Marius Mutu
75a17f9640
Live loop-ul dumpa frame-uri pe schimbare de culoare în samples/, iar userul copia manual cele utile în calibration/frames/ pentru labelling și regresie. Pas inutil — acum scrie direct în corpus. - samples_dir → calibration/frames/ (mkdir parents=True) - stub capture (ATM_STUB_CAPTURE pentru smoke test Linux) citește din aceeași locație - 8 PNG-uri orfane din samples/ (20260421_*) mutate în corpus - CLAUDE.md clarifică: filename = culoarea detectată (poate fi greșită); calibration_labels.json rămâne singurul ground truth (manual) Impact zero pe validate-calibration (iterează peste labels.json, ignoră fișiere extra) și test_scenarios_regression.py (referă doar frame-uri curate din scenarios.json). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
73 lines
3.9 KiB
Markdown
73 lines
3.9 KiB
Markdown
# ATM — Automated Trading Monitor
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Personal Faza-1 tool for the M2D strategy. Python 3.11+.
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## Quick Reference
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```bash
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pip install -e ".[windows]" # Windows: live capture
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pip install -e ".[dev]" # Linux/macOS: dev + tests (WSL: create venv first)
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cp .env.example .env # secretele Discord/Telegram (vezi README §Secrets)
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atm calibrate # Tk wizard
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atm debug --delay 5 # one-shot capture + detect
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atm validate-calibration calibration/calibration_labels.json # offline color gate
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atm run --start-at 16:30 --stop-at 23:00 # live session
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atm run --tz America/New_York --oh-start 09:30 --oh-stop 16:00 # NYSE window override
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pytest -q # 230+ tests (core + 8 scenarii regresie + env loader)
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pytest tests/test_scenarios_regression.py -v # FSM pe imagini reale
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```
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## Calibration corpus
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`calibration/` — persistent, auto-suficient. Conține:
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- `frames/` — PNG-uri raw `{ts}_{color}.png` scrise **automat** de live loop la fiecare schimbare de culoare (filename = culoarea detectată, poate fi greșită)
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- `calibration_labels.json` — ground truth **manual** (gate offline pentru `atm validate-calibration`)
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- `scenarios.json` — secvențe FSM pentru `tests/test_scenarios_regression.py`
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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`.
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## Telegram commands (live)
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`/ss` `/status` `/pause` `/resume` `/3` (interval min) `/stop`
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- `/resume` clears BOTH user pause and canary drift-pause in one shot (`/resume force` still accepted as legacy alias).
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- Drift-pause emits a single Telegram alert on transition. While paused, `/set_interval` is refused and `/ss` captions warn that detection is off.
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- Heartbeat shows `⚠️ pauzat (drift)` instead of `activ` while canary is paused.
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## Operating-hours config
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`[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.
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## Phase-skip backstop
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`[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.
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## Palette gotcha (2026-04-21 recalibration)
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TradeStation M2D indicators paint the four bright colors at near-pure saturation:
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turquoise `(0,253,253)`, yellow `(253,253,0)`, light_green `(0,255,0)`, light_red `(255,0,0)`.
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If Tk-wizard calibration samples a slightly desaturated pixel, classifier returns `UNKNOWN`
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(distance > tolerance=60) → FSM never sees trigger → stuck in PRIMED → scheduler polls
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forever. Always run `atm validate-calibration calibration/calibration_labels.json` after
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recalibrating. Current active config: `configs/2026-04-21-recalib.toml`.
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## Skill routing
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When the user's request matches an available skill, ALWAYS invoke it using the Skill
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tool as your FIRST action. Do NOT answer directly, do NOT use other tools first.
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The skill has specialized workflows that produce better results than ad-hoc answers.
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Key routing rules:
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- Product ideas, "is this worth building", brainstorming → invoke office-hours
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- Bugs, errors, "why is this broken", 500 errors → invoke investigate
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- Ship, deploy, push, create PR → invoke ship
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- QA, test the site, find bugs → invoke qa
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- Code review, check my diff → invoke review
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- Update docs after shipping → invoke document-release
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- Weekly retro → invoke retro
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- Design system, brand → invoke design-consultation
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- Visual audit, design polish → invoke design-review
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- Architecture review → invoke plan-eng-review
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- Save progress, checkpoint, resume → invoke checkpoint
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- Code quality, health check → invoke health
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