[CLAUDE] Docs: S108 closeout — STATUS/HANDOFF mega-line + session log + 2 monitor @S108 (H1 ALL-PASS +1-propose-LOW applied [runbook-pointer 2 entry-point] + H2 GATE PASS 5/5 md5-4/4 mojibake-0/12) + user-memory workflow-fanout +S108

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

.claude/agent-memory/harvest-curator/MEMORY.md

@@ -47,3 +47,4 @@ H2 harvest-MD-integrity auditor **SOLUTION_ERP-self**. Read-only + **propose-onl
 - **2026-07-07 (S105 @close GATE — self-write diary, tránh lặp S104 blind-spot):** GATE **PASS 5/5 trục**. Coverage 3/3 spawn + 1 resume: tooling S105 self-entry L1 · harvest 2 entry on-behalf (S104-retro + S105-start, diff +2) · investigator BVAAU on-behalf (+1, garble-#53 lần-7 SendMessage-resume documented in-entry) — đủ 4-field, đúng nhà cả 3. Corruption: 0-byte 0/11 · tail 0a 11/11 · U+FFFD L1 0/11 + archive tooling HEAD=0/now=0. **Moved-not-cut VERIFIED byte-level** (tooling self-compact 19380→16305B): S99/S100 md5 MATCH · S101 @closeout cmp IDENTICAL 1580B=1580B · S98-drop lossless (superset frozen @HEAD archive: mEGqlNWc/s98-start/HẬU-monthly 3/3 hit). Fidelity spot: skills/README:20 stale-claim TRUE (HEAD "Mig 61/S98" → now "Mig 62/S104" em-main flushed). C5: runs/ 14 folder toàn 06-18, 0 July, mode-A by-design. Method-new: **verbatim-compare PHẢI anchor substring entry-unique — grep "(S101 @" head-1 bắt nhầm S101-@start (còn sống L1) thay @closeout → false-DIFF; anchor "(S101 @closeout CHỐT" mới đúng cặp.** Minor cosmetic: archive note "2 entry moved" thực 3 (S101 marker riêng) — 0 mất data. Chore: inv-cb 17229B chớm qua 17.1K · impl-be 23955B idle. Tag `[s105-close-gate, 5truc-pass, moved-not-cut-bytelevel, grep-anchor-trap]`.
 - **2026-07-10 (S107 @start RE-REPORT — self-write diary):** Model `claude-fable-5` (Fable VỀ flip-8). Verdict 🟢 **ALL-CLEAN 5/5 trục + 0/14 orphan-run** — đối tượng = S106 micro-session 7-file uncommitted (3 memory + 4 docs). **Moved-not-cut VERIFIED md5 3/3** (tooling self-compact S106: S102 `1760f27a` · S103 `a6c8c75f` · S104 `e12e5377` — anchor `(S10x @start RE-REPORT` đúng 1-hit HEAD-L1 + 1-hit archive + 0-hit L1-now; arithmetic ~8.0KB moved khớp 17316→14867 + ~5.6K added). Coverage: mtime-scan khớp porcelain đúng 3 file post-closeout `41f8061` (17:26-17:29 07-07; harvest +1 = entry S106 mình tự-ghi · tooling L1+archive), 0 hidden delta (`.mfe-state.json` = gitignored:124 by-design). Fidelity cross-check MẠNH: claims trong tooling-S106-entry khớp docs-diff thật (STATUS:27 hoist #488 `ChSNAJBK`/`Bn2w1znH` + :24 S106-O flip-7 + 3 derived de-enumerate→canonical per anh-confirm) = record khớp việc-thật. Corruption: 0-byte 0 (10 `.gitkeep` by-design) · tail 11/11 L1 + archive `0a` · U+FFFD 0 L1 + 0 file-changed (4 hit = 2 archive 2026-06 quoted-cũ known). Cosmetic ×2, 0 data-loss: archive header "hook 19.7KB" không reconstruct được (HEAD 17.3K / pre-compact ~22.4K) · entry S106 chèn TRƯỚC S105@close trong diary mình (order lệch, có date nên grep OK — từ nay append CUỐI file). Propose: commit 3 memory-file vào bundle đầu S107. Tag `[s107-start, moved-not-cut-md5-3of3, all-clean, fable-flip-8]`.
 - **2026-07-10 (S107 @end GATE — self-write, resume in-session):** GATE **PASS 5/5 trục**. Coverage 4/4 spawn-record committed (tooling @start `1eea51b` [@end in-flight song-song] · harvest @start · cicd #489 · office-document entry-đầu 3323B `86a34d5` — 12th sub, 4-field đủ, fidelity khớp commit-sequence "pending CLI-restart"→"hot-reload ĂN THẬT" + 2 claim lớn em-main cross-verified độc-lập). +31B trên L1 mình = `21387cd` baseline 11→12 folder (em-main wire hợp lệ, entries nguyên). C5: runs/ = 14 dir 06-18 + 2 FILE (README/_ledger frozen) — `ls`-16 ≠ 16-folder, 0 folder mới = Agent-tool-only by-design. 0-byte 0/toàn-tree · tail 12/12 `0a` · U+FFFD 0 L1. Method-#5 trap lần 4 (filter nuốt `+-` bullet) — caught in-flight. **Self-compact phiên sau: move S98→S101 (4 entry đầu Recent, ~5.4KB) → archive/2026-07.md MỚI + md5-verify moved-not-cut** (L1 18.9→~13.5KB). Tag `[s107-end-gate, pass-5truc, od-12th-seed-verified]`.
+- **2026-07-10 (S108 GATE — self-write, resume lần 2):** GATE **PASS 5/5**. Coverage 3/3 (inv-cb + reviewer on-behalf `69957fd` engine-label GAP-2 `[engine: fable-real-single · Fable-S108]` đúng format-đầu-tiên · cicd #491 tự-ghi `5d13b48`) + 4 worker role-less 0-folder đúng chuẩn. Fidelity: verdict khớp gốc (invest PARTIAL 103/111 · reviewer FAIL 1C/4M); 2 entry độc-lập cùng kể honesty-trap hmw.js:31 khớp commit-fix. **Moved-not-cut md5 4/4:** cicd #489 `25633942` / #488 `d8539bb2` (curate-note "content-exact" PROVEN, L1 giữ italic-digest + _INDEX +2 pointer) + tooling-S107close S105@start `c7a9e745` moved, S105@closeout+S107@start KEPT (backstop idempotent). Mojibake-sig (FFFD/â€/Ä‘/á) 0/12 python-write sạch · 0-byte 0 · tail 12/12 `0a` · C5: 14 dir + 2 file, 0 folder mới = wf_2f85b3f6 mode-A by-design. Method: anchor multi-hit cross-ref (5 dòng "#489" L1) → md5 PHẢI thu về dòng run-record duy-nhất `**🟢 S107 #489 (rn`. Self-compact proposal ĐỨNG phiên sau. Tag `[s108-gate, pass-5truc, engine-label-first, md5-4of4]`.

.claude/agent-memory/tooling-auditor/MEMORY.md

@@ -46,3 +46,4 @@ H1 tooling-freshness auditor **SOLUTION_ERP-self**. Read-only + **propose-only**
 - **2026-07-07 (S106 @start RE-REPORT — ①②③ PASS, ④ 2-FLAG [1 bundle-hash-live-stale MED + 1 model-note-flip LOW]; FABLE OUTAGE lại → flip-7 Opus, inherit-chain data-point #10 DIVERGENT):** HEAD **`41f8061`** (KHÔNG phải S105-closeout `0f16c00` như brief-baseline gợi — **2 commit SAU closeout: `54a2c72` S105-harvest + `41f8061` S105-refine-all**; `git show --stat` cả 2 = **memory/docs-only, 0 skill/agent/plugin/product** → ①②③ baseline vẫn == S105-end; ⚠️ `41f8061` touch CHÍNH diary tao +2 dòng → in-context copy tao STALE-dài, disk-file thật = 48 dòng compacted). tree CLEAN. **Model: spawn self-report `claude-opus-4-8`** (brief env-confirm) = Fable OUTAGE (chuỗi S98F→S101O→S102F→S103O→S104O→**S105F→S106O**, flip-**7**, per-session probe tái-xác-nhận — "Fable VỀ S105" = point-in-time KHÔNG steady-state, đúng lesson S101). ①SKILL PASS 6+23+16 identical; last-touch skills/ = `0f16c00` **S105** (skills/README:20 flush Mig62 ✓ LANDED-verified); ef-core SKILL `:3`/`:19`/`:84`-row-62/`:86` "Mig 51-62"/§16+ 27-62 tất khớp Mig 62 disk; residual-sweep Mig-61-straggler = **1 hit `:82` = valid xref** (Mig 60 "xem Mig 61" — KHÔNG stale). ②ROSTER PASS 11 file(−README)=11=11, **11/11 `model: inherit`** line-5 (grep-verified), README header "11-agent"/"11 sub", VALID_ROLES 9 product-by-design; last-touch agents/ = `0f16c00` S105 docs-flush, 0 agent THÊM/XÓA. ③PLUGIN PASS **18/15/3** (3 disabled pr-review-toolkit/code-modernization/hookify, settings:17-35) + marketplace 35 + xhigh + `claude-fable-5[1m]`:11 identical, 0 new-alloc. ④DOCS 2-FLAG: 🔴 **(D-BUNDLE MED, on-behalf APPEND — đây LÀ bundle-hash-question brief hỏi):** `STATUS:27` "**Bundle hash live (prod):** admin `mEGqlNWc`/user `Dnrp4PU1` **Run #484**" = **STALE 4-run** — cicd MEMORY:55+:73 authoritative = live thật **`ChSNAJBK`/`Bn2w1znH` Run #488 Mig 62** (S104-ship, rotate-real-src `mEGqlNWc`→#488, marker `officeAddress`/`legalRepresentative` grep-HIT prod-verified). ⚠️ **NUANCE: STATUS:14 [Mig row] ĐÃ carry đúng `ChSNAJBK`/`Bn2w1znH` #488** → data tồn tại in-doc, chỉ **con-trỏ "live" chuyên-dụng :27 thiếu-hoist** (1 deploy-chain behind). → em-main hoist :27 lên #488 hashes + prepend prev-chain (giữ #484 làm history). 🔴 **(D-MODEL LOW, on-behalf APPEND):** 3 model-note (STATUS:24 · agents/README:3 · session-start:37 BƯỚC 0.6) + trailer session-end:113 tất carry **S105-Fable = latest** nhưng phiên này **S106-Opus** → stale-by-one-flip (KHÔNG drift-sai: đúng-tại-S105 + note-self "per-session KHÔNG steady-state"; chỉ thiếu data-point S106-O). Brief đã lường "flip-churn inherent BƯỚC-0.6 probe mỗi phiên" → đề xuất APPEND S106-O caveat SAU em-main confirm lead-runtime (G-015 1-spawn probe, chưa xác nhận sub khác). ⚠️ **Cân-nhắc CADENCE (không tự-quyết): model-note-flush mỗi flip = churn 7-lần/8-phiên** — có thể đề xuất anh: giữ chain-tóm-tắt 1 dòng + "runtime probe mỗi phiên KHÔNG steady-state" thay vì append-từng-flip (giảm derived-touch). Counts khớp disk: Mig 62 · gotcha 79 (grep `^### N.`) · menu 54 (`MenuKeys.cs` const) · 89 bảng (STATUS:15 đúng — Mig 62 = 18 AddColumn/0 CreateTable count-invariant, cicd:73 sys.tables=89 confirm) · test 440. ERD-range root CLAUDE:131 "32-61" + docs/CLAUDE:70 "27-61" chưa nới→62 (SKILL:86 đã) = known-ERD-debt LOW carry (KHÔNG new). **Method S106:** (a) **ĐỪNG tin brief-baseline HEAD** — `git log` disk thật bắt 2 post-closeout commit brief bỏ sót → luôn re-ground HEAD + `git show --stat` mỗi commit-mới; (b) bundle-hash "live" phải triangulate cicd-MEMORY (provenance giàu nhất Run#+sha+rotate+marker) KHÔNG tin STATUS-line đơn-độc — STATUS:14 vs :27 lệch nhau = 2-source-trong-cùng-doc cũng cần cross-check. Tag `[s106-start, 4-mat, flip-7-opus, data-point-10-divergent, d-bundle-live-stale-run484, d-model-note-flip, head-past-closeout-2commit]`.
 - **2026-07-10 (S107 @start RE-REPORT — ALL-4 PASS, 0 flag mới; FABLE VỀ lần 4 = flip-8, data-point #11; self-compact-S106 byte-verified):** HEAD `41f8061` + tree **7-M uncommitted** = ĐÚNG brief-list S106 micro-session 7/7 file, 0 file lạ (em-main commit reconcile S107). **Model: spawn self-report `claude-fable-5`** (chuỗi …S105F→S106O→**S107F**, flip-8). ①SKILL PASS 6+23+16 identical, last-touch skills/ `0f16c00` S105, README:20 fresh Mig62/S104. ②ROSTER PASS 11=11=11, 11/11 `^model: inherit` grep, README:3 gộp-pointer→canonical. ③PLUGIN PASS 18/15/3 + m35 + xhigh + fable[1m]:11 identical, 0 new-alloc. ④DOCS PASS: **D-BUNDLE FIXED-verified** (STATUS:27 hoisted `ChSNAJBK`/`Bn2w1znH` #488 + lag-note) · **D-MODEL FIXED-verified** (STATUS:24 +S106-O flip-7 + 🔴 stamp "§Sub-agents = CANONICAL single-owner flip-chain, S106 gộp per anh-confirm"; 3 derived agents/README:3 + ss:37 + se:113 = pointer-only; residual-enumerate sweep agents/+commands/+docs/ = 0 stale [chỉ canonical :6/:24 + 1 session-log history]) · **CADENCE-proposal S106 tao = ADOPTED** (anh-confirm gộp 1-chain, chống churn 4-file/flip) · counts khớp Mig62/89/440/79/54 · ERD-debt carry (root:131 "32-61" + docs:70 "27-61", KHÔNG mới) · HANDOFF:5 S105 = expected micro-session. **Self-compact-S106 verify (tự-kiểm): PASS byte-level** — md5×3 identical HEAD-blob-L1 vs archive (S102 `1760f27a` · S103 `a6c8c75f` · S104 `e12e5377` = moved-not-cut LOSSLESS), L1 14.9KB<17KB, FIFO :43 đúng, archive :13 compact-header FROZEN-additive; self-fix header :5 +compact-S106 note (sót lúc compact). Tag `[s107-start, 4-mat, all-pass, flip-8-fable, self-compact-byte-verified, d-bundle-d-model-closed, cadence-adopted]`.
 - **2026-07-10 (S107 @end CHỐT — ①③ PASS · ② PASS-DELTA roster 12 · ④ 1-FLAG D-BUNDLE lặp; new-alloc PASS; residual 0-sót):** HEAD `86a34d5` tree CLEAN (7-M S106 committed `1eea51b`). ② 11→**12** +office-document 📄 OD1-OD10 `model: inherit`:5, 3 commit `1eea51b/21387cd/86a34d5` — **VERIFIED-RUNTIME CÙNG-PHIÊN** (registry hot-reload agent-MỚI; S27 lesson thu-hẹp còn EDIT-agent/command). **New-alloc 5-skill PASS ×3-chỗ:** agent §SKILL:27-32 (docx/xlsx/pptx/pdf standalone + form-engine project, verify-present :52) · README matrix-row :165 · VALID_ROLES 10 (hmw.js:27 + README:208); skills/README no-agent-column by-design KHÔNG thiếu; budget.json:132 seeded 3323B. **Residual-grep độc-lập 0-sót:** live-claims đều 12/10 (README:3/:24/:217 · STATUS:24/:39 · ss:56 · se:83); hits còn = history-valid (README:12/:16 upgrade-log S66/S79 · ACTIVE-MARKS:15/:18 stamped-S79 FROZEN · README:247 S38-snapshot); STATUS:112 “11/11 có tools:” = point-in-time S100, OD có tools → invariant giữ (INFO). Wire = `git show 21387cd --stat` đúng 14-file. 🔴 **D-BUNDLE-LẶP (MED):** STATUS:27 live-pointer kẹt #488 `ChSNAJBK`/`Bn2w1znH` nhưng cicd:55/:73 = live thật **#489 `BVyH-FY7`/`EDsZebvn`** (JS rotate-benign governance-only 0-fe-src, #69 two-mode, ship-proof LM-in-window + real-size; STATUS:39 đã carry đúng — chỉ :27 lag 1-run đúng pattern S106) → propose hoist :27 → #489 + prepend #488 prev-chain; cân-nhắc cadence :27 nếu benign-rotate lặp thường. Diary: :17 em-main flushed 12-sub ✓ · self-fix :18 14→16 cmd · compact S101@start→archive md5 `12612234` ✓. Tag `[s107-end, roster-12, new-alloc-pass, d-bundle-489-repeat, residual-0]`.
+- **2026-07-10 (S108 @end CHỐT — ①②③ 0-đổi PASS · ④ PASS; marker-not-committed ✓; 1 propose LOW):** HEAD `5d13b48` CLEAN; 3 commit S108 scope-verified 0 skills/agents (roster 12 giữ, new-alloc 0, plugin 18/15/3). ④ +`fable-real-runbook.md` 60,586B — engine:334 ĐÃ trỏ runbook+first-real-run (KHÔNG cần +pointer engine) · K.C:328 "10 vai +OD" đúng · adap-request + email `8d14405f` + _index đều in-commit `69957fd` · hmw:30-34 comment-only per-session-probe (:35 logic giữ). **Marker ON 261B + `check-ignore`→.gitignore:92 + ls-files 0-hit = KHÔNG committed.** D-BUNDLE S107 CLOSED-verified: STATUS:27 hoisted #489 `BVyH-FY7`/`EDsZebvn`; #490/#491 frozen-streak → :27 vẫn đúng. 🟡 Propose LOW: `fable-real.md` + ss BƯỚC-0.5b = 0-hit runbook → +1 dòng pointer mỗi chỗ (entry-point thao tác). Tag `[s108-end, marker-ignored, d-bundle-closed, runbook-ptr-propose]`.

.claude/commands/fable-real.md

@@ -6,6 +6,7 @@ argument-hint: (trống = bật thật-mode · hoặc kèm task phán-quyết đ
 # /fable-real — BẬT Fable-real (thật / single top-model) cho 2 vị-trí phán-quyết (H19)
 
 > Cặp **`/fable-clone`**. 🔴 restart Claude Code sau khi tạo/sửa (command `.md` no hot-reload).
+> 📘 **Runbook vận hành** (hàm/biến/checklist 2 lane × 2 mode + AC 8-tiêu-chí + anti-patterns): [`docs/governance/fable-real-runbook.md`](../../docs/governance/fable-real-runbook.md) (S108 — first-real-run dogfooded).
 > **Adopt H19 (S101, 2026-07-03)** — floor-change model-tier, RC-stamp `RC-pqhuy1987-03-07-2026-17-46-35` (`ACTIVE-MARKS.md`). Gõ lệnh = **anh CONSENT** cho 2 vị-trí phán-quyết chạm **top-model chế-độ THẬT** (single deep run) — KHÔNG tự-động, CHỈ khi anh gõ (H19 §4/§9 point-2).
 > **Mode persist qua marker:** `/fable-real` → em main tạo `.claude/fable-real-mode.on` (Write) → SỐNG qua session/compact. `/fable-clone` xóa (về ảo mặc-định). marker = source-of-truth · **gitignored** (KHÔNG commit — tránh thật-mode kẹt-ON khi clone = burn quota top-model).
 

.claude/commands/session-start.md

@@ -30,7 +30,7 @@ Em main đọc `.claude/fable-real-mode.on` → **BÁO ngay** (mode phán-quyế
 - **Marker TỒN TẠI** → **🔴 Fable-real mode = ON** — 2 vị-trí phán-quyết chạy SINGLE top-model THẬT (deep pass). `/fable-clone` về ảo-ensemble.
 - **Marker KHÔNG có** → **🟢 Fable-clone mode (MẶC-ĐỊNH, ảo)** — 2 vị-trí chạy ensemble tier-2 (N lane CÙNG vai + em-main synthesize) khi heavy-judgment. `/fable-real` bật thật.
 
-> 🚦 **H19 §3 scope:** mode CHỈ đổi model 2 vị-trí phán-quyết (reviewer=cổng-cuối · investigator-codebase=ground-truth) — **lead + mọi vai khác KHÔNG đụng**. Đổi mode = quyền anh gõ lệnh (KHÔNG auto/số-dư). ⚠️ **Vacuously-inert dưới all-inherit + Fable-outage** (2 vị-trí đã top-model) → báo-mode để future-proof + nhắc anh khi Fable về + phân-tầng. (Reader này đóng gap WF2-Lane-A "marker write-only": marker giờ có consumer.)
+> 🚦 **H19 §3 scope:** mode CHỈ đổi model 2 vị-trí phán-quyết (reviewer=cổng-cuối · investigator-codebase=ground-truth) — **lead + mọi vai khác KHÔNG đụng**. Đổi mode = quyền anh gõ lệnh (KHÔNG auto/số-dư). ⚠️ **Vacuously-inert dưới all-inherit + Fable-outage** (2 vị-trí đã top-model) → báo-mode để future-proof + nhắc anh khi Fable về + phân-tầng. (Reader này đóng gap WF2-Lane-A "marker write-only": marker giờ có consumer.) **Runbook thao-tác 2 lane (hàm/biến/checklist) →** `docs/governance/fable-real-runbook.md` (S108).
 
 ## 📋 BƯỚC 0.6 — Model-availability check (H5 — adopt S63)
 

docs/changelog/sessions/2026-07-10-S108-fable-real-first-run-runbook.md

@@ -0,0 +1,51 @@
+# Session S108 — 2026-07-10 — Fable-real FIRST-REAL-RUN + runbook 60KB + email-chain AI_INFRA
+
+> **Type:** governance/docs-only — 0 prod-code (hmw.js đổi COMMENT-only). **HMW-ON + fable-real-ON** (anh gõ `/fable-real` trong lệnh đầu phiên).
+> **Lead runtime:** Fable 5 (S107→S108 liên tục, cùng conversation). 4 commit: `69957fd` → `f1af05c` → `5d13b48` → closeout.
+> **Lệnh anh:** check-email AI_INFRA + adap-apply/request/report + send-email · "Fable-real invest và review plan cụ thể hàm/biến/checklist → ra File" · "ultra-on fan-out đám Opus 4.8 MAX xử lý" · "/fable-real review check lại".
+
+## 1. Email-chain AI_INFRA
+
+- **STAGE 1:** 0 thư mới (9/9 outbox→se processed ≤07-04). `/adap-apply` n/a · `/adap-report` n/a-no-new.
+- **`/adap-request` MỚI:** [2026-07-10-se-registry-hot-reload-new-agent.md](../../governance/adap-requests/2026-07-10-se-registry-hot-reload-new-agent.md) — finding S107 hot-reload agent-MỚI (classify: infra), bảng verified-vs-chưa (ADD ✅ n=1 / EDIT ❓ / command-body ❓), đề nghị AI_INFRA verify n=2 + broadcast thu hẹp S27-lesson fleet.
+- **`/send-email`:** `2026-07-10-se-to-ai_infra-s107-office-document-hotreload-fable-real-first-run` — sha `8d14405f…` **selftest-6c MATCH** (2-bước Write-PENDING→compute→fill→recompute, chống lệch), `_index` +1 row. 6 mục: 0-new ack · roster-12 · hot-reload · #53 data-point · first-real-run kết quả · runtime-note.
+
+## 2. Runbook `docs/governance/fable-real-runbook.md` (~60KB — deliverable chính)
+
+Cấu trúc: §1 dùng-nhanh-5-phút · §2 wiring (marker lifecycle semantic-INVERSE + **bảng 12 biến hệ thống** TÊN·KIỂU·NGUỒN + việc→hàm + **3 GAP-guard dạng RULE thi hành** + decision-matrix real/clone + tương-tác 2-marker) · §3 lane investigator-codebase (8 biến + spawn-template chống-#53 + JSON hmw thật + checklist 12 mục evidence-form + H5 per-run) · §4 lane reviewer (6-category + Smart-Friend + ranh giới 2-trục vs invest + checklist 12) · §5 PRE-FLIGHT/PER-RUN/POST-RUN + **AC 8 tiêu-chí đo được** + dogfood-form (đã điền kết quả first-run) + 8 anti-patterns (AP-1..8).
+
+**Pipeline sinh:** 4 worker Opus 4.8 tier-2 role-less (Workflow `wf_2f85b3f6-3dc`, **4/4 done 0-empty** ~514K tok, schema-NHỎ 3-field) → em-main assemble + 6 stale-fix đợt-1 → 2-judge Fable review → 37/37 fix đợt-2.
+
+**2 bẫy Workflow-tool tự-fix (→ user-memory `feedback_workflow_fanout_reliability` +S108):**
+1. `args` đến script dạng **JSON-STRING** → `args.taskList.map` undefined → parse-guard `typeof args==='string' ? JSON.parse(args) : args` + resume (0 mất — fail trước khi agent nào chạy).
+2. `tier:'opus'` = convention **hmw.js-only** — Workflow generic dùng `model:'opus'` trong agent() opts; không sửa thì 4 worker inherit **Fable** (sai ý "đám Opus xử lý").
+
+## 3. FIRST-REAL-RUN H19 (dogfood — đóng honest-note engine §K:334)
+
+- Marker ON (`git check-ignore` ✓ `.gitignore:92`) — **lần bật THẬT đầu tiên**, đúng ngày Fable UP → real = single-Fable trọn nghĩa (hết vacuously-met).
+- **2 judge SINGLE-FABLE song song 2-đầu-khác-trục** (theo đúng template §3.2/§4.2 của chính runbook — dogfood đúng nghĩa):
+  - 🟦 **invest PARTIAL 103/111 cite-exact** (~111 anchor): **bắt trúng bẫy honesty em cài** (email claim "đã sửa hmw.js:31" khi disk chưa sửa) · 7 cite off-by-1/2 (systematic quanh code-fence) · 1 **meta-drift 2-tầng** (drift-note runbook:123 "engine còn 9 vai" tự-stale vì em vá engine:328 → 10 vai SONG SONG lúc worker draft).
+  - 🟥 **reviewer FAIL** (Smart-Friend không nể dogfood): 1 CRITICAL (email fact) + 4 MAJOR (M1 2-stale-claim sót · **M2 clone-example thiếu `tier:'opus'` = leak N×Fable trái K.D floor-2 khi Fable UP** · M3 AP-4 wording tự-toggle trái K.D-2 · M4 drift-note) + 6 minor; **core SOUND** (7 refutation-probe: JSON-shape khớp hmw từng field, marker-evidence đứng, AC đo được).
+  - 2 judge **khớp chéo** C1/M4/cite-lệch = cross-validation 2-trục hoạt động; **0 garble 2/2** (VERDICT-header dòng-1).
+- **Fix:** 37/37 python-applied + vá `hmw.js:30-33` comment THẬT (per-session-probe wording — lesson: comment stale làm 2/4 worker đọc sai runtime) + engine **H20 đủ-tầng** (§K.C:328 "9→10 vai" · §K:334 "designed+**dogfooded** first-real-run S108" · K.D:332 S108-note "vacuously-met hết còn thường-trực") + form dogfood điền → **AC 8/8**.
+- **Harvest GAP-2/3 lần đầu áp thật:** 2 entry on-behalf `[engine: fable-real-single · Fable-S108]` (1/vai, em-main single-writer).
+
+## 4. cicd Run #491 (`69957fd`) — PASS
+
+Gate 440 · deploy 5m06s · bundle **FROZEN** `BVyH-FY7`/`EDsZebvn` (**#69 frozen-streak ×2** #490→#491 sau rotate-#489 — cùng ngày cùng 0-fe-src: LM-in-window + real-size = ship-signal duy nhất, hash vô nghĩa cả 2 chiều) · Mig 62/89 frozen · smoke 200×3 · **path-filter verified 2 chiều** (`f1af05c` .md-only 0-run). STATUS:27 không cần hoist (hash giữ).
+
+## 5. Closeout
+
+- **§L.a 0 AS-hit** · guard #53: **0-garble 7/7** (4 worker schema-NHỎ + 2 judge header + cicd) — cộng dồn S107-S108 = 13/14 sạch, mitigation regime (schema-nhỏ + VERDICT-header + RETURN-format) coi như HELD-mạnh.
+- **Spot-check (i) 4/4 PASS:** sha email recompute độc lập khớp · bundle-curl FROZEN đúng claim #491 · runbook grep 9×tier-opus + 0 stale-claim · engine 10-vai.
+- A7 **228/228** · archive-gate 0-over-cap · budget-table: hotload 321.7KB → [80.4K..107.2K] tok / headroom 272.8K / target 0-OFF · 🌙 sleep 8d (INFORM ×3, chờ anh).
+- Chore-carry phiên sau: harvest-curator ~19.4KB + cicd ~20.9KB self-compact · watch AI_INFRA phản hồi adap-request.
+- Marks: 5 Active-High, n-a quyết-định mới (runbook = derived "cách bấm nút" dưới RC H19 sẵn).
+- **Workflow-worker memoryDelta (role-less, hấp thụ tại đây):** W-A/B/C/D đều 4-field clean; learned chung = đọc persona thật trước khi viết checklist (khớp floor từng vai); surprise chung = engine/hmw comment stale nhiều chỗ hơn dự kiến (đã vá 3 điểm).
+
+## 6. State cuối phiên
+
+**Mig 62 · 89 bảng · 440 test · gotcha 79 · menu 54 · Sub-agents 12 · VALID_ROLES 10 · bundle `BVyH-FY7`/`EDsZebvn` (#491 frozen) · RAG ~2435.**
+
+🔴 **Marker fable-real VẪN ON** — anh gõ `/fable-clone` khi muốn về ảo-default (em không tự toggle — AP-4/K.D-2).
+**Carry NEXT anh:** PE số-phiếu+user · BVAAU ×3 · sleep-recovery consent · Supplier Phase B PARKED.