漂亮的回測不等於真的有 edge。多數散戶「會賺」的策略其實是過擬合——那個 Sharpe 是掃了一堆參數挑出來最好的、是停損停利湊出來的假象、或只是運氣好的一段區間。 策略 Edge 驗證器用一整套統計檢定,幫你分辨「真訊號」還是「資料探勘出的雜訊」,全部只跑在你自己的報酬序列或權益曲線上: • 平穩 Bootstrap — 這條曲線跟零 edge 的雜訊分得出來嗎? • Deflated Sharpe — 扣掉「掃 N 組挑最佳」的選擇偏差後還站得住嗎? • PBO / CSCV — 回測期最強的參數,樣本外還是最強嗎? • Hansen SPA & Romano-Wolf StepM — 一籃子規則裡的贏家撐得過 data-snooping 嗎? • Bar-permutation MCPT — 利潤是訊號賺的,還是出場路徑湊的? • 樣本外分割 — 多少 edge 撐得過 holdout? 命令列 + JSON 輸出、自帶測試、標註學術出處。不需市場數據源、不需 API 金鑰、不需你的策略邏輯——你的數字全程不離開你的電腦。
Paste any "make money with AI" idea and I'll check what's actually true — is it still working, is anyone really earning, where's the trap. No hype, no hot tips: I just help you not lose money and not miss the real ones, and every verdict comes with sources you can click.
Upload a crypto candlestick chart screenshot to identify its market structure and price position, see how often the same pattern rose over the next 5 / 10 / 20 days, and track what actually happens next.
Run a trading strategy on a server? Between logins you're flying blind — did it fire today, is it still alive, how did the week go? This puts your strategy on Discord: real-time signal alerts, a heartbeat that pings you the instant it silently dies, and a weekly performance report. A health check underneath means a crashed cron can't hide as a quiet week. It only relays signals your system already produced — no trading decisions, not financial advice. Bring your own webhook.
Saves you the manual multi-timeframe chart work. Name a market (BTC, ETH, gold, EURUSD, Nasdaq, US stocks) and, if you like, your style, account and risk %. One prompt returns a 3–4 timeframe confluence score, market structure (BOS/CHoCH), key levels, FVGs and order blocks, an annotated chart and a draft plan: structural stop, three R-based targets, position size, or WAIT when there isn't room. Every decision stays yours. Research tool, not financial advice.
Turn a pasted trade log into a 5-section briefing: trades, open positions, P&L sums and anomalies. Records only, no advice.
Turn completed daily candles into clear, disciplined swing-trade research across stocks, crypto and forex. Market Compass explains SMA, RSI and ATR in plain language, scores setups against transparent technical rules, and creates structured paper-trade plans and journal entries—without hype, hidden signals or guaranteed outcomes.
Decide whether to buy, wait, or skip before you spend — with regret-risk scoring, future-self checks, and a 7-day purchase test.
Challenge Rating lies and every dungeon master knows it. Feed this skill your party and monster stat blocks and it runs thousands of simulated 5e battles: win probability, average rounds, damage spread, and a Deadly to Easy verdict. Custom monster import, homebrew balance testing, fixed seeds for reproducible results, fully offline.