diff --git a/TODOS.md b/TODOS.md
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+# TODOS
+
+Post-Faza 1 backlog. Priority tags: **P1** (next sprint), **P2** (after baseline proven), **P3** (nice-to-have).
+
+---
+
+## P2-ack-loop — Discord reaction feedback
+
+**Deferred from Faza 1.** Operator reacts to alert with emoji (👍 = good call, 👎 = false positive, ⏭️ = phase-skip). Bot reads reactions via Discord Bot API (not webhook), appends to `labels_live.json`. Feeds precision tuning without manual labeling.
+
+- Requires upgrading Discord integration from webhook to bot (token + gateway).
+- Ack loop runs as separate async task; not in hot detection path.
+- Start after 5+ sessions of stable Faza 1 baseline.
+
+## P2-screenshot-dump
+
+Standalone helper `atm dump --duration 4h --dir samples/` that just captures frames every N seconds to a directory without running detection. Used during early sessions to accumulate labeled corpus.
+
+- Small module `src/atm/dumper.py` invoked via main.py.
+- Separate from `run` so operator can capture raw data even before calibration is dialed in.
+
+## P2-windows-scheduler-docs
+
+Expand README with concrete Windows Task Scheduler XML export + import steps, example triggers for 16:30→18:30 and 21:00→23:00, and DST-change checklist reminder.
+
+## P3-faza2-exec
+
+Auto-execution on TradeLocker. Blocked on TOS audit (see `docs/phase2-prop-firm-audit.md`). Not started until GO decision + 20+ Faza 1 sessions.
+
+## P3-multi-symbol
+
+Monitor DIA and GLD concurrently (two separate charts). Current scope: one at a time, operator switches. Multi-symbol needs per-symbol config, separate state machines, and separate notification threads.
+
+## P3-web-dashboard
+
+Read-only web view of today's audit JSONL + recent triggers. Useful for review after a session but not essential. Would share `audit.py` log format.
+
+---
+
+## Quality debt
+
+- [ ] **Integration test for run_live loop**: currently mocked at module level. Add a short-duration in-memory loop test that threads real detector/state_machine/audit together (no network).
+- [ ] **Coverage report**: run `pytest --cov=atm --cov-report=term-missing`, aim for ≥ 85% per module.
+- [ ] **Typing strictness**: run `pyright src/` with strict mode, fix reported issues.
+- [ ] **Perf baseline**: profile one detection cycle on a representative frame; ensure < 100ms so 5s loop has ample headroom.
diff --git a/configs/example.toml b/configs/example.toml
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+# ATM example config — populated by `atm calibrate`.
+# Copy to configs/YYYY-MM-DD-HHMM.toml and set configs/current.txt to filename.
+
+window_title = "TradeStation 10"
+
+[dot_roi]
+x = 800
+y = 920
+w = 320
+h = 40
+
+[chart_roi]
+x = 80
+y = 100
+w = 1300
+h = 800
+
+[colors.turquoise]
+rgb = [64, 224, 208]
+tolerance = 30.0
+
+[colors.yellow]
+rgb = [255, 215, 0]
+tolerance = 30.0
+
+[colors.dark_green]
+rgb = [0, 100, 0]
+tolerance = 30.0
+
+[colors.dark_red]
+rgb = [139, 0, 0]
+tolerance = 30.0
+
+[colors.light_green]
+rgb = [0, 230, 118]
+tolerance = 30.0
+
+[colors.light_red]
+rgb = [255, 82, 82]
+tolerance = 30.0
+
+[colors.gray]
+rgb = [128, 128, 128]
+tolerance = 25.0
+
+[colors.background]
+rgb = [18, 18, 18]
+tolerance = 15.0
+
+[y_axis]
+# Two reference (pixel_y, price) pairs from a stable bar close.
+p1_y = 150
+p1_price = 485.50
+p2_y = 750
+p2_price = 483.50
+
+[canary]
+baseline_phash = "0000000000000000000000000000000000000000000000000000000000000000"
+drift_threshold = 8
+
+[canary.roi]
+x = 1450
+y = 100
+w = 100
+h = 50
+
+[discord]
+webhook_url = "https://discord.com/api/webhooks/REPLACE_ME"
+
+[telegram]
+bot_token = "REPLACE_ME"
+chat_id = "REPLACE_ME"
+
+[options]
+debounce_depth = 1
+loop_interval_s = 5.0
+heartbeat_min = 30
+lockout_s = 240
+low_conf_threshold = 0.2
+low_conf_run = 3
+phaseb_timeout_s = 600
+dead_letter_path = "logs/dead_letter.jsonl"