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Phase 7: artifact contracts + completion/correctness truth (deferred) #479

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@macanderson

Phase 7 — artifact contracts + completion/correctness truth. (Deferred — after the goal is reached.)

Deterministic contract validators + the brand-kit witness (a large fixture). Completion/correctness truth for produced artifacts. High value but independent of the learning loop — do when completion-truth becomes a priority.

Blocked by Phase 1 installment 3 (contract + outcome types). Part of Epic #469.

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    area:corestella-core — engine: step loop, budget, compaction, retryenhancementNew feature or requestroadmapRoadmap item — planned direction

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