agents

AGENTS.md

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+# ATM — Automated Trading Monitor
+
+Personal Faza-1 tool for the M2D strategy. Python 3.11+.
+
+## Quick Reference
+
+```bash
+pip install -e ".[windows]"    # Windows: live capture
+pip install -e ".[dev]"        # Linux/macOS: dev + tests (WSL: create venv first)
+cp .env.example .env           # secretele Discord/Telegram (vezi README §Secrets)
+atm calibrate                  # Tk wizard
+atm debug --delay 5            # one-shot capture + detect
+atm validate-calibration calibration/calibration_labels.json   # offline color gate
+atm run --start-at 16:30 --stop-at 23:00                   # live session
+atm run --tz America/New_York --oh-start 09:30 --oh-stop 16:00  # NYSE window override
+pytest -q                      # 230+ tests (core + 8 scenarii regresie + env loader)
+pytest tests/test_scenarios_regression.py -v    # FSM pe imagini reale
+```
+
+## Codex sandbox/tooling notes
+
+On this Windows checkout, do not assume `rg` or the global `python` has project deps.
+Use the repo venv for diagnostics that need Pillow/OpenCV:
+
+```powershell
+.\.venv\Scripts\python.exe scripts\inspect_image_pixels.py 6033117943853423831.jpg
+.\.venv\Scripts\python.exe scripts\inspect_image_pixels.py 6033117943853423831.jpg --point 1780 725
+```
+
+If `rg` is missing, use PowerShell fallbacks:
+`Get-ChildItem -Recurse -File src,tests,scripts | Select-String -Pattern "needle"`.
+If a command fails due to sandbox permissions and is required for the task, rerun it
+with an escalation request instead of stopping the investigation without a verdict.
+
+## Calibration corpus
+
+`calibration/` — persistent, auto-suficient. Conține:
+- `frames/` — PNG-uri raw `{ts}_{color}.png` scrise **automat** de live loop la fiecare schimbare de culoare (filename = culoarea detectată, poate fi greșită)
+- `calibration_labels.json` — ground truth **manual** (gate offline pentru `atm validate-calibration`)
+- `scenarios.json` — secvențe FSM pentru `tests/test_scenarios_regression.py`
+
+Workflow după sesiune: review frame-urile noi din `frames/`, adaugi entry-uri în `calibration_labels.json` cu culoarea pe care ai văzut-o TU pe chart (nu neapărat cea din filename), rulezi `atm validate-calibration`.
+
+## Telegram commands (live)
+
+`/ss` `/status` `/pause` `/resume` `/rebase` `/3` (interval min) `/stop`
+
+- `/rebase` — propune un `baseline_phash` nou pentru canary: capturează frame, crop pe `canary.roi`, phash → trimite screenshot adnotat (cerc roșu pe ROI) cu old/new hash + distance. `/rebase confirm` în ≤180s aplică: rescrie `baseline_phash` în TOML-ul activ (păstrează comentariile), mirror în `cfg` la runtime, clear `user_paused` + `drift_paused`. Fără confirm, nimic nu se modifică. Folosește-l când layout-ul TS s-a schimbat intenționat și vrei să re-ancorezi canary-ul fără `atm calibrate` full.
+
+- `/ss` — verify multi-bulină: adnotează top-3 buline din `dot_roi` (cerc roșu gros pe pick-ul FSM, cercuri colorate subțiri pe vecini) + caption cu clasificarea fiecăreia (nume, RGB, distanță, confidence) + `config: {version}`. Cercul colorat folosește `cfg.colors[name].rgb` la runtime — DRY cu paleta activă.
+- `/resume` clears BOTH user pause and canary drift-pause in one shot (`/resume force` still accepted as legacy alias). Trimite un singur Alert cu screenshot adnotat inline (capture rulează **înainte** de clearing state → zero race cu FSM tick-uri). Dacă capture eșuează, title conține `⚠️ captură eșuată` și resume-ul se execută oricum.
+- Drift-pause emits a single Telegram alert on transition. While paused, `/set_interval` is refused and `/ss` captions warn that detection is off.
+- Heartbeat shows `⚠️ pauzat (drift)` instead of `activ` while canary is paused.
+
+## Operating-hours config
+
+`[options.operating_hours]` in TOML: `enabled`, `timezone` (NYSE local, e.g. `America/New_York`), `weekdays`, `start_hhmm`, `stop_hhmm`. Timezone validated at load; `_tz_cache` reused per tick. Boundary crossings log `market_open` / `market_closed` and notify once. Startup in-window is silent.
+
+## Phase-skip backstop
+
+`[options.alerts] fire_on_phase_skip = true` (default) — ARMED→light_*  direct (dark_* missed) still emits a `⚠️ PHASE SKIP` alert using FSM lockout to suppress spam.
+
+## Palette gotcha (2026-04-21 recalibration)
+
+TradeStation M2D indicators paint the four bright colors at near-pure saturation:
+turquoise `(0,253,253)`, yellow `(253,253,0)`, light_green `(0,255,0)`, light_red `(255,0,0)`.
+If Tk-wizard calibration samples a slightly desaturated pixel, classifier returns `UNKNOWN`
+(distance > tolerance=60) → FSM never sees trigger → stuck in PRIMED → scheduler polls
+forever. Always run `atm validate-calibration calibration/calibration_labels.json` after
+recalibrating. Current active config: `configs/2026-04-21-recalib.toml`.
+
+## Skill routing
+
+When the user's request matches an available skill, ALWAYS invoke it using the Skill
+tool as your FIRST action. Do NOT answer directly, do NOT use other tools first.
+The skill has specialized workflows that produce better results than ad-hoc answers.
+
+Key routing rules:
+- Product ideas, "is this worth building", brainstorming → invoke office-hours
+- Bugs, errors, "why is this broken", 500 errors → invoke investigate
+- Ship, deploy, push, create PR → invoke ship
+- QA, test the site, find bugs → invoke qa
+- Code review, check my diff → invoke review
+- Update docs after shipping → invoke document-release
+- Weekly retro → invoke retro
+- Design system, brand → invoke design-consultation
+- Visual audit, design polish → invoke design-review
+- Architecture review → invoke plan-eng-review
+- Save progress, checkpoint, resume → invoke checkpoint
+- Code quality, health check → invoke health