AgentSkillsCN

python-workspace

用于 MQL5 集成的 Python 工作空间。触发器——MetaTrader 5 Python、mt5 包、MQL5-Python 设置。

SKILL.md
--- frontmatter
name: python-workspace
description: Python workspace for MQL5 integration. TRIGGERS - MetaTrader 5 Python, mt5 package, MQL5-Python setup.

MQL5-Python Translation Workspace Skill

Seamless MQL5 indicator translation to Python with autonomous validation and self-correction.

When to Use This Skill

Use this skill when the user wants to:

  • •Export market data or indicator values from MetaTrader 5
  • •Translate MQL5 indicators to Python implementations
  • •Validate Python indicator accuracy against MQL5 reference
  • •Understand MQL5-Python workflow capabilities and limitations
  • •Troubleshoot common translation issues

Activation Phrases: "MQL5", "MetaTrader", "indicator translation", "Python validation", "export data", "mql5-crossover workspace"

Core Mission

Main Theme: Make MQL5-Python translation as seamless as possible through:

  1. •Autonomous workflows (headless export, CLI compilation, automated validation)
  2. •Validation-driven iteration (>=0.999 correlation gates all work)
  3. •Self-correction (documented failures prevent future mistakes)
  4. •Clear boundaries (what works vs what doesn't, with alternatives)

Project Root: /Users/terryli/Library/Application Support/CrossOver/Bottles/MetaTrader 5/drive_c

Workspace Capabilities Matrix

WHAT THIS WORKSPACE CAN DO

1. Automated Headless Market Data Export (v3.0.0)

Status: PRODUCTION (0.999920 correlation validated)

What It Does:

  • •Fetches OHLCV data + built-in indicators (RSI, SMA) from any symbol/timeframe
  • •True headless via Wine Python + MetaTrader5 API
  • •No GUI initialization required (cold start supported)
  • •Execution time: 6-8 seconds for 5000 bars

Command Example:

bash
CX_BOTTLE="MetaTrader 5" \
WINEPREFIX="$HOME/Library/Application Support/CrossOver/Bottles/MetaTrader 5" \
wine "C:\\Program Files\\Python312\\python.exe" \
  "C:\\users\\crossover\\export_aligned.py" \
  --symbol EURUSD --period M1 --bars 5000

Use When: User needs automated market data exports without GUI interaction

Limitations: Cannot access custom indicator buffers (API restriction)

Reference: /docs/guides/WINE_PYTHON_EXECUTION.md

Reference Documentation

For detailed information, see: