# TODOS

Post-Faza 1 backlog. Priority tags: **P1** (next sprint), **P2** (after baseline proven), **P3** (nice-to-have).

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## 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.

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## 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.