diff --git a/HANDOFF.md b/HANDOFF.md
index 459d7a5..c2d98bc 100644
--- a/HANDOFF.md
+++ b/HANDOFF.md
@@ -760,6 +760,43 @@ Instrumentation (`FR`, `STG`, `DECODE`) is gated behind the `--features perf`
 Cargo feature so production builds have zero runtime overhead. Detailed bug notes
 and analysis are preserved in `docs/BUGS/scroll-jank-120hz.md`.
 
+### 8.10 Zero-jank campaign: the reliable perf tool (2026-10-30)
+
+The zero-jank work needed a referee that cannot be argued with. Two tools:
+
+- **`tools/jank_eval.py`** — the strict referee. Slot grid built from the
+  hardware VSYNC edges in the log (not the app's clock); a window is PASS
+  only with: no dropped slot, no same-slot double, no present past latch
+  (+5 ms edge phase), no >20 ms present gap, phase p10-p90 ≤ 0.5 ms.
+  7-case self-test (`--selftest`). Exit 0=PASS, 1=FAIL, 3=SUSPECT.
+- **`tools/jank_capture.py`** — owns the whole capture pipeline so
+  provenance can never be wrong:
+  `python3 tools/jank_capture.py capture --app wow.gmp.sltest --drags 4,2,4 --tag <build> --tag-file <apk>`
+  records build identity → force-stops → **deletes the log** (the file can
+  then contain exactly ONE process) → cold-launches → verifies
+  ResumedActivity → scripted drags → pulls the complete log → reports
+  PROVENANCE + jank verdict + **MISS forensics** (each miss episode
+  classified: CHAIN-STALL / LOOP-STUCK / GUARD-REJECT / NO-WAKE-ITER,
+  with the ±33 ms all-thread context: UI loop, vsync thread, workers,
+  slow C calls, IO). Exit: 0=PASS, 1=FAIL/INVALID/SUSPECT.
+  `jank_capture.py report FILE` re-analyzes any captured log.
+
+Both validated on the emulator (x86_64, 60 Hz SF): capture pipeline
+×3 drag profiles, pause/resume mid-drag, determinism, multi-process
+→ INVALID, explicit windows, period override, no-VSYNC → SUSPECT path,
+small-log and PASS paths. Stress-testing found and fixed a circular
+auto-window threshold (a janky app's low present rate hid it as
+"inactive"), a BUCK multiplier bug, and a useless fallback period fit.
+
+**Zero-jank status (phone, sltest):** phase locked (single wake source:
+Choreographer; early waker disabled — it raced Choreographer and caused
+±4 ms wander). Remaining issue: 20-40 ms chains of lost wakes (the
+Choreographer callback chain breaks); every frame that RAN took 3.7 ms
+(6 ms budget) — the CPU mystery is answered: no missing CPU work, the
+jank is frames that never ran. Next phone run: `jank_capture.py capture
+... --tag <build>`; the MISS forensics (sw/sn/eage/lastage fields)
+will classify each break.
+
 ### 8.8 Jank-hunt round 2 + the keep-alive incident (2026-10-28)
 
 Follow-up on "still seeing jank" (post-GPU-texture). Instrumentation: