This skill should be used when the user asks about evaluation methodology, scoring rubrics, testing tools, "how does scoring work", "evaluation criteria", "rubric format", "add a rubric", "create testing tool", "evaluate my feature", "run evaluation", "why did evaluation fail", or needs guidance on adversarial evaluation, graded scoring, or hard thresholds in the ADE workflow. Make sure to use this skill whenever the user mentions quality assessment, code review scoring, feature validation, or wants to understand why a feature passed or failed evaluation.
Use when the user wants to plan any work — building an app, adding a feature, fixing a bug, solving a problem, refactoring, or any task that benefits from thinking before doing. Triggers on "plan", "build me", "I want to", "fix this", "add a", "we need to", "how should we", or when the user describes something they want done. This skill guides interactive discovery, research, and planning scaled to the scope of the work — from a quick task plan to a full product spec.
Use when asking about the ADE build process, how the generator works, iteration strategy, "why is the generator doing X", "how does building work", "commit conventions", "pivot vs refine", or understanding the implementation phase of the ADE workflow. This skill covers the Generator's methodology for implementing features from approved plans, including the 4-phase build cycle and strategic iteration.