Spec-first workflow

Cluster: Supports the pillar AI-assisted dev workflow (spec-first).

Write a short spec or ticket (inputs, outputs, boundaries, acceptance criteria) before writing code. Use it in Cursor rules, Copilot PR review, and evaluation harnesses so the whole pipeline stays aligned.