Anh tra "1,2,3,4 -> OK".
🔴 KHAI CACH DOC (cau 3 va 4 KHONG phai yes/no, chung la cau chon A-hay-B):
- (1)(2) dang yes/no => doc thang la CO.
- (3) P3 forward-only HAY hoi-to => lay nhanh lead DA NEU la dang doc
(forward-only) va la nhanh KHONG PHA HUY. Hoi-to se pha bat-bien
counts ≡ enum + pha acceptance W3 => can lenh TUONG MINH, khong suy tu "OK".
- (4) VK-5 nhap khoi chinh HAY giu phu luc => lay nhanh AN TOAN lead da chon
theo bac-2: giu phu luc. Nhap bang HANDOFF:10-17 vao khoi chinh se lam ban
dung cot "loi nguyen van" ma luat chong-bay-A1 dung ra de giu sach.
Ca hai deu la bac-2 (nhanh an toan + khai). Anh muon nhanh kia thi 1 chu la doi.
Thi hanh:
1. Bao-cao-cuoi lat sang DA DUYET + DA GUI. Thu di:
broadcasts/outbox/ai_infra/2026-08-07-se-to-ai_infra-upgrade-pack-phased-bao-cao-cuoi.md
stamp_verify: OK (canonical match). Da them dong OUTBOUND vao _index.
🔴 Thu KHONG tu phong nac "da duoc kiem chung" — chi hub cap.
Thu mang phan bien nguoc: bien the "DA DUNG NHUNG KHONG AI GOI" (2 may
governance 0 cua goi), de nghi hub them canh "da chay nhung khong ghi lai".
Muc 5 tu khai 3 loi cua SE, ca 3 do phep do DOC LAP bat.
2. Dieu-kien-3 cua thu hub ghep vao BAC-2 §LT3: khong phan biet duoc
doi-co-chu-y voi roi-im-lang => khai "khong du du lieu", CAM mac dinh ve
nhan mien toi. Nay la luat dang hieu luc, khong con la con-tro.
3. P3 = FORWARD-ONLY chot. Khong truc xuat 12 class khoi enum da niem phong.
4. VK-5 = GIU PHU LUC chot.
🔸 Ghi lai 1 loi thao tac: lead tu cai lai phep bam sha256 (split moi dau '---'
nen an ca duong ke ngang) => MISMATCH. Header script ghi ro "hash via
script-file ONLY". Da dung gia tri canonical cua script.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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>
Anh giao truc tiep, ly do do duoc: "may cu lam di lam lai hoai".
Luat loi anh dat: "cac tinh nang da deploy thanh production roi thi se la
chuan, tru khi tao co dieu chinh lai lan nua".
Ca THAT lam anh neu — S176 vong-4b: lead dung thung rac KHKK thieu banner do
+ thieu dau "xoa ~", trong khi man thung rac Duyet NCC DA CHAY PROD co du ca
hai. Anh phai tu chup man PE gui sang bao "anh chi la mau". Mot luot lam lai
dang le khong can, vi ban chuan da nam san trong repo.
3 vai (khong phai 4 — anh neu 4 roi tu chot lai 3: "3 con tao nham" +
"chot theo y may"). Con clean-code-reviewer-style bi bo vi no phu chong ca 3
con kia nen KHONG viet noi cau scope-roi ma roster nay bat buoc; truc
clean-code (dat ten, trung lap, mat-do comment, pattern drift) gop vao tung
con trong dia phan cua no.
- front-end-reviewer-style : fe-admin/src/** + fe-user/src/**
- back-end-reviewer-style : src/Backend/** TRU Persistence/**
- database-reviewer-style : Persistence/** + ten bang/cot/index
Thiet ke:
- "Production = chuan" DO DUOC, khong phai khau hieu: repo auto-deploy main
=> `git diff origin/main...HEAD` = phan MOI; phan con lai tren origin/main
= da production = chuan. Moi vai phai DI TIM ANH EM DA CHAY THAT roi doi
chieu, va bao cao PHAI neu file:line cua ban chuan do.
- Ve "tru khi tao dieu chinh lai" = MIEN-TRU co dieu kien: bang chung owner
phai CHI DUOC RA (prompt / _context FLOW dong "> anh:" / commit / WAL),
KHONG duoc suy. Khong thay => van FLAG kem "(chua thay bang-chung owner)".
Sai ve phia hoi thua, khong ve phia im lang de lot.
- Truc DONG-NHAT (giong ban da chay khong) VUONG GOC truc DUNG-SAI cua
`reviewer` (co bug khong) => chay SONG SONG duoc, khong giam nhau.
- Luat style TRO docs/rules.md, CAM chep vao persona (B1) — chep la de nguon
su-that thu hai roi drift.
- Bai S176 dua thang vao persona: "be mau thi be HINH, dung be LOI KHAI"
(banner PE co cau "khong con tinh vao luy ke"; grep luy ke trong KHKK = 0
hit => be nguyen la dan mot khang-dinh chua chung minh len man nguoi dung).
- May truoc, vai sau: FE co ESLint chay truoc. BE do duoc la 0 may style nao
gac (0 .editorconfig, 0 analyzer, 0 dotnet format trong CI) nen con BE phai
ganh ca lop co-hoc — da khai thang trong persona kem ghi chu: cam duoc may
vao CI thi PHAI cap nhat lai persona do.
- Moi vai bat buoc co dong thach-CLEAN khi tra DAT: "DAT" suong khong phan
biet duoc voi "chua soi".
Wiring: hmw.js VALID_ROLES 23->26 + writeGuard liet 3 vai vao nhanh read-only
(khong the de chung roi nham nhanh Bash-write MD, rui ro mojibake G-009) ·
agents/README bang Skill-assignment + RULE BAT BUOC (goi theo glob diff cham
dau; diff khong cham => KHONG goi, khong phai bo sot) · STATUS Sub-agents
23->26.
🔸 Nac trung-thuc: executed-file / verified-pending-restart — 3 vai CHUA
spawn-probe lan nao.
⚠️ roster 26 > hmw_width.cap 20 => full-roster-sweep LOUD-skip rong hon truoc;
so cap = quyen anh (O-7 van treo).
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
/tiep window-4 phien-LOGIC L11. San-3: WAL song => dung ca /tiep.
7/7 lenh verify: KHOP; prod van o ban vong-3 (admin --p-YD6EX / eoffice
DNq8Gz8s, corroborate 2 nguon) => khong co gi ship sau lung.
2 cho lech, ground-truth thang so:
- San-3 (1) keu 2 orphan run-folder, WAL chi ghi 1. Bo sung
2026-08-05-S175-duan-budget-column. Sua luon dong verify: tu `ls` 1
folder -> chay ca khoi DUAL-ACCEPT (check hep khong bao gio tim ra
cai thu hai).
- ctx-verifier co 3/4 CONFIRMED bang do doc lap: bang Owner-items
runs/...S174.../run.md ghi 6 dong "chua lam" + dong "CON NO dot B +
dot D" trong khi ca 6 da land va len prod. Flush theo canonical
(git log + WAL): O1=43e1bd7 - O3 hai ve=a0ccac3+b811e11 -
O4/O6/O7/O8=a0ccac3. Con dung O5 "can phan" that su mo, va no dang
mo-coi (0 hit o WAL/_mind/next:).
Ghi them vao so:
- _context:152 "Lead da flush (a)" that ra flush 1/7 - dinh chinh o
entry PAUSE-5 (_context append-only, khong sua tai cho).
- overclaim gotcha #66 do dich = 4 site / 2 CHUOI KHAC NHAU (so cu ghi
mo ">=3 cho") => grep 1 chuoi chi va 2/4 roi tuong xong.
tick 49->50. _tiep-3.md can so ORPHAN-L.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Diem dung chu-dong @PAUSE-3 (phien-LOGIC L11, cua-so 3, S175).
Cua-so nay: 7 commit san-pham + 4 dot deploy verify byte-level x2 app; UAT vong-2 anh review
TRUC TIEP tren prod, khoanh do 12 defect -> land 12/12.
Cong C2 KEU: A\B = {investigator-codebase, ctx-verifier} -> lead seed on-behalf 2 entry
(21.890->24.265 B va 11.938->13.926 B) -> A\B = 0.
ctx-curator @PAUSE-3 = SUA - 6 diem; lead ap DU 6 roi moi chen MIND-4. Diem dat nhat: #3 lead
viet "7 commit san-pham" nhung liet 6, sot 0db1b99 - dung commit ma chinh §B ⑬ dang ke. Vai
bat duoc vi doi chieu git log thay vi tin cau chu. Ghi lai vi la LOI DEM VE CHINH MINH.
🔴 KHAI RESIDUAL-WRITE (git-diff commit-gate bat duoc, dung viec no sinh ra de lam):
`ctx-curator` khai `tools:` KHONG Write/Edit nhung DA TU GHI 2 file memory cua no
(MEMORY.md + feedback_machine_blind_classes.md, +5 dong). Lead da doi chieu noi dung:
CHINH XAC (ring2-audit 26.440 B dung; 0db1b99 = 300 deletion dung). => GIU noi dung, KHONG
revert roi chep lai y het (lam vay la dien), nhung KHAI THANG day la vi-pham khai-bao
`tools-whitelist-no-teeth` - backstop THAT van la commit-gate nay, khong phai danh-sach tool.
Machine: mind-check full dat=10 TRUOT=0 co=1 exit 0. WAL 36/40 dong. Tick NO-OP dung
(cung nhan-phien S175, da tick @/tiep - OR-guard chan +2/chu-ky).
Nguon: /fable-real investigator-codebase (wf_a574cff1-6b9, 1 lane, 169K tok).
Spec 3-muc: runs/2026-08-05-S175-duan-budget-column/spec-hang-muc-nhieu-dong-va-cot-du-an-05-08-2026.md
Anh chot: "Chi them hang muc -> nhieu hang muc -> gia va ghi chu, vay thoi" + "file 3+4 ->
Hop thanh file dinh kem nhu cua Duyet NCC nhe".
=== 1. THEM N HANG MUC / NCC (0 MIGRATION) ===
🔴 Cau hoi TIEN da co dap an: KHONG co luat chia — NGUOI NHAP TAY tung dong.
Truoc do lead dung lai vi hoi "tach N hang muc thi chia tien NCC the nao"; anh tra loi khong
theo tien, nhap tay. Het chan.
BE — 0 migration (unique 3 cot Plan x Supplier x CatalogEntry co tu Mig 71; may DA rong,
lan nay chi bung UI — dung khuon "may rong, UI hep" anh chot S164):
· UpdateContractSigningPlanLineCommand +ProposedAmount? +Note?, CatalogEntryId -> NULLABLE.
Null-safe khuon UpdateDraftCommand:559-563 => call-site FE cu (gui dung 1 field) KHONG phai
sua dong nao.
· AddContractSigningPlanLineCommand (MOI) + route POST {id}/lines.
🔴 SupplierId PHAI thuoc phieu — NCC den tu winner phieu Duyet NCC; de NCC moi o day = ky
voi nha thau chua ai chon. Khong thuoc => 409.
🔴 CatalogEntryId BAT BUOC: unique index CO Y khong loc "IS NOT NULL"
(ContractSigningPlanLineConfiguration.cs:35-38) => them dong NULL se dung dong goc.
🔴 PeReferenceAmount = 0, KHONG copy so tham chieu cua NCC. Tham chieu la tong bao gia DUOC
CHON cua CA NCC, da nam tron o dong goc (Features.cs:512-515). Lap lai o dong them tay =
DEM DOI tien tham chieu du an. No cung la DAU phan biet dong-goc/dong-them-tay.
· DeleteContractSigningPlanLineCommand (MOI) + route DELETE {id}/lines/{lineId}.
🔴 CHI xoa duoc dong THEM TAY (PeReferenceAmount == 0). Dong goc mang snapshot tham chieu —
xoa la mat so goc + mat dau vet NCC tung trung thau.
· Bat TRUNG cap (Plan, Supplier, CatalogEntry) TRUOC SaveChanges => 409 doc duoc, thay vi 500
unique-violation. Ap cho CA duong them LAN duong doi hang muc (NCC nay co N dong => doi
trung hang muc dong khac cung NCC la co that).
· Rao ContractId nay che CA TIEN, khong chi hang muc: ProposedAmount la so di vao HD.
· Changelog ghi cap CU->MOI cho tien ("gia de xuat 1.000 -> 2.000 d") — day la tien, nguoi
duyet phai truy duoc ai doi tu bao nhieu sang bao nhieu, khong chi biet "co sua".
· 3 route deu policy KeHoachKyKet.Update (gotcha #85 — dung key cua endpoint; "tao" o module
nay nghia la tao PHIEU nen POST line van la Update).
FE: cot GIA DE XUAT + GHI CHU nhap duoc inline (chi Nhap/Tra lai, chi dong chua co HD), luu
onBlur va CHI khi so doi that. Nut "+ Them hang muc" liet ke dung NCC da co tren phieu. Dong
them tay hien "—" o cot tham chieu (khong phai "0 d" — de khong doc nham la tham chieu bang 0).
=== 2. GOP MUC 3 + 4 -> 1 KHOI "FILE DINH KEM" ===
Khuon dong file be tu PE (PeDetailTabs.tsx:3382-3418): 1 danh sach PHANG, moi dong co badge
cho biet file thuoc can cu nao (hoac "Ho so phieu" neu o muc phieu), + eye xem truoc + download.
🔴 Bang can cu 5 cot GO khoi man nhung MAY GIU NGUYEN: entity KhkkDossierItem + 3 endpoint +
changelog con nguyen; kind/status/TVGS/ghi-chu van sua qua nut ✎ (mo dung dialog cu, du 5
truong) va van hien duoi dang badge. Go luon entity de "cho gon giao dien" = mat du-lieu BE
dang ghi va nguoi duyet dang doc.
Can cu DA KHAI ma chua co file van hien 1 dong (dashed) — khong thi khai xong no bien mat va
nguoi dung tuong bam hut.
=== 3. ENGINE BAC 2 GIA-THUYET CUA LEAD (ghi lai vi la SAI CUA LEAD) ===
(a) Lead: "cot DU AN la DI-CHUNG module Budget cu bi Mig 50 rut ruot" — SAI. Cot sinh o
e33481e 19-06 (Mig 56), SAU Mig 50 (13-06) 6 ngay, va CUNG COMMIT voi comment y-dinh
PeWorkItemBudget.cs:19 "DU AN: hien thi FE-only (chua wire BE — sau moi co NGUOI DU AN
NHAP)" => CHO-CHUA-SAN co chu dich, khong phai xac chet.
(b) Lead do "≥3 cho hardcode —" — THIEU. That = 11 o/app (Block A 3 + Block B 8), mirror 2 app.
(c) 🔑 PHAT HIEN: Project.BudgetTotal DA TON TAI tu Mig 2 (day-1), wired tron 2 dau (BE CRUD
ProjectFeatures.cs + FE cot "Ngan sach" ProjectsPage.tsx:117 + form :205). Chi chua noi vao
ma tran PE, va DU-LIEU RONG: Dev 61/69 du an NULL (8 cai co so deu la demo-seed gated-OFF
prod). Rat co the CHINH LA thu anh noi "ben muc ngan sach co muc du an chua dien vao" —
lop "co-che dung, du-lieu khong co" lan thu 7.
=== CON NO ===
🔴 Cot DU AN (11 o) CHUA LAND — cho anh chot 3 cau trong spec §③: (1) Sigma KHKK do vao O NAO
trong 11 o; (2) phieu DaDuyet thi cot DU AN live hay dong bang; (3) sua thang ProposedAmount
(delta tu-audit = Proposed − PeReference) du chua hay can field "dieu chinh" rieng.
🔴 CHUA soi mat prod 375/1366/1440 (5 lane NO-SCREENSHOT, gotcha #3).
🔸 Test-before cho lop luy-ke la BAT BUOC khi land cot DU AN (financial-critical, rules §7) —
lan nay chua cham luy-ke nen chua no test.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
