Takibi Gold AI
- Experts
- Shota Watanabe
- Versão: 1.0
- Ativações: 5
Takibi (焚火) | GOLD (XAUUSD) | AI Model
Gold-only AI trading EA for short-term to day trading, without martingale or grid strategies.
If you are satisfied with the EA, I would really appreciate your review.
Your feedback helps me continue developing better systems.
- Symbol: XAUUSD (GOLD)
- Timeframe: H1 based (holding time: several minutes to several hours)
- Decision: Uses probability output from a trained machine learning model
- Risk Design: No martingale / no grid
Labeling and validation methods are designed based on the concepts of financial machine learning proposed by Marcos López de Prado.
Features
The AI does not rely only on price, but evaluates time, volatility, and market structure together to make trading decisions.
The model uses the following types of inputs:
- Time features (Month / Day / Week / Hour)
- Price change rate (100h)
- Volatility indicators (ATR / VAM / Momentum)
- Multiple technical indicators (RSI / MA / RCI / Stochastic)
A total of approximately 85 features are used.
In simple words, the AI tries to understand:
"What time period it is,
whether the market is trending or ranging,
where the current price is within that structure,
and whether price is likely to continue or slow down."
Model Training Considerations
The following points are considered during training:
- Prevention of overfitting
- Handling of class imbalance
- Training data structure considering regime changes
- Validation using multiple conditions
- Training period: 2003–2024, with 2025 used as out-of-sample testing
The model is designed to avoid dependence on specific market periods and to perform across various market environments.
Trading Logic
This EA is not fixed to trend-following or counter-trend strategies.
Trade direction is determined dynamically based on probability outputs from the AI model.
Inside the AI model, there are approximately 400 trading pattern structures,
and each pattern is composed of five combined conditions.
Although 400 patterns may seem large, the total training period covers about 130,000 hours (around 15 years).
* Only patterns that showed effectiveness in training data are used. Random rule combinations are not applied.
Trading Characteristics (Design Concept)
- Trade frequency: Relatively high
- Style: Short-term to day trading
- Holding time: Several minutes to several hours
* Actual performance may vary depending on market and broker conditions.
EA Specifications
| Symbol | XAUUSD (GOLD) |
| Timeframe | H1 |
| Recommended Balance | 1,000 USD |
| Max Positions | 1 position per direction |
| Hedging | Buy and Sell may coexist |
| Lot Type | Fixed |
| Martingale / Grid | None |
| Account Type | No restriction |
| VPS | Recommended |
About Backtests
Backtest results are provided as reference only.
Results may vary depending on models and trading environments.
The strategy is not optimized for any single specific period or broker condition.
Parameters
| Name | Description |
|---|---|
| Comment | Order comment and chart display identifier |
| MagicBuy | Magic number for Buy orders |
| MagicSell | Magic number for Sell orders |
| Slippage (points) | Maximum allowed slippage before skipping new orders |
| MaxSpread (points) | Maximum spread allowed for new entries |
| EntryLots | Lot size for new entries |
| TakeProfit (%) | Take profit in percentage change |
| StopLoss (%) | Stop loss in percentage change |
| TimeZone | Broker GMT offset setting |
| SummerTime | Daylight saving time setting NO_SUMMER: No DST US_SUMMER: US style DST EU_SUMMER: EU style DST |
| ShowIndicator | Display AI predictions and trade history on chart |
FAQ
Q1. What is the recommended balance?
The recommended balance is 1,000 USD with a lot size of 0.01.
Q2. Can I use default parameters?
Yes, default settings are fine. However, please adjust:
- MaxSpread according to your broker
- TimeZone / SummerTime to match broker server time
Q3. Can I use this EA on demo accounts?
Yes, both demo and real accounts are supported.
Q4. Can I use it on other symbols or timeframes?
No. This EA is designed only for XAUUSD on H1.
Q5. Is VPS required?
Not required, but strongly recommended for stable 24/7 operation.
Q6. Does it trade during news events?
No built-in news filter. Please disable EA manually if needed.
Q7. Will the model be updated?
No major updates are scheduled. New versions may be released if needed.
Risk Disclaimer
This EA does not guarantee future profits.
Losses may occur depending on market conditions and broker environment.
Please use at your own risk.
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