ai-spec-skills

Write and improve specifications using progressive approach (Intent, Scope, Behavior, Refinement). Use when creating new specs, improving existing ones, or handling uncertainty and content splitting.

Apply core specification principles: IS/IS-NOT distinction, constrain-design-open-implementation, and anti-pattern detection. Use when creating, reviewing, or evaluating any specification document.

Assess specification quality using 11-item rubric, balance check, and common problems table. Use when reviewing specs before implementation or verifying quality gates.

Structure specifications using the three-layer framework (Intent, Design, Consistency) with boundary types and implementation standards. Use when organizing spec content into layers or selecting elements.