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solution-erp/.claude/auto-memory/project_harness4_two_tier_model.md
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[CLAUDE] Docs: S152 closeout — bookend hình B trọn 2 đầu + owner (30)(31)(32) + queue memory-ops TRỌN (squash 20 wal:) 
- Owner 3-quyết: (30) JUMP để-nguyên-theo-nhịp · (31) 4 persona +NEVER-block (restart ĐÃ THOẢ) · (32) vòng 1→5 AUTO — lô consent gỡ 9 site (5 H1 + ring1-tự-bắt + 3 trio; E-013 EXT)
- Memory-ops TRỌN: A1-A4/D1/D2/R1/B-series — A7 392/392 · mfe 20/20-100% lần đầu · lead-gap drain 24.728→16.485B · strike-ledger + WARN-latch (-Ack = owner-action)
- V4 sleep AUTO đầu: 1 shard thật/16 KÊU · ring4 đầu-đời TRƯỢT-4/5 → 4 fix gist (scribe sub-ring4-close vì return-only)
- Thư model re-stamp: 59ce1d0f → 9c909007 published (G-024a) — adap-report Đính-chính @S152 + sweep 13 bề-mặt LIVE
- Bookend @close: stale 6 FLAG + gap 2 FLAG → vá 8/8; ring2 8/8 ĐẠT (4-A pin-bản-cắt → slot 33) · ring1 48Đ/5T/59-claim
- M9 13 đơn-vị diary (3 S151-deep hồi-tố) · #53 ×10-chắc → tally 60-cận-dưới + errata subject-1b85713
- Session-log 2 run= + completeness-gate 5-vòng ĐẠT · HANDOFF segment S152 (carry 3-đóng/3-mới/23-giữ; slot 33/34)

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-26 01:58:30 +07:00

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name, description, metadata
name description metadata
project-harness4-two-tier-model Model-tier evolution — H4 two-tier (S57) → H8 all-inherit (S66) → **worker-tier-pin S124**: 14/14 sub = model:opus+effort:max, lead=frontier owner-choice/phiên, Fable qua /fable-real. Restart-needed cho frontmatter (hot-reload ENV-DEPENDENT).
node_type type originSessionId modified
memory project 9ea74cdf-642a-4c4e-9ddc-04a23413a86a 2026-07-25T18:39:23.400Z

Model-tier hiện-hành (S124, 2026-07-15 owner-decision) = WORKER-TIER-PIN:

  • 14/14 sub-agent frontmatter = model: opus + effort: max (worker-tier gán-cứng, KHÔNG còn inherit). Lý-do owner: CICD hay rớt, cần Opus MAX mới chạy tốt.
  • Lead = frontier-class owner-choice mỗi phiên {Fable 5 (1M) Max | Opus 4.8 (1M) Max} qua /model (BƯỚC 0.6 probe).
  • Fable cho 1 vai = owner gõ /fable-real <vai> (single-top-model) HOẶC /model chọn lead=Fable tay.
  • ✅ H23-precedence ĐÃ ĐO 2026-07-16 S126 (phiên đầu sau restart; lead=Fable vô-tình làm control sạch): spawn tier:'fable' trên reviewer (pin opus) → resolved claude-fable-5 = SPAWN-PARAM THẮNG hard-pin ⇒ /fable-real SỐNG, không re-pin. Lane no-tier → claude-opus-4-8 DÙ lead=Fable ⇒ pin ăn runtime, không inherit-lead. Chi-tiết → h23-spawn-precedence-result.
  • hmw.js resolveModel: role-có-frontmatter → undefined → frontmatter opus tự lo (worker-tier) · role-less → inherit lead · per-task tier:'opus'|'fable' escape-hatch.

Lineage (lịch-sử, đã superseded):

  • H4 two-tier (S57 2026-06-10): lead Fable · 4 promote-inherit (reviewer/inv-cb/database/harvest) · 7 demote-pin Opus. Adap-report 2026-06-10-...harness-4-model-tier-promotion.md.
  • H8 all-inherit (S66 2026-06-16): mọi sub model: inherit = ăn top-tier lead. Thay two-tier.
  • S124 worker-tier-pin: align floor erratum-h8 (all-inherit model-vế superseded → sub=worker-tier gán-cứng). Adap-report 2026-07-15-...erratum-h8-...md.

🔴 Runtime-verification lessons (GIỮ — vẫn đúng):

  1. Restart-CLI cho EDIT frontmatter agent ĐANG TỒN TẠI + command .md — CCD registry cache lúc session-start, KHÔNG fresh-read mỗi spawn (proved 2× 06-10 vs 06-11). ⚠️ THU HẸP S107: agent file MỚI = hot-reload giữa phiên OK (office-document 12th sub VERIFIED-RUNTIME 0-restart). ⚠️ ENV-DEPENDENT S110: hub chạy cùng experiment → NGƯỢC kết quả ⇒ KHÔNG fleet-generalize; nghi ngờ → restart. S124 change = EDIT-existing 14 file ⇒ CẦN RESTART.
  2. gotcha #37: pin full-id claude-opus-4-8 KHÔNG suffix [1m]; alias opus trong frontmatter/hmw hợp-lệ.
  3. Demote-quality watch: verdict-quality giảm rõ → adap-request. (Nay all-opus nên n/a; watch CICD-monitor sau S124.)

Liên quan: feedback-harness-123-adoption · feedback-high-to-max-multiagent-quality · feedback-workflow-fanout-reliability

🔄 VALUE-update @S151 (2026-07-25): idiom "lead = owner-choice per-session {Fable|Opus 4.8}" (MTv3 S110→S124) THÔI DÙNG theo thư hub 9c909007 @S149 (re-stamp 07-25 G-024a; pre 59ce1d0f) — default MỌI vị trí kể cả lead = Opus 5 MAX; model cao hơn = anh /model đầu phiên hoặc per-invocation /fable-real (quyền tuyệt đối, 0 caveat). CẤU TRÚC giữ (worker-tier-pin S124 · outage-reflex H5 · engine-đắt H21). Sweep 8 site idiom @S151 (stale-deep FLAG-4): hmw.js:68 · agents/README ×3 · ultra-on · fable-real · fable-clone · file này.