[CLAUDE] Docs: S110 adopt H21 + model-tier-v3 — engine-đắt per-invocation (/fable-real|/fable-clone <vai> <đề-bài>, marker RETIRED) + spec-file 3-mục K.E + MTv3 lead owner-choice + triage-S5 env-dependent; WF wf_0c3b307f-a64 3-worker-Opus + invest/reviewer Fable PASS_WITH_FIXES 5M-fixed + email 01d9096e + 2 adap-report + STAGE-2 ×4

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

.claude/agents/README.md

@@ -15,7 +15,7 @@
 > **Upgrade S75 (2026-06-18 — Harness-11 engine bộ-nhớ-và-governance TỰ-BẢO-TRÌ adopt):** engine tự-DÒ toàn-diện (luôn tươi báo cờ) + AUTO chỉ semantic-null git-diff + **single-writer bar-KHÔNG-hạ (D9)** + đổi-luật owner-approve (D7). 🔑 Canonical → [`docs/governance/harness-11-engine.md`](../../docs/governance/harness-11-engine.md) (**KHÔNG copy luật ở đây — B1 dogfood**). Artifact MỚI: `scripts/governance-detectors.ps1` (C1 broken-pointer + C2/B3 staleness + C3 vocab-fork + C4 self-exclusion, NO-API DÒ+FLAG-only, **runtime-proven** bắt drift root CLAUDE.md mig53→55 + 0 self-match; số flag động → run-trace) + `scripts/memory-archive-gate.ps1` (PHẦN A hysteresis 0.85/keep-floor 5/2-strike/A7 NO-API L1-eval) + budget.json `archive_gate`. 3-tier D5(AUTO)/D6(DÒ+FLAG)/D7(owner-approve) + one-direction-lock D8 (canonical→derived) codify ở engine-doc. Cadence wired: D1 session-start §2.1.3 (chạy detector) · D2 session-end §L.b(c) (archive-gate). Áp qua workflow: audit `wf_7fdc3bd5-930` + implement `wf_c5e5844e-7c1` + review `wf_d7ca1ff8-942` + double-check `wf_a0b68d2f-30e`. adap-report `docs/governance/adap-reports/2026-06-18-Governance-harness-11.md`.
 > **Upgrade S79 (2026-06-20 — User-Mark H-12/13 canonical §P + Harness-14 Eval/Budget/Outcome adopt):** áp **canonical §P đầy-đủ** (P1-P10) khi anh gõ `/user-mark-active-high` "áp đầy-đủ chính-xác nhất theo AI_INFRA". Artifact: **4 lệnh** `.claude/commands/user-mark-{active-high,active,medium,disable}.md` (DACI report-before-stamp) + ledger `.claude/governance/ACTIVE-MARKS.md` (4 cấp Active-High/Active/Medium/Disable + display-filter) + `harness-11-engine.md §E` (cơ-chế P1-P10) **+§F** (Harness-14 3-mức maturity) + `rules.md §6.6` (objective-criteria: KHÔNG quy-mô-đội / KHÔNG thời-gian-tuổi) + session-start §2.1.4 / session-end §L.b(h) mark-display. **3 mark Active-High stamped** anh-confirm S79 (`RC-pqhuy1987-20-06-2026-10-29-09/10/11`). completeness-gate H-6→H-13 ĐẠT (H-8 11/11 inherit no-`[1m]`). 4 workflow: invest `wf_82337f7f-95c` + review `wf_a7cbe93e-912` + align-re-review `wf_9d3beebb-a95` + H14-review `wf_4d4eba6f-8a0`. ⚠️ restart CLI (lệnh/session no hot-reload). adap-report 3× (`…rc-signature` + `…harness-all-update` + `2026-06-20-Governance-harness-14`).
 > **Upgrade S93 (2026-06-29 — Harness-16 MFE adopt):** **memory-fidelity-EVAL** (đo nạp-vs-nhớ-vs-dùng bằng SỐ ĐO, KHÁC H6.7 `memoryDelta`-routing-fidelity). Artifact: `scripts/mfe-eval.ps1` (deterministic NO-API: LEAD coverage-FIT token-RANGE + age-band flag-not-cut + Goodhart-anchor strikes/RCA · SUB per-role coverage ĐO-THẬT prose-only→N/A · sub-workflow N/A) + `eval/mfe/` (seed sample-questions stable-id-anchored + README) + `memory-budget.json:mfe` config + engine **§H** + artifact-row. Judge recall/apply = **SCAFFOLD-only** (chờ age-maturity + independent-judge). Wire **opt-in** `session-start §2.1.6` + `session-end §L.b(c)` (param `eval`, no-param=như cũ). 🔴 **READS-not-writes** `token_governor` (owner-authority). C3 alias-map recorded §H (KHÔNG seed $aliasSets). 2-workflow: WF1 implement-investigate `wf_4c63e1bd-99e` + WF2 review `wf_13e3d35a-023` (3-lane PASS: code-gate denom-29-re-derived + cross-harness 0-conflict + honesty 5-floor). adap-report `2026-06-29-Governance-harness-16-mfe.md` + email AI_INFRA. ⚠️ restart CLI.
-> **Upgrade S107 (2026-07-10 — +office-document, 12th sub):** **+office-document (📄 Office document WRITE specialist)** — anh giao trực tiếp S107 ("Sub chính" mảng Office). Floor **OD1–OD10** (skill-first · 🔴 fidelity-to-template 100% · extract-không-bịa · round-trip verify · file-mới-không-đè-gốc · boundary-code ⟂ implementer-backend). Skill nạp: bộ 4 Office standalone (`docx`·`xlsx`·`pptx`·`pdf`) + `form-engine` (project). VALID_ROLES `hmw.js` 9→**10**. Use-case SE: extract spec Excel/Word anh gửi (Database NCC → Supplier Phase B khi unpark) · chuẩn hóa template 8 form placeholder · document deliverable · screenshot→docx #74 · verify render form-engine. ✅ **verified-runtime S107 CÙNG PHIÊN** — registry HOT-RELOAD agent MỚI giữa phiên (harness mới; S27 restart-lesson giữ cho EDIT agent hiện có, chưa re-verify) + spawn-test PASS (OD1 skill invoke · OD4 extract-honest — finding: 2 template `wwwroot/templates` **0 placeholder `{{field}}`**, mẫu blank "…………..", mapping ở render-engine hoặc chưa placeholder-hóa · OD5 round-trip 37KB VN-dấu · OD7 gốc nguyên vẹn).
+> **Upgrade S107 (2026-07-10 — +office-document, 12th sub):** **+office-document (📄 Office document WRITE specialist)** — anh giao trực tiếp S107 ("Sub chính" mảng Office). Floor **OD1–OD10** (skill-first · 🔴 fidelity-to-template 100% · extract-không-bịa · round-trip verify · file-mới-không-đè-gốc · boundary-code ⟂ implementer-backend). Skill nạp: bộ 4 Office standalone (`docx`·`xlsx`·`pptx`·`pdf`) + `form-engine` (project). VALID_ROLES `hmw.js` 9→**10**. Use-case SE: extract spec Excel/Word anh gửi (Database NCC → Supplier Phase B khi unpark) · chuẩn hóa template 8 form placeholder · document deliverable · screenshot→docx #74 · verify render form-engine. ✅ **verified-runtime S107 CÙNG PHIÊN** — registry HOT-RELOAD agent MỚI giữa phiên (harness mới; ⚠️ **ENV-DEPENDENT** — hub experiment 2026-07-11 NGƯỢC kết quả [0 notice + spawn not-found ×2] → KHÔNG fleet-generalize, restart = default an toàn; S27 restart-lesson giữ cho EDIT agent hiện có, chưa re-verify) + spawn-test PASS (OD1 skill invoke · OD4 extract-honest — finding: 2 template `wwwroot/templates` **0 placeholder `{{field}}`**, mẫu blank "…………..", mapping ở render-engine hoặc chưa placeholder-hóa · OD5 round-trip 37KB VN-dấu · OD7 gốc nguyên vẹn).
 
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@@ -261,3 +261,4 @@ Each agent `.claude/agent-memory/<name>/MEMORY.md` persistent diary. Spawn auto-
 ## ⚠️ CLI restart required
 Agent definition change (S39 split 4→7) → **anh main restart Claude Code CLI** để registry hot-reload (per S27 lesson — model:inherit + new agent files). Verify post-restart: spawn smoke test mỗi agent mới (investigator-api / implementer-frontend / test-specialist) confirm load OK.
 > **Cập nhật S107 (2026-07-10):** harness hiện tại **HOT-RELOAD agent file MỚI giữa phiên** (office-document tạo + spawn-test PASS cùng phiên, 0 restart). S27 lesson thu hẹp còn: **EDIT agent đang tồn tại** + command `.md` (chưa re-verify hot-reload) → restart vẫn là default an toàn cho 2 ca đó.
+> ⚠️ **ENV-DEPENDENT (S110 2026-07-11 — triage-reply S5 hub):** hub chạy CÙNG experiment ADD-agent-mới → kết quả NGƯỢC (0 system-notice + spawn "not found" ×2 qua turn-boundary) ⇒ hot-reload-ADD-mới KHÔNG fleet-proof, chỉ verified trên env SE tại S107; **restart = default an toàn MỌI ca** khi nghi ngờ.