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[CLAUDE] Docs: adopt Harness-16 MFE (memory-fidelity-EVAL) — 2-workflow + email AI_INFRA 
Adopt AI_INFRA Harness-16 (3 broadcast 2026-06-29) qua 2-workflow mandate:
WF1 implement wf_4c63e1bd-99e + WF2 review wf_13e3d35a-023 (PASS 0-blocking).

MFE = coverage/retention eval (do nap-vs-nho-vs-dung bang SO DO). DISTINCT
voi H6.7 memoryDelta-routing-fidelity (vocab-fork WF1 reviewer bat duoc).

Built (em-main single-writer, 0 production code):
- scripts/mfe-eval.ps1 deterministic NO-API (ASCII #30, exit 0): LEAD coverage-FIT
  (token-RANGE, cap live-read) + age-band flag-not-cut + Goodhart-anchor strikes/RCA;
  SUB per-role coverage do-that (prose->N/A khong 0%); sub-workflow N/A. Smoke 3-tier PASS.
- memory-budget.json :mfe config + eval/mfe/ (seed sample-questions stable-id + README)
  + engine §H + artifact-row + C3-comment + wire session-start §2.1.6 / session-end §L.b(c)
  opt-in + agents/README S93. Judge layer = SCAFFOLD-only (honest nac).

adap-report harness-16-mfe + harness-15-v3 (covered/folded) + email outbox/ai_infra.
AS-10 dogfood: WF1 residual-write caught+reverted. State GIU NGUYEN (Mig 59 · 88 · 434 · gotcha 76).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-29 18:35:14 +07:00

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broadcasts/ — _index (Harness 3 · single index) — SOLUTION_ERP (self=se)

1 INDEX DUY NHẤT theo dõi MỌI message qua kênh email (in + out). Adopt AI_INFRA Harness 3 (anh 06-07). Mỗi message = 1 dòng. Append-only. Inbound: stick đã-đọc khi xử lý xong. verify = SHA256(body) bản copy == content_sha256 (frontmatter) == bản outbox bên gửi (byte-identical) → ✓ · lệch = ✗ (tamper-flag, điều tra ngay). Folder map: A/outbox/B/<id> (A→B) ⇄ B/inbox/A/<id> (B kéo về). 6 folder mỗi chiều (trừ self=se). Fan-out adap broadcast (≠ email directed) → outbox/all/ (pull /adap-apply), track ở COMMS-LEDGER OUT — KHÔNG ở index này (index = email mesh in/out). infra-CC row (§N3): message <id>-cc (cc-of:<to>) = bản-2 se gửi ai_infra giám sát infra-comms sister↔sister. Ghi rõ cc-of vào cell from → to — vd OUTBOUND se → ai_infra (cc-of:vipix) · INBOUND vipix → ai_infra (cc-of:se). Cùng status/verify như message thường (whole-file + body-hash đối chứng).

📥 INBOUND (nhận — qua /check-email <from>)

status: pending (ở inbox/ root, chưa xử lý) → processed (đã MOVE vào inbox/<from>/).

received id from → to status folder sha256(12) verify
2026-06-09 2026-06-09-namgroup-to-se-ui-design-conventions namgroup → se processed namgroup 0140b81fb8a6 ✓
2026-06-11 2026-06-11-ai_infra-to-se-ui-ux-design-guide ai_infra → se processed ai_infra d353ee460dba ✓
2026-06-18 2026-06-18-ai_infra-to-se-harness-11-available ai_infra → se processed ai_infra b2a2fc1cf399 ✓
2026-06-20 2026-06-19-ai_infra-to-se-harness-all-notify ai_infra → se processed ai_infra 50ec0b925157 ✓
2026-06-20 2026-06-20-ai_infra-to-se-harness-14-adopt-notify ai_infra → se processed ai_infra 37ae1b19595a ✓
2026-06-21 2026-06-20-ai_infra-to-se-harness-15-v2-notify ai_infra → se processed ai_infra 2e6097817e2d ✓

📤 OUTBOUND (gửi — qua /send-email <to>)

sent (ISO) id from → to folder sha256(12)
2026-06-07 2026-06-07-se-to-ai_infra-harness-123-handshake se → ai_infra outbox/ai_infra c9656c198500
2026-06-10 2026-06-10-se-to-ai_infra-harness-4-adopt-report se → ai_infra outbox/ai_infra 181ee03ff060
2026-06-11 2026-06-11-se-to-ai_infra-harness-4-runtime-verified se → ai_infra outbox/ai_infra ecf1d58797af
2026-06-15 2026-06-15-se-to-ai_infra-harness-5-6-adopt-report se → ai_infra outbox/ai_infra 8a247984df9f
2026-06-15 2026-06-15-se-to-ai_infra-harness-7-adopt-report se → ai_infra outbox/ai_infra 7e4f91f1ff7f
2026-06-16 2026-06-16-se-to-ai_infra-harness-8-adopt-status se → ai_infra outbox/ai_infra fa7f690d9ce6
2026-06-17 2026-06-17-se-to-ai_infra-harness-9-adopt-report se → ai_infra outbox/ai_infra 7c07b716e775
2026-06-18 2026-06-18-se-to-ai_infra-harness-9-10-checklist-adopted se → ai_infra outbox/ai_infra e5f09d57c22e
2026-06-18 2026-06-18-se-to-ai_infra-harness-10-flat-refine-adopt-report se → ai_infra outbox/ai_infra 5f511fe5c0f2
2026-06-18 2026-06-18-se-to-ai_infra-harness-11-adopt-report se → ai_infra outbox/ai_infra 2316773229f2
2026-06-20 2026-06-20-se-to-ai_infra-harness-12-13-14-adopt-report se → ai_infra outbox/ai_infra 7b8615b3291e
2026-06-20 2026-06-20-se-to-ai_infra-harness-15-adopt-report se → ai_infra outbox/ai_infra bb8fb6e803ae
2026-06-21 2026-06-21-se-to-ai_infra-harness-15-v2-adopt-report se → ai_infra outbox/ai_infra a749bb6bd1be
2026-06-29 2026-06-29-se-to-ai_infra-harness-16-mfe-report se → ai_infra outbox/ai_infra da768330fadc