Maps self-written controls to commercially-usable source controls expressing the same obligation (Phase-2 reconcile, embedding-kNN + Haiku 2026-06-15). Additive, idempotent. Salvaged from uncommitted WIP. [migration-approved]
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>