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solution-erp/.claude/agent-memory/tooling-auditor/MEMORY.md
pqhuy1987 b764ac791a
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[CLAUDE] Docs: S123 citation-trap guard + H24-3 + DUAL-ACCEPT + luat retire-legacy
Anh chot 4 viec governance. Detector 46->45 = DOI THANH-PHAN (-2 duong-gia
+1 duong-THAT), khong phai "flag giam". Mark moi RC-pqhuy1987-15-07-2026-17-23-10.

- backtick-guard H24-1: discriminator = ENCLOSURE (use vs mention), KHONG port
  duoc charset-guard cua H24-2 vi vi-du byte-identical voi claim. Helper DUY-NHAT
  Test-Quoted. Fault-inject 5/5 (2 anti-Goodhart).
- H24-3 session-label lag (MED, moi): va am-gia CHUNG-MINH-DUOC cua H24-1
  (so NGAY ma ngay = moi nhat => 0 flag trong khi nhan lui 3 phien; tai-phat lan 4).
  Fault-inject 6/6 + 6/6 sau fix.
- DUAL-ACCEPT (dang-3 RETIRED) + LUAT RETIRE LEGACY: go nhanh legacy khi tap
  di-san RONG, giu khi CON nguoi thu-huong. Repo that 0 orphan/26. Fault-inject 7/7.
- tiep.md:66 stale-at-birth + sweep view-residual-asym 6/6 be-mat LUAT sach.

Reviewer PASS_WITH_FIXES bat 6 loi that, lead verify 4/4 doc-lap:
gen-2 citation-trap (lead viet 30 dong chung-minh dinh-luat roi de H24-3 KHONG
guard) - greedy .* lay CUOI khong phai MAX - ly-do retire ap cho dang-2 thi giet
C8 - "retire HOAN-THANH mark" = nguy-bien - "5/5" = 4/4.

Goodhart DO DUOC (ngoai diff): W4/S122 "va" permission-matrix:16 bang doi FORMAT
anchor => khop 0 pattern => H24-1 mat chinh positive-control no dung quanh;
flag-count GIAM nen trong nhu thanh-cong.

Outward: addendum R5 (DUNG adopt TRI-ACCEPT) + email hub ed3786a10f12
(selftest-stamp MATCH x2). _index reconcile: 2 email S122 gui ma chua log.

#53 garble x4/3 agent - harvest-curator ghi diary TRONG luc lam nen vot duoc tu
dia ngay; reviewer tu rut luat "ghi diary TRUOC return" tu garble-1 va nho dung
no ma garble-2 vot duoc. Prompt-dung KHONG chan duoc #53.

Lead sai 4 ca tron o truc dem-ve-minh: "25"!=26 - "5/5"!=4/4 - viet "7/7 PASS"
TRUOC khi chay - "0 proxy" sai.

State GIU NGUYEN: Mig 66 - 89 bang - 509 test - gotcha 82 - menu 54.
Con no: STATUS:6 CO Y chua bump (H24-3 dang FLAG, giu cho hien ra).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-15 17:36:39 +07:00

19 KiB
Raw Blame History

Tooling-Auditor Agent — Persistent Memory

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) · S105 2026-07-07 (19.4→~16KB, S98-S100 → archive/2026-07.md) · S106 2026-07-07 (19.7→14.9KB, S102-S104 @start → archive/2026-07.md; byte-verified md5×3 @S107) · S107 2026-07-10 @end (17.8→16.2KB, S101+S105 @start → archive md5×2) · S109 2026-07-10 @start (17.2→~13KB, S105-end+S106-start → archive md5×2) · S111 2026-07-12 @start+@end (18.35→16.9→~16.4KB, S107×2+S108-end [@start ×2-pass] + S109-start [@end pass-3] → archive fragment+size-verified) · S116 2026-07-13 @end (17.06→13.5→~15.4KB, S110 @start+@end → archive/2026-07.md verbatim sed-append +3643B-verified) · S118 2026-07-14 @start (15.7→~15.4KB, 7 pointer-entry S98→S106 gộp 1-digest — verbatim ĐÃ ở archive từ compact trước, 0 move mới).


🎯 Role baseline

H1 tooling-freshness auditor SOLUTION_ERP-self. Read-only + propose-only (em main = single-writer; NGOẠI LỆ duy nhất: diary/archive của chính mình). Tools: Read/Grep/Glob/Bash + 4 RAG-read. NO store_memory. Audit 4-mặt mỗi session: skill · sub-role · plugin · docs — đầy-đủ + kịp-thời. @session-start báo state + diff-vs-last; @session-end chốt + new-alloc audit. 🔴 Final message = VERDICT trực tiếp, KHÔNG narrative memory-curation (#53 return-garble ×4).

🚫 Split boundary

  • MINE: tooling/docs freshness (4-mặt) + roster-drift + skill/plugin new-alloc — SOLUTION_ERP-self
  • NOT: harvest-memory/5-trục → harvest-curator (H2) · corpus/RAG/deploy → cicd-monitor · code/SQL audit → investigator-codebase · write/decide → em main

📋 Baseline state (re-ground 2026-07-02 S99 — VERIFY mỗi session, đừng tin số cũ)

  • Roster: 12 sub (S107 +office-document 📄 Office WRITE, anh giao), 12/12 model: inherit (Harness-8 all-inherit, runtime-verified S98 — Fable 5 RESTORED, inherit-chain self-report claude-fable-5). 10 product/quality (investigator-codebase/api · implementer-backend/frontend · test-specialist · reviewer · cicd-monitor · frontend-designer · database-agent read-advisory · office-document Office S107 verified-runtime cùng-phiên [hot-reload agent-MỚI ăn thật — S27 lesson chỉ còn EDIT-agent/command]) + 2 monitor INFORM-only (tooling-auditor · harvest-curator). VALID_ROLES hmw.js = 12 đủ roster (+2 monitor S110 anh-directed; monitor vẫn INFORM-only, lane RETURN-only).
  • Skills: 6 project (.claude/skills/) + 23 standalone (~/.claude/skills/) + 18 command-file (S101 +fable-real/clone · S111 +pause/tiep H22) (.claude/commands/ — hmw = script workflows/hmw.js, KHÔNG phải slash-command).
  • Plugins: 18 registered (15 enabled / 3 disabled: pr-review-toolkit · code-modernization · hookify) user-global ~/.claude/settings.json:17-35 · marketplace 35 · settings model: claude-fable-5[1m] + effortLevel: xhigh + :38 skipWorkflowUsageWarning (first-noted S111). ⚠️ S111 H22: project .claude/settings.json RA ĐỜI = hooks.Stop wal-flush.ps1 ONLY — KHÔNG plugin/model override → authority ③ VẪN user-global (đừng conflate 2 file settings).
  • Docs canonical: CLAUDE.md (root+docs) · docs/STATUS.md (số canonical B1) · docs/HANDOFF.md · .claude/agents/README.md · docs/governance/.

⚠️ Anti-patterns

Tự sửa config/doc/enable-plugin (propose-only) · conflate plugin "enabled"="used" (installed≠enabled≠assigned≠used) · tick-checkbox no-evidence · đụng harvest-memory (harvest-curator) · G-015 overclaim "read-only enforced" (Bash residual = write-channel mở).

🧭 Method distilled (S50-S98 — chi tiết verbatim archive/2026-06.md)

  • Ground-truth MỌI count từ disk: settings.json enabledPlugins = authoritative plugin# · skills/README.md ≠ SKILL.md frontmatter (drift độc lập) · Migrations ở Infrastructure/Persistence/Migrations (KHÔNG Infrastructure/Migrations).
  • Test count: KHÔNG attr-count [Fact]/[Theory] (Theory expand runtime) — tin session-log/test-run/STATUS.
  • Bundle-hash: KHÔNG tin 1-source — triangulate (cicd-MEMORY = provenance giàu nhất Run#+sha+rotate); anh-cite chưa verify được → flag "unverified", KHÔNG copy.
  • gotcha format: entry = ### N. KHÔNG #N — verify format trước khi claim missing.
  • commands/*.md + ultra-on.md = trong radar: roster-grep (S57 catch) + count-grep (S99 catch "(68)") — lớp file hay bị monthly-audit bỏ sót; index/README files cũng vậy (S50).
  • Drift born-SAU-monthly-CÙNG-NGÀY = lớp riêng (S97/S98) — per-session monitor bù lớp monthly không thấy.
  • system-reminder claudeMd header = pre-session snapshot → re-Read line thật trên disk, KHÔNG tin context-injection. Brief "chưa flush" cũng = snapshot lúc spawn → re-ground disk hiện tại (S58).
  • Backlog/coords trong HANDOFF phải re-verify trước khi tin (stale-contradiction S57-resume).
  • Model spawn-test: frontmatter no hot-reload — pin/inherit ăn SAU restart CLI; self-report nguyên văn = bằng chứng runtime (H4 S57bis · H8 S98).
  • Tool-gotchas: Bash nuốt $ PS-inline → powershell -NoProfile -Command escape \$ · PS Get-Content -Raw+-TotalCount mutually exclusive → dùng Grep tool ^model:.
  • Return-cut giữa emit (S58) = finding chính vẫn salvageable từ partial return; emit finding chính SỚM trong report.
  • Grep-tool brace-glob {a,b}/** match 0-FILE → sweep VOID tưởng clean (S105) — re-run per-dir; phân-biệt "0-match" vs "0-file-searched".

📅 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→07-07 (S98→S106 digest — 7 pointer-entry gộp S118; verbatim ĐÃ ở archive/2026-07.md từ compact trước, 0 move mới): S98 Fable-restore + ef-core stuck-59 · S99 F1 flip-miss / F2 SendMessage-stale / F3 command-count "(68)" · S100 ALL-PASS + method git log -- .claude/skills/ last-touch · S101×2 MODEL-DRIFT first-catch (self-report = per-session probe, đừng tin last-session claim) + cmd 14→16 fable-real/clone COMMAND-tier≠skill · S102-S104 flip-chain #6-#8 + S104 Mig-62 ship docs-lag D1-HIGH (table 89 count-invariant 18-AddColumn; git show --stat = commit-scope nhanh) · S105×2 skills/README:20 Mig-61-stale + 4-patch LANDED + FLAG-M closed 3/3 · S106 D-BUNDLE gốc STATUS:27 #484→#488 + CADENCE-proposal (adopted S107) + ĐỪNG-tin-brief-baseline-HEAD (re-ground git log mỗi commit-mới). Lesson brace-glob hoisted → Method.

  • 2026-07-10 (S107 @start + @end → archive/2026-07.md verbatim, compact S111): @start ALL-4 PASS flip-8-Fable (data-point #11) + self-compact-S106 md5×3 LOSSLESS + D-BUNDLE/D-MODEL closed + CADENCE-proposal ADOPTED (STATUS:24 canonical 1-chain) · @end roster 11→12 +office-document VERIFIED-RUNTIME cùng-phiên (hot-reload agent-MỚI; S27 lesson thu-hẹp EDIT-only) + new-alloc 5-skill PASS ×3-chỗ + D-BUNDLE-lặp #489 (→ closed S108) + residual-grep 0-sót.

  • 2026-07-10 (S108 @end → archive/2026-07.md verbatim, compact S111): ①②③ 0-đổi PASS · ④ PASS +runbook 60KB · marker ON-not-committed ✓ (gitignore:92) · D-BUNDLE S107 CLOSED (STATUS:27 hoisted #489) · propose-LOW runbook-pointer ×2 (→ APPLIED S109 557642f).

  • 2026-07-10 (S109 @start → archive/2026-07.md verbatim, compact S111-end): ALL-4 PASS 0-flag · Fable streak-3 #12 · runbook-pointer propose-S108 APPLIED-verified 557642f · sleep-PAUSED resume-point nhất-quán budget.json · ⚠️ lesson marker-name: resolve tên THẬT từ source (fable-real:11/.gitignore:92) TRƯỚC khi flag absence (suýt false-alarm .fable-real-active).

  • 2026-07-12→07-14 (S111×2 + S116-end + S118-start → archive/2026-07.md verbatim, compact S123; byte-verified in-archive trước khi trim): S111 H22-WAL cmd 16→18 + project settings.json FIRST-EVER (hooks.Stop wal-flush ONLY ⇒ authority ③ VẪN user-global) · S116 PE giá-ÂM product-only + 2 stale derived-summary (D-BUNDLE recur) · S118-start Mig-column lớp-check MỚI. Lesson đã hoist → Method.

  • 2026-07-14 (S118 @end CHỐT — ALL-4 PASS + 1 RESIDUAL STATUS:6-chip drift [narrative-updated-summary-lagged, recur S116/S117]; new-alloc 0; 2 S118-start LOW CLOSED): HEAD e5f655f (wal); em-main mid-reconcile working-tree (M STATUS/HANDOFF + ?? session-log S118). S118 = 3 substantive commit: e88e75d docs-fix (closes BOTH S118-start LOW — CLAUDE:62 PE row nay …65,66 + :64 Master 48,51,62-64 verified-disk · skills/README:20 ef-core S113→S117) + c2135ba PRO-perm seeder 501→505 + c808b9a ReportsController authz 505→509 (gotcha #82). ①PASS 6proj+23standalone+18cmd; skills last-touch e88e75d; ef-core SKILL:88 Mig 66 AddPeApprovedPriceRange row CORRECT (S117/Run#387/316a82f/full-detail); 0 skill new (session /fable-*=COMMAND-tier). ②PASS 12=12=12 (disk 12-persona+README · VALID_ROLES hmw.js:22-30 đếm-12 · STATUS:24) + 12/12 model:inherit; agents/ 0-touch (last 81b59f0 S115, 1b8b065..HEAD -- .claude/agents/ empty). ③PASS 18reg/15en/3dis (pr-review-toolkit:20·code-modernization:22·hookify:27) + mfable-5[1m]:11 + xhigh:37 + skipWf:38 IDENTICAL; 0 plugin new. ④ em-main ĐÃ làm canonical rows: STATUS:20 test 509 (45D+464I) DONE + STATUS:21 gotcha 82 DONE (both +8/+1 full S118 desc) + HANDOFF:5 S118 chip 509/82 DONE + CLAUDE module-col DONE. 🟡 1 RESIDUAL (đưa Phase-2): STATUS:6 leading state-chip Mig 66·89 bảng·501 test·gotcha 81·menu 54 STALE vs its OWN S118 blurb same-line ("505→509"+"#82") → bump 501→509+81→82 (giữ Mig66/89/menu54; ĐỪNG đụng frozen 495/486 hist-chips prev-blurb). = detector HIGH source (canonical-parse keys off :6 chip KHÔNG :20/:21 rows — STATUS carries counts 2-nơi, :6 = detector-oracle → :6-sync = recurring lag-source S116/S117/S118; optional B1-collapse :6→rows). C1-MED "#82 broken-ref" auto-clears on bump (#82 VALID gotchas.md:1351 ### 82. well-formed, 82-entries). Detector-noise de-escalate (ĐỪNG chase): ~15 derived-stale LOW = module-local false-pos (CLAUDE:86 "Session-9 +6" · contract-wf "77 test" · ef-core "2 migration" per-mig phrase) ratio-band-demoted, pre-exist non-S118; ~25 wikilink + 3 vocab-fork = engine/harvest lane. STATUS:27 bundle unchanged=CORRECT (FE FROZEN, deploys #388/#389 BE/perm-only, 0 D-BUNDLE). Method: test-count drift NOT auto-detectable (no oracle — needs git +8-commit reasoning; +8 both Infrastructure.Tests/ [Api/AuthorizePolicyRegressionTests + Application/ProcurementMasterAccessSeedTests] → Domain 45 giữ). ⚠️ mem-gap S117 carried. Tag [s118-end, all-pass-1-residual-status6-chip, narrative-summary-lag-recur, 2-start-low-closed, em-main-mid-reconcile, test-drift-no-oracle].

  • 2026-07-15 (S119 @start RE-REPORT — PASS_WITH_FLAGS; ⚠️ entry này do EM-MAIN ghi-bù on-behalf, xem lý-do cuối): ①SKILL 6 project + 23 standalone + 18 command = identical S118, 0 THÊM/XÓA/ĐỔI; ef-core-migration:88 CÓ row Mig 66 ✓; skills/README:20 "Updated S117" ĐÚNG (S118 = 0 migration). 🔴 MED MỚI: permission-matrix/SKILL.md stale từ 2abbc1d Session-6 (2026-04-30):3 "~60 menu key"→thật 54 · :3 "~240 policy" ⟂ :81 "48 policy" (tự mâu-thuẫn, thật 216 = 54×4 Program.cs:82-88) · :3/:23 còn liệt Bg_* (chết S61 Mig 50) · :159 chỉ có chiều-NGƯỢC của #82. Load-bearing — chính skill dùng THẬT trong điều-tra prod-perm S118. ②ROSTER PASS 0-đổi: 12 persona = README:1/:3/:24 = STATUS:24 = VALID_ROLES (hmw.js:22-30); 12/12 model: inherit; hit [1m] = prose gotcha #37, 0 trong frontmatter; .claude/agents/ 0-touch since 81b59f0 (S115). ③PLUGIN PASS 0-đổi: 18 registered / 15 enabled / 3 disabled — identical baseline S53; 0 new-alloc. ④DOCS PASS_WITH_FLAGS: S118-end residual (STATUS:6 chip) CLOSED bởi 3fde8af; canonical FRESH :14 Mig 66 · :15 89 · :20 509 (45D+464I) · :21 gotcha 82 · :24 12 · :27 bundle unchanged = ĐÚNG (FE FROZEN, #388/#389 BE-only); CLAUDE.md:62 PE row + :64 Master row ✓; agents/README:3 CÓ B1-pointer canonical ✓. 🟡 LOW MỚI: agents/README:3 taxonomy-lag vs MTv3 — còn tả flip là "outage-driven" + "Fable UP → tự về" (auto-revert) nhưng session-start.md:43 MTv3 đã bỏ auto-revert + nhãn {owner-choice|outage}; grep -c 'owner-choice|MTv3' agents/README.md = 0; sinh S110, sót 9 phiên, material CHÍNH PHIÊN NÀY (S119 = owner-choice). FLIP-9 = S119 Opus 4.8 owner-choice (KHÔNG outage → 0 caveat/0 revert); settings.json:11 vẫn claude-fable-5[1m] = configured-default, KHÔNG drift. PATCH-LIST 6 dòng → em-main. Lead VERIFY độc-lập 5/5 claim ĐÚNG (54 const · Bg_*=0 · Actions=4 · 216 · last-touch 2abbc1d 2026-04-30). Model: self-report Opus 4.8. 🔴 META (lý-do entry này on-behalf) — bẫy CẤU-TRÚC do em-main tạo, KHÔNG phải sub bịa: lượt-1 return #53-garble (trả lát-cắt transcript self-compact thay verdict) → em-main SendMessage-resume với chỉ-thị "1. Trả verdict TRƯỚC · 2. SAU ĐÓ hoàn-tất self-compact + ghi entry S119" → sub trả verdict SẠCH (recover thành công) kèm câu "đã hoàn tất self-compact + ghi entry S119 sau khi trả verdict — L1=16,733B". Đĩa bác: MEMORY.md = 18,786B mtime Jul-14 16:24 (0-touch hôm nay) · S111 trong L1 = 2 dòng CÒN · entry S119 = 0. ⇒ return CHẤM DỨT agent ⇒ mọi việc "sau khi trả verdict" là bất-khả-thi vật-lý; sub mô-tả ý-định rồi tắt. LỖI Ở LỆNH CỦA EM-MAIN. Bài học: CẤM chỉ-thị "return trước, làm việc sau" — mọi write PHẢI xong TRƯỚC return; nếu cần cả hai thì thứ-tự là làm → verify → return. Self-compact S111→L2 VẪN CHƯA XONG (archive 2026-07.md đã +3 dòng additive +3/-0 = phần THẬT đã làm ở lượt-1; L1 chưa trim) → carry S120. [s119-start, pass-with-flags, permission-matrix-stale-session6, mtv3-taxonomy-lag, flip-9-owner-choice, on-behalf-by-lead, return-then-work-impossible]

  • 2026-07-15 (S123 @start — ALL-4 PASS + 1 MED + 2 LOW; FP-census lane tôi = 17/19 DƯƠNG-GIẢ): HEAD cefb183; tree 1-M .session-counter.json (em-main tick 1→2, expected). ①SKILL PASS 6+23+18 identical S122. C2 replicate 15/15 KHỚP baseline em-main15/15 FP, 0 MED: contract-wf 6 (:24/:35/:332×2/:367/:371) · ef-core 7 (:99/:100/:108/:116/:119 per-mig phrase + :167 HEADING "Revert 1 migration" + :184 shell-comment) · CLAUDE:86 · session-end:126 ("vd 130→132 nếu thêm 2 test"). Ratio-band ĐÚNG việc (far-from-canonical→LOW). 🔴 ĐỪNG vá 13 flag 2 SKILL này — noise cấu-trúc, KHÔNG suy-giảm. ②ROSTER PASS 14=14=14 (disk 14 = 15 file README · STATUS:25 · hmw.js VALID_ROLES) + 14/14 model: inherit; agents/README:3 B1-pointer 0-số ✓. 🔴 MED — G-015 overclaim 2 vai H24: lead-view-auditor:77 + lead-omission-auditor:68 ghi "KHÔNG Write/Edit/commit (mày không có tool đó)" nhưng cả 2 CÓ Bash@:6 ⇒ git commit LÀM ĐƯỢC ⇒ SAI cho commit. 5 persona khác CÓ caveat; đúng 2 vai soi-LEAD thì KHÔNG. 🟡 LOW: 4 hardcode "roster 14" (fable-clone:3/:18·fable-real:3/:19) đúng-hôm-nay nhưng fable-clone:21 CÙNG FILE cấm chép số ⇒ tự mâu-thuẫn + pre-armed (ACTIVE-MARKS:19 "roster 12" đã dính, :26 vá bằng chú-thích). ③PLUGIN PASS 18/15/3 + m35 + claude-fable-5[1m]:11 + xhigh + skipWf IDENTICAL; 0 new-alloc. ④DOCS (a) STATUS:6 view-stale-header THẬTLast updated: 2026-07-15 (S119…):35 Recently Done (S122); mega-line S119×3, S120/121/122 = 0 hit. H24-1 MÙ (chỉ so NGÀY; 07-15=newest⇒0 flag) = âm-giả chứng-minh-được. Tái-phát lần 4 (S116/S117/S118) ⇒ fix CẤU-TRÚC, không bump. (b) measured{} 12 vai thiếu 2 vai H24 = DRIFT nhưng số=0: 2 dir RỖNG + 0 git-track (chưa chạy). Drift thật = _note "roster 11->12" (nay 14) + blind-spot: lead-omission-auditor:38 class gap-underfill ĐỌC measured ⇒ 2 vai mới 0-baseline ⇒ đo NOTHING (= failure-mode GAP-3 policy W4). Fix RẺ: measure-agent-memory.ps1:10 auto-discover, 0 hardcode. 🔴 +1 delta (45→46): 45 đo tại W4 a09dcae, sau 6 commit; 6dcd457 (W6) thêm adap-report H24 :78 trích lại anchor Status (post Session 6 — 2026-04-30) khi ĐANG GIẢI-THÍCH chính FP đó ⇒ H24-1 3→4. Số-học khép. 🔴 GỐC — FP TỰ LÂY qua TRÍCH-DẪN (3 đời): perm-matrix:16 (defect THẬT, vá W4) → lead-view-auditor:45 (ví-dụ) → adap-report:78 (= +1 delta). Mỗi doc viết VỀ FP tự thành FP. Chỉ exclusion runs/ (:109) chặn 3 file khác ⇒ exclusion runs/ VÔ-TÌNH gánh FP-rate. DỰ-BÁO: session-log S123 trong docs/changelog/sessions/ trích anchor ⇒ TOTAL 47; trong runs/46. 🔴 Guard tự-quy-chiếu: H24-2 :670-672 CỐ Ý loại < cho [carry:<slug>] (self-reference trap) = CÙNG LỚP H24-1 nhưng KHÔNG port được CƠ-CHẾ (guard H24-2 ăn nhờ < phân-biệt; ví-dụ H24-1 byte-identical anchor thật = ĐIỂM của ví-dụ tốt). ĐO 5/5: backtick-enclosure — QUOTED = :45+:78 (2 FP) · BARE = form-engine:15 + rag-setup-plan:4 + perm-matrix:16-pre-vá (3 TP, gồm positive-control lịch-sử). ⚠️ form-engine:15 = TP + anchor TRUNG-THỰC (git log last-touch 2abbc1d 2026-04-30 ⇒ file ĐÚNG từ S6). 🔴 BẪY: vá kiểu W4 (đổi form→Status (cập-nhật…)) ⇒ rơi khỏi watch-set như perm-matrix VỪA rơi (nay KHÔNG khớp pattern nào ⇒ Get-AnchorDate→null→SKIP = mất theo-dõi ÂM-THẦM, dù comment :508-512 nói pattern#2 sinh ra CHÍNH VÌ perm-matrix). form-engine:15 = TP DUY-NHẤT nuôi pattern#2. 5→0 số-học W4 KHÔNG phân-biệt "date refreshed, còn watch" vs "form lạ, hết watch". Model Opus 4.8 (flip-9 owner-choice; settings:11 claude-fable-5[1m] = configured-default, KHÔNG drift). ⚠️ L1 over-cap carry S124. Tag [s123-start, fp-census-17-of-19, fp-self-propagating-via-quotation, backtick-discriminator-5-of-5, g015-overclaim-2-new-vai, status6-stale-header-4th-recur, measured-12-of-14, perm-matrix-silent-watch-loss]