atm/CLAUDE.md

ATM — Automated Trading Monitor

Personal Faza-1 tool for the M2D strategy. Python 3.11+.

Quick Reference

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

Calibration corpus

calibration/ — persistent, auto-suficient, safe to keep când samples/ și logs/fires/ se golesc. Conține:

• frames/ — PNG-uri {ts}_{color}.png (ground truth în nume)
• calibration_labels.json — gate offline pentru atm validate-calibration
• scenarios.json — secvențe FSM pentru tests/test_scenarios_regression.py

Când adaugi un frame: copiezi din logs/fires/ → redenumești {ts}_{color}.png → adaugi entry în JSON. Validare după orice recalibrare.

Telegram commands (live)

/ss /status /pause /resume /3 (interval min) /stop

• /resume clears BOTH user pause and canary drift-pause in one shot (/resume force still accepted as legacy alias).
• 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