# Run — 2026-07-11-h21-mtv3-adopt (S110)

- **Đề-bài:** Adopt Harness-21 (spec-file + per-invocation engine-đắt) + model-tier-v3 (lead owner-choice) + triage-reply actions (S5 hot-reload env-dependent caveat). Nguồn: 4 message AI_INFRA nhận 2026-07-11 (hash verified 4/4).
- **Lệnh anh (owner-gated, H21 semantic):** `/fable-real inves và review — chủ đề các vấn đề trong email nhận được. hmw cho đám Opus 4.8 MAX xử lý` — vai engine-đắt anh gán đích-danh: `investigator-codebase` (ground-truth) + `reviewer` (cổng-cuối); worker thực thi = Opus 4.8 MAX.
- **Spec:** [`spec-h21-mtv3-adopt-11-07-2026.md`](spec-h21-mtv3-adopt-11-07-2026.md) — engine-propose bởi investigator-codebase (Fable-real single-deep-pass, #53-garble → SendMessage-resume recover OK) → lead verified + chỉnh 2 điểm (worker edit-direct thay draft-relay · row-11 review-gate = reviewer Fable-real per lệnh anh) → lead ghi (single-writer, H21 note-c).
- **Pipeline:** invest-Fable (done) → spec (file này) → WF implement worker-Opus (3 lane disjoint-file) → em-main phần still-mine (marker/triage-S5/hmw.js:38/STATUS-HANDOFF/adap-reports/email/mark-proposal) → reviewer-Fable cổng-cuối → STAGE-2 move + commit.
- **Run-id workflow:** WF-implement: **`wf_0c3b307f-a64`** (3/3 worker Opus DONE, 0 error, schema-clean; ~387K tok) · invest-Fable + reviewer-Fable: spawn-direct (không qua workflow; invest #53-garble → SendMessage-resume recover OK).
