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3-stage Workflow run-id evidence: investigate wf_be952f3c-97f / implement wf_a58e0d15-beb / audit wf_9520d8cd-4fe. PART 1 (L2 recovery): 4 over-cap sub (cicd-monitor/investigator-codebase/reviewer/implementer-backend) curated L1->L2 byte-exact + archive/_INDEX.md (substring sha-keyed pointers, no line-hints) + <period>.gist.md (4-field distill, distill-gen:1, verbatim frozen). All 4 MEMORY.md now < 25KB auto-inject cap (closes P1 curate-debt). ~240KB archive no longer RAG-dark. 0-byte-loss git+sha verified (Stage C audit + em-main self-gate on 2 reviewer StructuredOutput no-returns). Read-side gap fixed (MEMORY.md L5 header -> _INDEX). + memory-budget.json (seed-by-measure) + scripts/measure-agent-memory.ps1 + .ragignore guard. PART 2/3 (process mandate): every adap = 2 separate workflows (implement + review) + report with run-id; short-but-needs-confirm still requires review. Codified in .claude/commands/adap-apply.md + agents/README.md (Upgrade S70) + session-start.md (§2.1.2 budget-audit, pending-restart). adap-report + email-back to AI_INFRA (body-hash 7c07b716e775). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>