure

What problem does it solve? Repeatedly writing the same instruction or fixing the same class of error wastes effort because textual guidance is easy to miss and requires readers to notice, remember, and comply. This Skill turns recurring corrections into structural mechanisms that enforce the rule automatically. ## Core Features & Use Cases - Structural Encoding: Converts repeated instructions into lint rules, metadata flags, runtime checks, or automation scripts, then deletes the redundant text. - Strongest-Rung Selection: Chooses the strongest available enforcement mechanism, from unrepresentable states that fail compilation down to runtime checks. - Feedback Loop Discipline: Captures every correction, routes it to the right layer (brain note, skill, lint rule, or principle), and closes the loop with concrete action. - Use Case: When a reviewer corrects the same code pattern for the second time, encode it as a CI lint rule instead of adding another comment to the style guide. ## Quick Start Ask the assistant to apply the encode-lessons-in-structure principle to turn a recurring correction into a lint rule, metadata flag, runtime check, or script.