Tiep chuoi adap 7-GD. Sau luot nay: 7/10 wave DONG.
W5 (GD-5):
- Va spawn-model-audit.ps1 4 ve. Bug that nang hon spec ta: 5 phien gan
nhat deu wf=0 => may thay 0 lane ma van in "TOTAL FLAGS: 0". Sau va:
phien S180 = 24/24 lane, co mau so, co dong KHAI khi phien do != moi nhat.
Fault-inject 2 chieu tren cay tam (workflow-only + flat-only).
- D-3: hmw.js sentinel MODEL_INHERIT, het nhanh undefined-im-lang.
- D-10 + D-12: harness-11-engine PHAN O. D-11 nay 4/5 (manh 5 = P7 ve ii).
- §6 tracking: khai lam-KHAC/manh-hon 5 dong, khong tu phong "da kiem chung".
W4b (GD-4, P8 + P4):
- Luat cham diem = harness-11-engine PHAN P, 5 khoan BAT BIEN.
- Khoi cham wire 2 cua phien + rao KHONG DO DUOC + INFORM-only >=3 phien
+ tach do-day-du-khi-chay (cong may) voi tan-suat (quyen chu du an,
CAM tich no) theo thu hub 2026-08-07.
- P4: cap 20->30 du 2 mirror => slot (75) DONG (28 vai <= 30, het LOUD-skip).
- 2 vai moi score-counter (tang-2) + score-count-auditor (tang-3), ranh cung
viet thang vao persona. Seed measured{} VA thu muc nhat ky - may soi ten
bat lead seed nua voi (thieu nhat ky => mfe-eval loai vai khoi phep do).
Khai thang: acceptance W4 o-1 grep '^ST-' = 0 vi so dang BANG (dem dung dang
= 2, dat ve chat); khong be bang de chieu regex. 2 vai moi + khoi cham chi an
tu RESTART ke.
Con lai: W3b (cho soak >=1 phien), W5b (cho P7 ve ii), W6 (moc ky cua anh).
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
SUA-1..6b tron 6/6, acceptance C1-C6b 12/12. Vong-2 sua chinh vong-1 sau reviewer C7 (PASS-WITH-8, 3 MAJOR):
- Doi ba-cham -> hai-cham la REGRESSION co dieu-kien, KHONG phai cosmetic: chi tuong-duong khi origin/main
con ancestor; cay phan-ky thi hai-cham liet ca file CHI CO tren origin/main (= DA PRODUCTION) vao "phan MOI".
Thu pham that = git diff mu untracked. Sandbox 2 chieu CONFIRMED.
- git status --porcelain | cut -c4- de path RAC (rename in MOT dong "R old -> new"; path co dau cach bi quote).
Sandbox: 2/2 MISS; thuoc moi 2/2 OK.
- Thuoc CHOT 4/4 site: { git diff --name-only origin/main...HEAD; git diff --name-only HEAD;
git ls-files -o --exclude-standard; } | sort -u
Bai: chan-doan sai VAN pass acceptance — acceptance do HINH-DANG chuoi, khong do HANH-VI.
Lop mo-neo TU-VO-HIEU: con-tro so-dong tro vao CHINH tep chua no tu thoi moi lan sua dau tep
(112->118->121 trong 1 phien) => neo TEN, khong neo SO DONG. Ap cho index.css, gotchas.md, PipelineStageFolders.
Con-tro verbatim _mind doi ve commit DA PUSH (ee21056/d081681) — ban truoc tro 727a512 nam trong dai squash
=> tu de con-tro mo-coi.
H24 light-audit 9 FLAG, flush 8 o canonical: Mig 71->72 - Gotchas 86->87 - Tests 644->645 (chay that
dotnet test: 45 Domain + 600 Infra, 0 fail) - user-mem 59->60 - header S168->S179 - roster 23->26 (go han so
theo B1) - HANDOFF dong 4 slot (68)-(71) + E4.
"So noi doi theo huong BI QUAN" x3 ca/1 phien (4 slot - E4 - run.md S173) => leo thang lan 3 phai DO LAI TIEN-DE.
Kem: 2 NO vong-3 - 2 synthesis ORPHAN (run-chua-gom 2->0) - di-tru cua-so 6 vao _context - keo+ap 2 thu
loi-do-luong (BAC Lop 8 CO SO: mtime cum SE 0,7% vs hub 69%) - drift-audit thang PASS_WITH_FLAGS-8 (va 2, con 6)
- _mind 99,67%->84,2% - don 9 dir rong - archive-gate strike 1/2.
#53: 4/4 vai garble return dau, vot tron 4/4 bang resume-in-session. Mat 0 byte.
0 file code nghiep-vu. Build 2/2 app PASS. Test 645/645.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Phien-LOGIC L7 window 5, vao bang /tiep. Governance/adap-only: 0 prod-code,
0 migration, 0 test moi. Test do tuoi 562 PASS (45D+517I). Counter 31->32.
VIEC
- /tiep recovery tron: San-3 5 tin-hieu MANH deu keu DUNG (corroborate WAL),
verify: 5/5 PASS 0 lech, bien-nhan _tiep-4.md (window-ordinal 5).
- /check-email AI_INFRA: verify bang NOI DUNG - 22/22 file outbox/se co trong
inbox, cmp 0 byte-drift => se=0 that + khong co stamp-then-edit (H18).
- /adap-apply day-wake-probe-first qua /fable-real investigator-codebase:
nac AGREED (0 file co-che bi sua). Spec 3-muc + adap-report + 4 phan-bien
gui nguoc hub + 1 datum dogfood (hub tu khai co 0).
Engine BAC 2 tien-de cua lead: mo-coi 0/8 (khong phai "co squash => co mo-coi")
va probe PHAI dung phep-2 - chung bang cua S158 noi 2 phep cho verdict NGUOC NHAU.
- Ra 6 HIGH lens-wave spec KHKK: 4 phu tron, 2 con ho (H5 W3 N chua pin =>
N=0 van PASS; H6 §2.4:224 giu co-che IsVisible da bi chinh file do do-dia bac).
- Bookend-close 10 spawn / 5 vong. V4 nen-ngu KHONG-NHIP (shard 15/15 => IM).
VA TRONG PHIEN
- STATUS:459 RAG khai "alive" -> lat DOWN (3 phep do doc-lap: chunk_count=0
cho ca 7 project + shared_global; canonical tu mau thuan voi :473 cach 14 dong,
song 5 nhan phien).
- STATUS:461 bundle hash prod da chet -> 8-QYcMOg/DptYR4wL (control-am 900/876 B).
Hai that: cicd-verify:58 dung chinh o nay lam baseline.
- STATUS:6 4->5 cua-so, counter 31->32; M-1 nhet lai nguyen van owner
"da xong buoc thu 6 tuc CEO duyet" (ring2: grep = 0/STATUS + 0/HANDOFF).
- WAL:5 + WAL:21 tick; HANDOFF segment S155->S158 + slot (42)...(48).
- GATE 5-ANCHOR di-tru khoi WAL sang HANDOFF NEXT-em TRUOC khi §6.4 reset xoa no
(lead-gap FLAG-4, han chot = cua ke).
- ef-core-migration SKILL: va CAU TRUC (frontmatter thoi khai bang la nguon
"moi nhat") thay vi them row - ring1: day la lan 3 cung class.
- contract-workflow:371 "Contract V2 chua" SAI ~2,3 thang -> dinh chinh
(ring1 thach-CLEAN thung H1).
- C12: +3 dong run= hoi-to S155/S156/S157. 2 orphan run-folder -> synthesis dang-1.
- M9 seed on-behalf 3 diary: ctx-verifier, investigator-codebase, ctx-audit.
#53 x8 - DOI-CHUNG NOI-PHIEN SACH DAU TIEN
Ep-ghi-dia KHONG giam garble (3/3 vai bi ep van garble) nhung dua thiet-hai ve 0
(2.818/5.354/7.957 B nam san); 4 vai khong ep MAT TRANG phai resume.
=> chong #53 = thiet-ke ARTIFACT, khong phai PROMPT (xac nhan lan 5).
So #53 ghi bu sau 5 nhan phien dung yen: 66 can-duoi qua S158.
+2 sub-class moi: skeleton-ruot-rong nac-2 (byte>0 ma ruot rong) va
engine-process-exit (0 delta dia).
BAY CHAN DUOC
Moi-ngam neo bang SO DONG trong file append-o-TREN da nen 3 lan. Dong 99 hom nay
la van-de MO THAT (luat nen ho) => spawn ctx-audit ma khong xu = hoac DAT-ao,
hoac dan nhan "bay cai san" len dung cau dang trinh owner. Lead khoi phuc tu git,
pin bang NOI DUNG. ring2 chung them: neo SAI NGAY TAI COMMIT SINH RA NO
(stale-at-birth), khong phai troi-do-nen.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
§L.a RCA:
- E-012 + AS-16 NEW "bằng-chứng-tự-huỷ-sau-squash": outward artifact cite sha
chưa-push / stamp trước khi git status sạch. Root = tiêu-chí verify chọn theo
cái MÌNH đo được, không theo cái NGƯỜI NHẬN sẽ đo (cùng lớp E-010).
Đối chứng: wave trước cite commit đích -> sống hết.
§L.b:
- (c) memory-triple: do exit 0 · de-xuat A7 251/251 · kiem reviewer FAIL 1C/4M/4m/1nit
· do-record TOTAL 47 + nhip-no 4-vế. sleep-check 4d < 7d -> không INFORM.
- (d)(f) harvest-curator GATE-PASS-5, 5-trục PASS, Fidelity on-behalf PASS STRONG
0-fabrication, C5 dạng-1 đủ, orphan 0/40, Sàn-5 khớp. Spawn-record 5 sub.
- (g) tooling-auditor DRIFT-FOUND(4) -> vá hết: F-A doc "3-vế" vs script 4-vế
(7 site prescriptive; giữ 15 file frozen) · F-B ghost-enum HIGH (mở enum 10->11
mà quên chính vai dùng nó + 2 site số) · F-C lead-model pin chưa ghi sổ
(thêm dòng Lead row S143; cell canonical để owner quyết) · F-D marketplace.
- (j) H24: class_repeat cập theo 2 vai · last_audit light/deep = 17 · history +S143
(khai rõ force-fire SỚM 1 nhịp theo lệnh owner, KHÔNG tới-hạn tự-nhiên).
- (k) trio SKIP có vết (cần restart CLI) -> ghi CẢ session-log vì §6.4 reset WAL.
Sửa-một-phía bắt được 4 lần trong phiên (tool-grant · enum · sổ đếm garble · _note
counter) -> bài: đổi một con số thì grep con số đó repo-wide trước khi đóng.
#53: 5/5 sub garble, 0 mất dữ-liệu nhờ ghi-đĩa. Tally ×20 -> ×25, +path-4
lead-on-behalf khi resume không cứu được diary.
Test 528 kế-thừa (0 file src/fe/tests bị đụng, verify bằng diff). Bundle FROZEN.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Audit 3 lane (reviewer FAIL 1C/4M/4m/1nit + 2 vai H24 = 6 FLAG), lead tự
re-đo từng finding trước khi vá.
CRITICAL/MAJOR:
- Re-anchor 5 adap-report: sha wal: tiền-closeout (1a0fa59/a458102/96ab2679)
dangling sau squash -> hub clone không resolve nổi. Đổi sang 2757e41.
LUẬT: cite outward = commit SẼ SỐNG sau squash, không bao giờ wal:.
- Đính chính claim OK-reachable: phép đo tự huỷ trong cùng phiên (squash lật
sang squash-benign). Sự thật mạnh hơn: cả 2 nhánh lành đã chạy runtime.
- TRIPLE 17/17/17 chọn enum dễ: README:225 (tự xưng "ĐỦ roster") còn 14 +
"4 monitor"; README:27 ("Roster THẬT") còn 14. Cả 2 vá -> 17/7.
- TOTAL 46 "== baseline" sai: baseline ghi trong repo là 45. Tách claim-DELTA
(bền) khỏi claim-TUYỆT-ĐỐI (phải neo commit+thời-điểm).
FLAG view-residual-asym: STATUS:450 + README:190 còn khai "NO Write/Edit" như
cơ-chế chặn -> sửa thành tuyên-bố ý-định (runtime vẫn cấp, 9/9 vai; nhân-chứng
reviewer đã Write+Edit thật).
FLAG gap-carry-dropped: HANDOFF carry 13 -> 14, trả [carry:session-model-adopt].
FLAG gap-decision-sunk: 3 mục "Chờ-anh" chìm 2 nhãn phiên -> lên NEXT anh (10)(11)(12).
Enum flag_classes 10 -> 11: +gap-incident-unrecorded (anh duyệt). Vai
lead-omission từ chối tự chế class và escalate đúng luật CLOSED-enum.
Bài học acceptance: AC4 grep theo SỐ nên 2 site liệt-kê-TÊN lọt lưới.
Lần sau đếm PHẦN TỬ rồi so canonical, đừng so hình-dạng chuỗi.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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>
OWNER-RAISED: lead dang va TRIEU-CHUNG (hardcode $userMemDir) thi anh chi ra GOC:
"UserMem phai ghi trong thu-muc du-an chu ko phai o C: -- cai nay lau lau drift dinh mai".
DO DUOC:
| user-memory C:\Users\<u>\.claude\projects\<slug>\memory\ | 48 file · 151,671 B | 0 git | 0 Dropbox | 0 history
| agent-memory <repo>/.claude/agent-memory/ | 82 file tracked | git | Dropbox | history
=> BAT-DOI-XUNG khong co ly-do ky-thuat nao.
RUI-RO THAT (khong phai chuyen gon-gang):
bug #53 zero-byte Write -- da MAT INDEX THAT o S45 -- xay ra DUNG tai thu-muc
KHONG CO HISTORY de phuc-hoi. Cung bug do o agent-memory => git checkout la xong.
=> lop phong-thu hien tai = "verify byte>0" = KY-LUAT NGUOI dung thay VERSION-CONTROL.
settings.json (project + user) = 0 key cau-hinh memory-path => HARNESS EP.
SE CO Y KHONG TU DOI: doi tay => harness thoi auto-inject => MAT memory khoi context
= hong nang hon bug dang co. Cho hub tra loi 1 cau: doi duoc khong, va neu khong thi vi sao?
SE KHONG ket-luan "harness sai" -- co the co ly-do dung ma SE chua thay (secret?
cross-project? per-machine?). SE chi ket-luan: rui-ro la THAT va DO DUOC.
HARDCODE = HE-QUA PHU, do chinh xac:
sinh e70c046 2026-06-18 20:44 -> va c39ba9d 2026-07-15 15:12 = SONG 27 NGAY.
Co-che KHONG phai "tai-pham nhieu lan" ma la "sinh 1 lan roi SONG SOT qua ra":
git log -S bat 8 commit nhung 5/8 co ps1/js-touched=0 (chi doc/WAL NHAC toi path);
chi 3 dong vao .ps1/.js that -- va 1 trong do la ae957c4 "double-check x2 + finalize":
mot dot DOUBLE-CHECK da so DUNG FILE do va KHONG BAT DUOC.
🟢 Doi-chung: spawn-model-audit.ps1 (W1, HOM NAY) lam DUNG san + tu ghi-chu
"NOT a hardcoded absolute path" => fleet BIET cach dung; thieu LUAT nen file cu khong ai quet.
DE-XUAT: (1) memory song trong repo (doi-xung agent-memory) (2) hoac config path
(3) hoac toi-thieu document ro "khong duoc version-control, project tu lo backup"
+ doc-lap: (4) luat no-absolute-path (spawn-model-audit = mau san) (5) khao-sat fleet.
2 LOI LEAD ghi vao request (du-lieu ve quy-trinh, khong phai loi xin loi):
(a) va trieu-chung khong hoi goc -- feedback_root_cause_over_symptom DA nam trong
memory cua lead ma lead khong tu bat ra; anh phai chi.
(b) va dung cai duoc chi, khong quet cai khac -- WAL:30 neu 1 script, lead va roi DUNG;
anh hoi moi loi ra script thu 2 cung doc user-memory. Thoat vi MAY, khong vi quy-trinh.
Email: broadcasts/outbox/ai_infra/2026-07-15-se-to-ai_infra-r6-user-memory-outside-repo.md
content_sha256 d204973b0a2358fb19da2b7a3f24431ccf7c70e1c33c2df1af41ff7caf1c31b7
SELFTEST-STAMP PASS. (KHONG sua email cu -- no da dong hash; sua = pha selftest.)
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
W5a -- harness-11-engine.md: 4 hit roster -> 0 occurrence (do bang grep -o|wc -l, KHONG grep -c).
:269 "12 sub tools:" -> "sub read-only tools:"
:322 "MOI vai roster 12" -> "MOI vai trong roster hien-hanh" + tro canonical
:332 GAP-1 "nhan ca 12 vai" -> "nhan TOAN roster" + lich-su 9->12->14 + tro canonical
:345 x2 -- BAY MEGA-LINE: sua phan "(i) Vai owner-gan" roi VAN con "VALID_ROLES = 12"
o doan SAU cua CHINH DONG DO. Sua 1 cho tuong xong = dung bay grep -c da ghi WAL 2 lan.
+ danh-sach vai khai ro la BAN SAO; nguon that = hmw.js VALID_ROLES :22-36; lech => tin hmw.js.
W5b -- scripts/governance-detectors.ps1:363 bug $userMemDir:
TRUOC: $userMemDir = 'C:\Users\pqhuy\.claude\projects\D--Dropbox-...\memory'
...nam NGAY DUOI comment ghi "Derive from this machine's project slug".
=> Comment mo-ta Y DINH; code hardcode ca path tuyet-doi LAN username. Loi noi doi
nam ngay canh dong no noi doi ve.
2 HAI CU-THE (khong phai style):
1) -RepoRoot <cay-tam> VAN doc user-memory THAT => fault-inject KHONG co lap duoc
=> teeth-test C1-wikilink bat-kha-thi => cong-cu dung de CHUNG-MINH-CO-RANG
lai khong co rang cua chinh no.
2) hardcode 'pqhuy' => may/acc khac se im lang roi xuong else-branch, va mot su
degrade IM LANG doc y het "sach".
SAU: $projectSlug = $RepoRoot -replace '[:\/_]', '-'
$userMemDir = Join-Path $env:USERPROFILE ".claude\projects\$projectSlug\memory"
VERIFY 2 CHIEU (do that, khong suy):
- slug derive tu RepoRoot that == literal hardcode cu, KHOP 100%; Test-Path = True
=> hanh-vi KHONG doi (TOTAL van 45, user-memory van duoc quet)
- -RepoRoot cay-tam => slug khac => "[note] user-memory path not reachable (...fake-repo\memory)"
=> CO LAP; ro path THAT = 0 hit.
SWEEP CUOI toan repo: 8 hit / 6 file, 0 cai thuoc nhom "doc dan-xuat khai so roster SAI
nhu su-that hien-hanh" => acceptance MOI FIX#6 DAT; nhom "chua toi luot" nay RONG sau W5.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
FILE 4 fable-clone.md -- GAP#6: lane ensemble PHAI mang tier:'opus'.
Thieu => inherit lead => lead=Fable thanh N x Fable = dot quota gap N lan VA pha dung
ly-do lenh ton tai (ensemble RE de THAY 1 luot Fable dat). lead=Opus thi tier:'opus'
≡ inherit => loi VO HINH, chi lo khi Fable UP (dung loi reviewer bat @S108).
+ khai CHUA VERIFY precedence spawn-param vs frontmatter (H23 §2(2)) => DEFER phien lead=Fable.
+ grep tier:'opus' = DIEU-KIEN CAN, KHONG DU (do CHU trong file, Goodhart-able 100%).
FILE 5 agents/README.md -- bo SO khoi 8 cho (khong doi so: doi thi roster ke lai stale).
File nay chinh la VI-DU minh-hoa cho class view-stale-role-desc trong lead-view-auditor.md:47.
+ canh-bao bay glob: `ls .claude/agents/*.md` bat LUON README.md => thua 1 (R2-C1).
+ khai: doi roster = doi 2 BE-MAT DOC-LAP (agents/*.md -> registry | VALID_ROLES -> agentType).
FILE 6 fable-real-runbook.md -- 14 hit (lead bao 8 = SAI, xem duoi). + hmw.js:22-30 -> :22-36 (stale line-ref).
FILE 7 sleep-recovery-memory-l2.md -- `all` tu hardcode 9 -> DAN-XUAT TU DIA (do ra 10).
Danh-sach cung 9 da ROT office-document (them S107) suot tu do. Tro-treu: chinh doc do
da ghi "luon quet dia that" cho con-so 4/9 ngay duoi, nhung hardcode roster phia tren.
FILE 8 workflows/README.md -- TRI-ACCEPT vao ORPHAN-AUTHORITY (:19-20) + B1 pointer.
FILE 9 ACTIVE-MARKS.md -- chu-thich cho mark RC-...20-42-01 (anh CHOT: giu ban ky nguyen ven,
them chu-thich; P4/P8). "roster 12" trong than mark = anh chup luc ky, KHONG phai gioi-han.
+ STATUS.md:25 -- STALE THAT trong chinh file CANONICAL: row ghi | Sub-agents | 14 | nhung
narrative CUNG DONG ghi "ca 12 sub model: inherit" (W2 sua row, bo sot narrative).
Bay mega-line TAI HIEN: grep -c = 1 vs grep -o|wc -l = 2.
+ spec v3-PATCH -- SUA ACCEPTANCE FIX#6 (ban goc BAT-KHA-THI, tien-le WAL:29):
"0 hit song" do CA phan CO Y khop => implementation DUNG van truot. Lan thu BA cung ho
R2-C1 (ls=14) + R3-M3 (TOTAL>=46). Acceptance moi = disposition TUNG DONG theo 6 nhom.
Sweep that sau W3: 14 hit song, 0 cai la stale-can-va (vi-du co chu-dich / trich lich-su /
ban da ky / so tam / W5 chua toi luot / canonical history-delta).
LEAD TU BAT 2 LOI DEM (deu o truc dem-ve-viec-minh, -> adap-report):
(a) bao "fable-real-runbook 8 hit" -- that la 14; lay output `head -40` DA BI CAT lam so tong.
(b) bao "do lai tai-hien CHINH XAC du-bao FIX#4" roi lay trung-khop lam cho dua, trong khi
CA FIX#4 LAN LEAD deu dang do TEN FILE. Con-so dung, huong do sai.
=> khop feedback_meta_count_selfcoverage_blindspot: lead DO tot, lead DEM VE MINH thi sai.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
