CHUOI BAT BUOC (v2 §3.3 + §2.4(4)): fire -> chung-kien -> ROI MOI va -> het fire.
CAM va permission-matrix TRUOC = mat chinh bang-chung detector co rang.
TRUOC (capture ra runs/<id>/W4-detector-fire-15-07-2026.md muc 1-5, fix#9c time-anchored):
MED :3 writes 60 menu but canonical=54
MED :3 writes 240 policy but canonical=216
MED :16 writes 60 menu but canonical=54
LOW :81 writes 48 policy but canonical=216
LOW :16 title-stale anchor 2026-04-30 vs 2026-07-15 (76d)
TOTAL FLAGS: 50 <- khop CHINH XAC du-bao W2 (WAL:17 "49->50, -1 cadence +2 policy")
SAU: permission-matrix 0 FLAG | TOTAL 45 | tut dung 5 | 0 flag moi (do bang `comm`, khong dem mat).
CACH VA = B1 bo so + tro canonical, KHONG doi so (doi so thi lan sau lai stale).
Dung dung loi khuyen detector tu in: "OR replace with pointer '-> docs/STATUS.md'".
CHUOI NHAN-QUA W1<->W2 chung duoc 3 detector doi trang-thai DUNG thiet-ke:
- h24_cadence: "missing => measuring NOTHING" -> "M = light_every = 6 (read from config)"
- spawn-model-audit: "expected constant missing" -> "[OK] claude-opus-4-8 = owner-ratified"
- GAP-3 policy: "policy=MISSING" -> "216" + BAT NGAY permission-matrix:3
=> truoc W2, nua policy KHONG THE fire vi STATUS khong co row Policies => detector IM,
va su im-lang do trong y HET nhu "sach". Detector khong co nguon chuan = do NOTHING.
STALE NANG HON CON-SO (tim duoc luc va, detector count-token KHONG bat duoc):
SKILL.md:20 liet "Budgets root + 3 Bg_*" nhu menu DANG SONG.
Do dia: module Budget XOA tu S61 (Mig 50); 2 hit Bg_ con lai = COMMENT BIA-MO
(MenuKeys.cs:70 + fe-{admin,user}/src/lib/menuKeys.ts:29). Code sach, chi skill con mo-ta.
=> gioi-han detector dem-so: thay "60 != 54" nhung khong thay "4 trong 60 do da bi xoa 60 phien truoc".
DUONG-GIA CAU-TRUC (khai, KHONG sua -- doi hanh-vi detector = quyen anh/W5):
lead-view-auditor.md:45 FIRE title-stale vi bang vi-du cua no chua "2026-04-30" lam MAU
minh-hoa cho class view-stale-header. Cung CO-CHE voi loi da lam acceptance FIX#6 bat-kha-thi
(:47 chua "12 sub ... roster = 14" lam vi-du). 2 detector DOC-LAP, cung 1 file, cung 1 ly-do:
VI-DU VE STALE TRONG Y HET STALE. File dinh-nghia anti-pattern tat-yeu chua mau anti-pattern.
De-xuat (khong tu lam): detector can co-che mien-tru tuong-minh cho khoi vi-du.
LEAD TU BAT 2 LOI @W4:
(a) WAL ghi "permission-matrix 6 dong" -- that la 5 (dong :70 = context, khong phai flag).
Loi dem lan thu 3 trong phien; lan nay bat TRUOC khi thanh claim gui hub.
(b) Suyt claim au canonical: grep tho MenuKeys.cs ra 64 chuoi -> SAI (dem MOI chuoi trong file,
khong phai phan-tu mang All). W2 ground dung: |MenuKeys.All|=54 (:147) x |Actions|=4 = 216.
Lead BO so cua minh, dung so W2. Bai hoc: do bang cong-cu sai con te hon khong do --
vi no ra mot con-so TRONG CO VE do duoc.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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