Strategy Fitness, not raw signals
Each coin is scored separately per strategy. Edge is a weighted blend of normalized features; Confidence is agreement × stability × HTF confirmation × data completeness × historical reliability.
| Symbol | Regime | Best action | Grid fitness | Trend fitness | Confidence | Why |
|---|---|---|---|---|---|---|
| SOLUSDT | Expansion | Trend Long | 84% | HTF order block + VWAP + OI rising | ||
| ETHUSDT | Range | Grid Neutral | 83% | Mean-reversion zone, weak trend | ||
| BTCUSDT | Choppy | Skip | 33% | DXY & flow conflict, signal stale | ||
| LINKUSDT | Compression | Grid Small | 72% | Low ADX, clean range |
The Market Edge Engine
A strategy dispatcher, not a buy/sell oracle. Six stages turn raw market data into a go / wait / skip decision:
- Data — candles, funding, OI, volume, news, normalized to one scale.
- Regime — trend / range / compression / expansion (fail-closed to UNKNOWN).
- Fitness — a separate score per strategy: Grid, Trend, Breakout, Scalp.
- Confidence — agreement × stability × HTF × data quality × history.
- Recommendation — launch, reduce, wait or skip.
- Paper Validation — forward-tested before anything goes live.
Trader Growth Journey
A disciplined, paper-first path — no shortcuts to live money:
- Learn — edge methodology, market regimes, honest limits.
- Scan — coins, regimes, best-fit strategies, confidence.
- Validate — Strategy Lab, backtest, weights, reliability.
- Paper — forward paper validation before anything live.
- Automate — Telegram alert + a safe launch checklist.
Mentor-led, honest by design
Experience closes trust; the product closes usefulness — a clear methodology and transparent risk, never a promise of profit. Research, not advice.
Built on the existing AI OS stack
One engine, two brands — the public site runs on portal-go; analytics and operations reuse AI OS / GOGA / Admin / Lab.
finedg.com landing, SEO, methodology, scanner preview.
feature extraction, scoring jobs, council review, observability.
backtests, strategy rankings, edge report, experiments.
buttons, alerts, language, deep-links — read-only, safe.
paid depth, data quality, model versions, billing later.
