Why: record the audited findings and the batched remediation contract
(U1-U11) that subsequent implementation units must satisfy.
Evidence: document-only change; no code paths touched.
Impact: docs only; plan is the scope authority for the remediation task.
Refs: feature/agent-stack-audit-remediation-b1