[CLAUDE] Memory: S105 harvest — H2 retro-append ×2 (self-record blind-spot S104) + investigator BVAAU RCA record (#53 lần-7 → SendMessage-resume) + 2 monitor closeout self-append

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

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

@@ -2,7 +2,7 @@
 
 > **Persistent diary cross-session.** Auto-injected first ~200 lines at spawn (L1 HOT).
 > Update BEFORE every stop. Tiered Memory v1: L1 HOT (hook hard-limit <17KB) · L2 `archive/2026-06.md` verbatim on-demand · L3 RAG `search_memory`. Keep entry ≤ 1.5K chars.
-> **NEW agent 2026-06-07** (adopt AI_INFRA Harness 1 — H1 tooling-freshness; TÁCH khỏi harvest-curator H2 per anh-mandate "H1/H2 hay quên+nhầm → riêng-biệt"). Compacted S99 2026-07-02 (19.6KB→~9KB, 12 entry 06-xx → archive NGUYÊN VĂN).
+> **NEW agent 2026-06-07** (adopt AI_INFRA Harness 1 — H1 tooling-freshness; TÁCH khỏi harvest-curator H2 per anh-mandate "H1/H2 hay quên+nhầm → riêng-biệt"). Compacted S99 2026-07-02 (19.6KB→~9KB, 12 entry 06-xx → archive NGUYÊN VĂN) · S105 2026-07-07 (19.4→~16KB, S98-S100 → `archive/2026-07.md`).
 
 ---
 
@@ -37,11 +37,11 @@ H1 tooling-freshness auditor **SOLUTION_ERP-self**. Read-only + **propose-only**
 
 ## 📅 Recent activity (FIFO — older → `archive/2026-06.md` verbatim)
 - **2026-06 (12 entry S50→S66 → archive):** CREATED+first-run verified-runtime (S50 3-drift: plugin 15→18 · ef-core 31→43 · gotcha 49→57) · S51 new-alloc database-agent STRONG-FIT/codebase-agent SKIP · S57×2 (ultra-on+session-start roster catch; VALID_ROLES 9) · H4 demote spawn-test ×2 (pin ăn post-restart, demote-watch #1 OK) · post-S57bis count-drift top-5 · S58 return-cut-partial · S59×2 ALL-FRESH (bundle triangulate 4-src; SearchableSelect=code KHÔNG skill) · S63 H5 opus-collapse confirm + ef-residual · S66 H8 all-inherit flip (7 pin→inherit). → `archive/2026-06.md`.
-- **2026-07-02 (S98 @start RE-REPORT — Fable-restore evidence, on-behalf em main APPEND B3):** 4-mặt: ①SKILL DRIFT — ef-core SKILL `:3`/`:19` stuck Mig 59 (disk **61**, thiếu rows 60/61 — drift born-S97 HẬU-monthly-audit-CÙNG-NGÀY) + skills/README `:20`→61 + `:90` latest #76→**79** → em main flush cùng session-start. ②ROSTER 11=11=11, frontmatter **11/11 `model: inherit`** khớp H8; **spawn này self-report `claude-fable-5` qua inherit** → H8 flip runtime-verified (em main flush STATUS:24 + agents/README:12). ③PLUGIN 18/15/3 + marketplace 35 identical, 0 new-alloc; observed-first-time: settings `effortLevel: xhigh` + `model: claude-fable-5[1m]`. ④DOCS: monthly-audit 07-01 **ĐÃ CHẠY** (S96 `881783c`) nhưng pointer "Lần kế" chưa flip → 2026-08-01 (root CLAUDE:111 + STATUS:63) + **Fable BACK runtime** → gỡ 3 caveat H5.6 (STATUS:24 · agents/README:3 · session-start.md:29) + HANDOFF:5 bundle mismatch (#483-hash gắn nhầm #484; canonical `mEGqlNWc`/`Dnrp4PU1`). Tag `[s98-start, 4-mat, fable-restore-evidence, post-audit-drift, on-behalf]`.
-- **2026-07-02 (S99 @start RE-REPORT — ①②③ PASS, ④DOCS 3-flag):** HEAD `8a249c5`, tree 1-dirty pre-existing (cicd MEMORY M). ①SKILL PASS: 6+23+marketplace-35 unchanged; ef-core S98-update VERIFIED (:3/:19 "Mig 61"+B1, rows 60/61 `:82-:83` khớp STATUS:14, `:85` 89-bảng khớp STATUS:15, 0 residual); skills/README:20 "Updated S98"/:90 #79 fresh; dep-audit:153 B1 sạch; commands 14 file no-change. ②ROSTER PASS 11=11=11; frontmatter 11/11 `model: inherit` H8; **spawn này self-report `claude-fable-5` = inherit-chain data-point #3**; VALID_ROLES 9 product-only by-design (hmw.js:22 = README:201). ③PLUGIN PASS 18/15/3 identical + xhigh, 0 new-alloc. ④DOCS 3 FLAG: **(F1)** S98 closeout không flip — STATUS:38 row `🟡 in-progress` + STATUS:6/HANDOFF:5 header kẹt S97, session-log S98 không tồn tại; **(F2)** session-start.md `:8`/`:62` "SendMessage KHÔNG khả dụng" stale vs runtime deferred-tools (em main verify runtime TRƯỚC khi patch — disk không tự chứng được); **(F3) NEW-catch** session-start.md`:44` "gotchas.md (68)" hard-count stale (thật 79, lệch 11) — **commands/*.md nằm ngoài count-grep monthly** → propose B1-pointer + mở rộng checklist. Carry-flag ĐÓNG: docs/CLAUDE gotcha "(55)" đã B1-pointer. Còn: schema-diagram §16+ Mig 32-61 ERD debt. L1 compacted 19.6→~9KB (hook), 12 entry → `archive/2026-06.md` NGUYÊN VĂN. Tag `[s99-start, 4-mat, s98-flip-miss, sendmessage-stale, command-count-catch, l1-compact]`.
-- **2026-07-02 (S100 @start RE-REPORT — ALL-4 PASS, F1/F3 fix-verified, F2 carry):** HEAD `525a01a`, tree CLEAN (cicd-MEMORY dirty S99 đã commit trong `c112be9`). ①SKILL PASS: 6+23+14 identical; last-touch skills/ = `4263d63` S98 (0 đổi từ S99-verify); ef-core `:3` B1+Mig61 khớp disk-61, skills/README:20 fresh. ②ROSTER PASS 11=11=11 (README:1 "11-agent" = STATUS:24), 11/11 inherit, last-touch agents/ = S98. ③PLUGIN PASS 18/15/3 (settings:17-35) + marketplace 35 + xhigh:37 + `claude-fable-5[1m]`:11 — identical, 0 new-alloc. ④DOCS PASS: **F1 FIXED-verified** (STATUS:6 flip-note "hồi-tố @S99-start" + In-Progress:34 "(S99)" row-stale-gỡ, chỉ còn :38 PE-phân-quyền pending; HANDOFF:5 khớp) · **F3 FIXED-verified** (session-start:44 B1-pointer, grep 0 "(68)") · **F2 OPEN-tracked** (session-start `:8`/`:62` SendMessage-note còn — HANDOFF:5 NEXT-em carry chờ runtime-verify, KHÔNG new-drift). Counts khớp disk: Mig 61 · gotcha 79 (grep `^### [0-9]`) · 89 bảng · test 440 (canonical-consistent). NOTE-minor: S99 không blurb riêng (docs-micro-session, documented inline flip-note + commit-title) — acceptable, S100-closeout tự quyết. Carry-debt: schema-diagram §16+ ERD · monthly count-grep +commands/*.md. Method: session KHÔNG-đổi-tooling → `git log -- .claude/skills/` last-touch = shortcut verify mạnh hơn re-read từng file. Tag `[s100-start, 4-mat, all-pass, f1-f3-verified, f2-carry]`.
+- **2026-07-02 (3 entry S98/S99/S100 → `archive/2026-07.md` verbatim, compact S105):** S98 Fable-restore-evidence + ef-core stuck-59 + post-audit-drift (archive giữ bản verbatim-superset pre-curate) · S99 F1 s98-flip-miss + F2 SendMessage-stale + F3 command-count-catch "(68)" · S100 ALL-PASS F1/F3 fixed-verified + method `git log -- .claude/skills/` last-touch shortcut.
 - **2026-07-03 (S101 @start RE-REPORT — ALL-4 PASS + MODEL-DRIFT, on-behalf em-main APPEND B3):** HEAD `5ee32c0`, tree 1-dirty (cicd MEMORY M #486 pre-existing). ①SKILL PASS 6+23+14 (2 detector-flag ef-core/contract-workflow = FP module-local, numbers MATCH canonical). ②ROSTER PASS 11=11=11, 11/11 inherit, ASCII-diagram cosmetic-drift known-debt. ③PLUGIN PASS 18/15/3 + marketplace 35 + xhigh + `claude-fable-5[1m]`:11 identical, 0 new-alloc. ④DOCS PASS (S100 closeout clean; F2 SendMessage + F3 count both fixed-verified). 🔴 **MODEL-DRIFT (inherit-chain data-point #4 = DIVERGENT):** this spawn + lead + WF2-reviewer all self-report **`claude-opus-4-8`** (NOT `claude-fable-5` S98/S99) while `settings.json:11` still pins `claude-fable-5[1m]` → **Fable unavailable S101 → H5-fallback tự-kích** (revert-free, no frontmatter change). "Fable RESTORED S98" = point-in-time NOT steady-state → em-main reconciled STATUS:24 + agents/README:3 with S101-runtime caveat. Lesson: **inherit-chain self-report = runtime availability probe — verify each session, don't trust last-session model claim.** Tag `[s101-start, 4-mat, all-pass, model-drift-opus, h5-fallback-reactivated]`.
-- **2026-07-03 (S101 @closeout CHỐT — on-behalf em-main APPEND B3):** HEAD `e350660`, tree CLEAN, 2 commit S101 pushed (`f229b07` H18-closeout + `e350660` H19-adopt). ①SKILL/COMMAND **DELTA: command 14→16** (+`fable-real.md`+`fable-clone.md` H19 thật/ảo-toggle — verified `ls|wc`=16; 🔴 **là COMMAND KHÔNG phải skill** — SlashCommand-tier ≠ `skills/<n>/SKILL.md` Skill-tier, đừng conflate "auto-registered skill"; skill vẫn **6+23**) + session-start BƯỚC 0.5b + send-email 6c present. **KHÔNG command-catalog canonical** trong docs → 2 fable-* KHÔNG tạo catalog-drift, KHÔNG cần doc-register. ②ROSTER 11=11=11 (H19 0 agent mới, dùng reviewer+investigator-cb sẵn), 11/11 inherit. ③PLUGIN 18/15/3 identical + xhigh + pin-fable giữ (revert-free dù runtime-Opus), 0 new-alloc. ④DOCS PASS: H19 đầy-đủ path:line-verified (engine §K:315-334 + ACTIVE-MARKS:19 RC-verbatim + STATUS:6/:24/:40 + HANDOFF + session-log + 4 adap-report). 🔴 **model self-report `claude-opus-4-8` = inherit-chain data-point #5 DIVERGENT-confirmed** (Fable vẫn unavailable). **new-alloc: NOTHING-TO-ALLOCATE.** **Flags:** F-H19a LOW (agents/README+reviewer+investigator-cb 0 H19-note → **DEFER** vacuously-inert + no-catalog + single-sourced §K; note khi Fable-về + toggle-first-run có runtime-delta) · F-H19b VERY-LOW (session-start BƯỚC-0.6 Fable-steady → em-main FIXED S101 +Opus-caveat). Baseline command-count 14→**16** (self-fix note). Tag `[s101-closeout, 4-mat-chot, command-14-16, model-drift-5, f-h19a-defer, on-behalf]`.
+- **2026-07-03 (S101 @closeout → `archive/2026-07.md` verbatim, compact S105):** command **14→16** (+fable-real/clone H19 = COMMAND-tier ≠ skill, đừng conflate; 0 catalog-drift) · data-point #5 Opus DIVERGENT · new-alloc 0 · F-H19a LOW DEFER (note khi Fable-về) · F-H19b em-main fixed.
 - **2026-07-06 (S102 @start RE-REPORT — ALL-4 PASS + FABLE VỀ LẠI, inherit-chain data-point #6):** HEAD `3e2c18b` (=S101 closeout), tree CLEAN, 0 commit sau S101 → disk S102-pre == S101-end. **Model: spawn này self-report `claude-fable-5`** = Fable RESTORE lần 2 (chuỗi S98 Fable → S101 Opus → S102 Fable — availability per-session, đúng lesson S101). ①SKILL PASS 6+23; ef-core `:3`/`:19` B1-pointer + Mig 61 khớp disk-61 (`ls` Migrations = 61). ②ROSTER PASS 11 file = 11 kỳ-vọng, 11/11 `model: inherit` line-5; S101-window: harvest-curator.md + agents/README.md M-only, 0 agent THÊM/XÓA. ③PLUGIN PASS 18/15/3 (settings:17-35) + marketplace 35 + xhigh:37 + `claude-fable-5[1m]`:11 identical, 0 new-alloc. ④DOCS PASS: (a) BƯỚC 0.5b hiện diện session-start:27-33; (b) fable-real/clone semantics inverse ĐÚNG (real=tạo marker :10 / clone=xóa :8), registry loaded = restart đã xảy ra; (c) **model-note S101-Opus cần S102-reconcile 3 vị-trí: STATUS:24 · agents/README:3 · session-start:37 (BƯỚC 0.6)** — đề xuất APPEND data-point giữ S101 làm history; (d) marker KHÔNG tồn tại + gitignore:92 + not-tracked. **Trigger-met: BƯỚC 0.5b:33 "nhắc anh khi Fable về + phân-tầng"** → em-main nhắc anh H19 tiering. Command 16 (brief "~20" = overestimate; 16 = đúng đủ, hmw ≠ command-file). Counts khớp: Mig 61 · gotcha 79 (grep) · test 440 · 89 bảng. F-H19a defer-condition "khi Fable-về" cũng MET → em-main cân nhắc note. Tag `[s102-start, 4-mat, all-pass, fable-restore-2nd, model-note-reconcile-3]`.
 - **2026-07-06 (S103 @start RE-REPORT — ①②③ PASS, ④ 1-FLAG model-note per-session flip, inherit-chain data-point #7 DIVERGENT):** HEAD `62cff38` (=S102 closeout), tree CLEAN, 0 commit sau S102 → disk S103-pre == S102-end. Project `.claude/settings.json` KHÔNG tồn tại → model resolve user-global. **Model: spawn này self-report `claude-opus-4-8`** (env-confirmed) = Fable UNAVAILABLE lại (chuỗi **S98 Fable → S101 Opus → S102 Fable → S103 Opus**, flip lần 4 — availability per-session KHẲNG-ĐỊNH lại). ①SKILL PASS 6+23+16 (last-touch skills/ = `4263d63` S98, 0 đổi); ef-core `:3`/`:19`/`:83` Mig 61 + `:85` 89-bảng khớp disk (`ls` Migrations = 61, last=`...142752_BackfillEndedByLevelFinalizeFromChangelog.cs`) + khớp STATUS:14/:15; skills/README:20 "Updated S98"/:90 #79 fresh. ②ROSTER PASS 11=11=11, 11/11 `model: inherit`; ASCII-diagram cosmetic-drift known-debt (KHÔNG mới); last-touch agents/ = `62cff38` S102 M-only 0 agent THÊM/XÓA; VALID_ROLES 9 product-by-design. ③PLUGIN PASS 18/15/3 (3 disabled: pr-review-toolkit/code-modernization/hookify) + marketplace 35 + xhigh + `claude-fable-5[1m]`:11 identical, 0 new-alloc. ④DOCS canonical 7-count khớp disk (Mig61/89/440/gotcha79/menu54/11sub/6skill). 🔴 **FLAG-M (LOW, on-behalf APPEND đề xuất):** 3 model-note (STATUS:24 · agents/README:3 · session-start:37 BƯỚC 0.6) carry **S102-Fable "VỀ LẠI"** — KHÔNG drift-sai (đúng-tại-S102 + đã ghi "per-session, không tin note phiên trước") chỉ thiếu **data-point S103-Opus**. Đề xuất em-main APPEND caveat S103-Opus vào 3 vị-trí (giữ history, KHÔNG frontmatter/con-số), **SAU khi em-main tự-xác-nhận lead-runtime S103** (report này = 1-spawn probe, G-015 honesty — chưa xác nhận lead + sub khác). Marker fable-real KHÔNG tồn tại → Fable-clone default (đúng). Carry-debt: schema-diagram §16+ ERD · monthly count-grep +commands/*.md. Method-shortcut tái-dùng: `git log -- .claude/skills/` last-touch confirm no-change nhanh hơn re-read. Tag `[s103-start, 4-mat, model-note-flip-opus, data-point-7-divergent, flag-m-low, on-behalf]`.
 - **2026-07-06 (S104 @start RE-REPORT — ①②③ PASS, ④ DOCS 1-HIGH + 1-SKILL-drift từ Mig-62 ship — inherit-chain data-point #8 DIVERGENT):** HEAD `778fc98` `[CLAUDE] Supplier: Mig 62 expand 30-field` (hôm nay 16:06, NGAY sau S103 closeout `6d217f7` 14:13), tree 3-dirty pre-existing (cicd MEMORY+archive+_INDEX M). **Model: spawn self-report `claude-opus-4-8`** (env) = Fable OUTAGE tiếp (chuỗi **S98 Fable → S101 Opus → S102 Fable → S103 Opus → S104 Opus**, flip lần 5, per-session tái-xác-nhận). ①SKILL PASS 6+23; last-touch skills/ = `4263d63` **S98** (KHÔNG đổi qua Mig 62 — Supplier commit KHÔNG touch skills). ②ROSTER PASS 11=11=11 (12 file −README), 11/11 `model: inherit`; agents/ window S103→now = docs-commit only, 0 agent THÊM/XÓA. ③PLUGIN PASS 18/15/3 (3 disabled pr-review-toolkit/code-modernization/hookify, settings:17-35) + marketplace 35 + xhigh:37 + `claude-fable-5[1m]`:11 identical, 0 new-alloc. ④DOCS — **NEW real-drift từ Mig 62 ship (product commit chưa reconcile docs, ĐÚNG như anh brief):** 🔴 **(D1 HIGH)** `docs/STATUS.md:14` Migrations row = **61** nhưng disk = **62** (`ls Migrations *.cs -Designer -Snapshot | wc = 62`, last=`20260706084342_ExpandSupplierFields.cs`) — detector confirm HIGH "canonical-itself-stale". → em-main patch STATUS:14 **61→62** + thêm Mig 62 blurb. 🔴 **(D2 skill LOW-real)** ef-core SKILL `:3`+`:19` header "mới nhất Mig 61" + KHÔNG có row Mig 62 (table dừng `:83`=Mig 61) — cần thêm row 62 + header→62 (giống S96/S98 pattern skill-lag-sau-mig). 🟡 **(D3 MED)** STATUS:6 In-Progress header + HANDOFF:5 Last-updated KẸT **S103**; **KHÔNG có Recently-Done entry + KHÔNG có In-Progress row** cho Supplier/Mig62 (STATUS:34 In-Progress vẫn 3 row S103; :56-58 Recently-Done ref S98/S97/S96/S95 mega-line) → em-main add S104 closeout blurb. 🟢 **(D4 LOW)** migration-todos KHÔNG có tick Supplier-30-field (S96 backlog "15-18 field note-lại-từ-từ" giờ đã ship Mig 62 — nên tick/annotate). ⚠️ **table-count KHÔNG đổi: Mig 62 = 18 AddColumn + 18 DropColumn, 0 CreateTable/DropTable → 89 bảng GIỮ NGUYÊN** (STATUS:15 đúng, ĐỪNG sửa; verify bằng grep ops trong .cs). Counts khác khớp disk: gotcha 79 (commit không touch gotchas.md) · test 440 (commit "test-after UAT-mode" 0 test-file) · menu 54. **KNOWN-BENIGN xác nhận KHÔNG re-flag:** 3 vocab-fork MED (wave-folder/Dự-trù-PRO/two-tier) alias-mapped S96 + 4 ef-core LOW `:94/:95/:162/:179` = FP module-local ("PE 2 migration tách"/"Contract 1 GỘP"/"Revert 1"/"1 migration→latest" = procedural-history KHÔNG canonical-count, H18-A ratio-band-FP class) — ĐỪNG patch. Detector TOTAL 37 (1 HIGH + 4 LOW-FP + 3 MED-alias). Carry-debt: schema-diagram "§16+ Mig 32-61 pending" (root CLAUDE:131 + docs/CLAUDE:70) nên nới→Mig 62 nhưng = known-ERD-debt KHÔNG new. **FLAG-M carry (S103):** 3 model-note vẫn S102-Fable "về lại", thiếu data-point S103+S104-Opus — em-main APPEND SAU tự-xác-nhận lead-runtime. Method: `git show --stat <commit>` = xác-nhận-nhanh commit touch gì (Supplier chỉ Supplier-BE/FE/Mig, 0 docs-reconcile) → chốt "product-shipped-docs-lag" pattern. Tag `[s104-start, 4-mat, mig62-docs-drift, d1-high-status61, d2-skill-efcore-lag, table-89-unchanged, model-drift-8-opus]`.
+- **2026-07-07 (S105 @start RE-REPORT — ①②③ PASS, ④ 2-flag LOW; FABLE VỀ lần 3, inherit-chain data-point #9):** HEAD `95f5555`, tree CLEAN, 0 commit sau S104-closeout → disk S105-pre == S104-end. **Model: spawn self-report `claude-fable-5`** (chuỗi S98F→S101O→S102F→S103O→S104O→**S105F**, flip 6, per-session probe). ①SKILL: 6+23+16 identical; ef-core S104-fix VERIFIED (`:3`/`:19` "Mig 62 ExpandSupplierFields S104" + `:84` row-62 + `:86` "Mig 51-62"/§16+ 27-62); 🔴 **skills/README:20 STALE "mới nhất Mig 61"+"✅ Updated S98"** — `af5f9d3` chỉ sửa SKILL.md, sót index-README (class "README≠SKILL drift độc-lập" S50) → propose :20 61→62 + status-cột→S104. ②ROSTER PASS 11=11=11, 11/11 inherit, agents/ last-touch `f0874dd` S103 docs-only. ③PLUGIN PASS 18/15/3 + m35 + xhigh:37 + fable[1m]:11 identical, 0 new-alloc. ④DOCS: D1/D3 FIXED-verified (STATUS:14=**62** + :6/:38 S104-done + HANDOFF:5 S104+PhaseB-PARKED `95f5555`); D4 resolved-elsewhere (backlog thật = STATUS:85 annotated Phase-A-shipped/Phase-B-parked; migration-todos 0-hit — KHÔNG re-flag); counts khớp disk Mig62/79/89/440/54. 🔴 **FLAG-M residual: data-point S104-Opus CHỈ vào STATUS:24+:6; agents/README:3 + session-start:37 grep "S104"=0 (chain kẹt S103-Opus)** → 2 vị-trí cần +2 data-point (S104-O + S105-F) SAU em-main confirm lead-runtime (G-015, 1-spawn probe). ERD-range root CLAUDE:131 "32-61" + docs/CLAUDE:70 "27-61" chưa nới→62 (SKILL:86 đã) = known-debt LOW. Marker fable-real absent = clone-default; F-H19a defer-condition "Fable-về" MET lần 2. L1 compact 19.4→~16KB (S99/S100→archive/2026-07 verbatim; S98-L1-variant drop, superset frozen sẵn). Tag `[s105-start, 4-mat, fable-restore-3rd, skills-readme-mig61-stale, model-note-2of3-lag]`.
+- **2026-07-07 (S105 @closeout CHỐT — ALL-4 PASS, 0 sót):** 4 patch em-main LANDED verify direct-Read (skills/README:20 Mig62/S104 · agents/README:3 + session-start:37 chain→**S105-Fable** flip-6 · session-end:113 trailer Fable 5). Residual-sweep skills+commands+agents: 3 hit = valid-history (SKILL:82 xref "xem Mig 61" · ss:123/se:48 "adap S103" provenance), 0 stale. **FLAG-M CLOSED 3/3** (STATUS:24 +S105 grep-hit). ②11=11=11 inherit ③18/15/3+m35+cmd16 identical, new-alloc 0. ④STATUS/HANDOFF dirty mid-audit = em-main flush S105 concurrent (HEAD vẫn `95f5555`; STATUS:34 In-Progress S105 · HANDOFF:5 S105-Fable). 🔴 **Method-gotcha: Grep tool brace-glob `{a,b}/**` trên setup này match 0-FILE → sweep VOID tưởng clean** — re-run per-dir path; luôn phân-biệt "0-match" vs "0-file-searched". ERD root/docs CLAUDE "…-61" known-debt giữ (SKILL:86 đã 62). Tag `[s105-end, all-pass, flag-m-closed, brace-glob-void]`.