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System forge · auto-design trading systems

Auto-design trading systems

Evolution is fully visualized; only in-sample profitable systems are delivered (losing candidates are automatically eliminated and never enter the result list). Future profitability is not guaranteed.

TransparencyMethodology

Creation mode

Guided creationRecommendedChoose a market, set the objective, and generate in three steps.Multi-algorithm labProfessionalCompare GA, GP, RL, factors, and experiment controls.
AI STRATEGY FACTORY · LIVE FLOWStage 1 / 5

Configure experiment scope, algorithms & quality constraints

Common stage names are for decisions; the technical phase on the right is reserved for quant research and ops diagnostics.

5%
  1. 1Market & goalResearch brief
  2. 2Generate candidatesAlpha generation
  3. 3Reliability checksRobustness checks
  4. 4Register viable strategiesStrategy registry
  5. 5Select & paper tradeSelection & paper

In progress: Market & goal

Choose symbol, timeframe and your goal

10 discovery engines

GA / rule evolution / Tree-GP / NSGA-II / RL… 0 online on Web. Swap engines on the same market — that is research.

Honesty gates (red-flag)

DSR + multiple testing: high return ≠ trustworthy. We publish full-library pass rates.

Look-ahead-free backtest

Bar-by-bar advance; IS/OOS split is visible. Not a pasted pretty curve.

Live evolution arena

Live equity & generation progress while discovering — watchable, stoppable.

Choose generation method

Default: algorithm discovery · reproducible & honest checks

Current plan

Smart·System default·XAUUSD H1 · 90d

适合第一次用：积木海选先出盈利候选，再 LGP 创新——更快更稳。

From quick goal “Robust starter” — override algorithm anytime

Loading algorithms…

Once connected to the API, all discovery engines will be shown. The default Linear-GP is a starting point, not the only option.

Factor styles

By trading idea · orthogonal to algorithms (combinable)

Algorithms decide how to search; factors decide which clues. Defaults are easy; swap trend/range/momentum and re-run — better than piling English names.

Signed out: trial allowed, strategies not owned. ~5 soft discoveries per IP/day (+rate limit); sign in for account quotas and ownership.

Factor plan

Filled from goal + style above. Summary only; expand to pick factors yourself.

System default· engine default 16

No choice needed. Engine uses 16 built-in technical indicators.

Quick templates (advanced · builder)

One-click factor pool + population params; overrides Factor styles above.

Loading templates…
Feature sets → factor pool (signed in)

After sign-in, use saved sets from Feature engineering.

Run configuration

On submit, pulls the selected window from MT5/Binance into LIVE_* then evolves. Same source as chart LIVE — not old local CSVs.

Last 90d · MT5 terminalXAUUSD H1

On Start discovery, pulls this window into LIVE_*; bar count is estimated from the timeframe (cap5000). Weekends/holidays yield fewer bars than calendar days.

Live design process

System forging · only profitable survive

Blue=current candidate · gold=best profitable overall · only blue when losing · grey=OOS

Delivery funnel · Smart

Evaluated
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Passed P&L line
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Eliminated behind the gate
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Delivered candidates
…
Current equity
—
Best overall return
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Profit status
No profitable best yet · blue only
Eliminated (losing)
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IS / OOS split
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Progress
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Forging process: System forge: only in-sample profitable systems are delivered; fully visualized.
This generation
total_return —sharpe_ratio —max_drawdown —annual_return —
Best overall (profitable)
No profitable best yet · blue only
Set left-side params, then Start discovery — equity and IS/OOS update live

Live market · in-sample / out-of-sample

Gray = OOS region (aligned with equity split). Market loads on submit; split updates each generation via live live push updates.

Live market context loads after you start discovery…

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