1. What a “signal” is on this platform
A signal is the numeric output of an automated model. It is produced by a gradient-boosted classifier (XGBoost) combined with rule-based technical indicators, applied to historical and current market data obtained from public exchange APIs. Each signal is a set of computed values:
- a direction label (BUY or SELL) derived from the model’s directional score;
- an entry price range, a stop-loss level, and one or more take-profit levels, all calculated from Average True Range (ATR) at the time of generation;
- a confidence number between 0 and 1, which is the model’s calibrated output — not a probability of profit;
- a timeframe label (1H, 4H, 1D or 1W) indicating the candle interval analysed.
These are computed figures presented for your own study. They are not instructions, not recommendations, not a trading strategy, and not an opinion about what you should do with your money.
2. What the platform does not do
- It does not know your financial situation, income, obligations, tax position, time horizon, or risk tolerance, and does not take them into account.
- It does not execute trades, hold funds, or have access to any exchange account of yours.
- It does not manage money, act as a broker, act as an investment adviser, or perform any regulated financial activity.
- It does not promise, imply, or forecast any level of profit.
3. The algorithm can be wrong
The model is fitted on historical data. Markets change, and a relationship that held in the past can stop holding without warning. The model can be wrong on any individual signal and can be wrong on many consecutive signals.
Published performance figures — win rate, expectancy, profit factor, equity curve — describe what has already happened to signals the engine emitted. They are a record, not a forecast. Past performance is not a guarantee of future results.
The platform reports its own measured results honestly, including negative ones. A win rate shown alongside a negative expectancy means the system lost money over that period. Read both numbers together; neither one alone tells you anything useful.
4. Every trading decision is yours
If you choose to act on anything shown here, you alone decide and are solely responsible for:
- whether to enter a position at all;
- which asset and venue to use;
- how much capital to commit — position size is never suggested by the platform in a way that accounts for your circumstances;
- when to enter and exit, including whether to honour or ignore any displayed stop-loss or take-profit level;
- whether to use leverage, and how much;
- the tax treatment and legal permissibility of your trading in your own jurisdiction.
The operator is not a party to your trades and receives nothing from them.
5. No liability for losses
To the fullest extent permitted by law, the operator accepts no liability for any loss, damage, or cost — direct, indirect, incidental, consequential, or otherwise — arising from your use of, or reliance on, this platform. This includes losses arising from signal accuracy, delivery delays, downtime, data errors, model errors, and third-party data feeds.
6. United States regulatory notice
The operator is not registered with the U.S. Securities and Exchange Commission as an investment adviser, with the Commodity Futures Trading Commission as a commodity trading advisor, or with the National Futures Association, and is not a broker-dealer.
What is published here is impersonal market commentary issued on a regular schedule to all subscribers of a tier. It is not based on, and does not take account of, the financial situation, objectives or needs of any individual subscriber. No representation is made that any account will or is likely to achieve any result.
7. Get independent advice
Before making any financial decision, consult a licensed financial adviser qualified in your jurisdiction who is able to consider your personal circumstances. This platform is not a substitute for that.