EdgeFinder: honest FX signal bot (Telegram, LightGBM)

Brief: a Telegram bot that gives HIGHER / LOWER / NO TRADE signals on real forex pairs and never oversells. What I made: analysis of 11 pairs x 4 expiries (multi-timeframe trend, session, news calendar, volatility, spread, LightGBM), safety gates around rollover, high-impact news and spread spikes, a journal that grades every signal twice, a kill switch that disables any setup falling below break-even, multi-user access with risk disclosure, English and Russian. Result: 2 years of Dukascopy data, 18 months walk-forward, a sealed 3-month test, and the bot tells users plainly that no setup is statistically proven. ML with out-of-sample discipline, not hype.