AI-powered strategy workshop · HAL intelligence

YOUR STRATEGY
IS IN THE SHOP.

A backtester tells you what happened. Backtest Mechanic investigates why. Build a trading strategy, inspect every trade, diagnose weaknesses, test controlled repairs, and find out whether the improvements actually hold up.

BUILD · BACKTEST · DIAGNOSE · REPAIR · RETEST · VALIDATE · AUTOMATE
01 BUILD02 BACKTEST03 DIAGNOSE04 REPAIR05 VALIDATE06 DEPLOY
SEE IT IN ACTION

TWO WAYS TO PUT YOUR STRATEGY TO WORK.

Describe a trading idea in everyday language, or investigate an existing strategy in the workshop.

01 · NATURAL LANGUAGE BUILDER

DESCRIBE IT. BUILD IT.

See a plain-English SNAP RSI idea translated into editable strategy settings.

Simulated interface demonstration; configuration shown is not a backtest result.

02 · THE REPAIR WORKSHOP

DIAGNOSE IT. REPAIR IT.

Explore the testing, diagnostics, and controlled-repair research workflow.

Illustrative workflow animation; simulated results do not guarantee profitability.

BUILD | REPAIR | DEPLOY

YOUR STRATEGY ISN'T WORKING? LET THE MECHANIC FIX IT.

Backtest your strategy. Find its weaknesses. Attempt a repair. Test the changes. Bring the proposed improvements back to your bot.

Diagnose. Repair. Retest.

Find weaknesses, propose fixes, and compare repairs with the original strategy.

Intelligent Repair Modes

Choose manual, assisted, or eventually autonomous strategy investigation.

Dynamic Market Intelligence

Study strategy behavior as volatility and market conditions change.

Rules That Can Adapt

Explore intelligent adjustments within explicit trading and risk boundaries.

Repair It. Return It.

Export a proposed repair and review it in a compatible trading bot.

Build It. Trade It.

Connect strategy research to compatible bots and advanced charting tools.

SPECIALTY BOT COMPATIBILITY · STRATEGY RESEARCH

YOUR BOT. OUR TEST BENCH.

Already using one of our specialty trading bots? Backtest Mechanic lets you select a supported bot as your strategy target, see which indicators are compatible, and explore changes within that bot's supported feature set. Build and compare ideas, review trade diagnostics, and use HAL's research workflow to investigate possible improvements.

TrendBot indicator filtering is available as an early compatibility preview. Full native bot replay, verified bot-specific backtesting, and direct import/export of all bot settings are not yet available; a universal-engine test should not be mistaken for an exact reproduction of a specialty bot.

The next generation of strategy research

THE MARKET ISN'T STATIC. WHY SHOULD YOUR STRATEGY BE?

Move beyond rigid historical rules toward intelligent, adaptable strategies—with you deciding how much autonomy to allow.

LOCAL-FIRST TRADING RESEARCH · BUILT FOR SERIOUS TRADERS

HELLO, WORLD. YOUR TRADE ISN'T ALONE.

Your strategies are your intellectual property. Research and run compatible trading tools on your own computer—without unnecessarily publishing your indicators, experiments, or strategy logic to a hosted research platform.

YOUR MACHINE. YOUR EDGE.

Keep strategy research, settings, and chart work under your control.

LESS EXPOSURE. MORE CONTROL.

Reduce unnecessary third-party access to your research—not the visibility required to place trades.

PRECISION OVER CLUTTER.

Purpose-built charts, essential indicators, and deliberate backtests. No indicator overload.

Local operation does not hide orders from your broker, exchange, or market data providers. Security also depends on your device, network, and broker connections.

THE WORKSTATION

SERIOUS GAMERS BUILD RIGS. SERIOUS TRADERS BUILD WORKSTATIONS.

Your charts. Your strategies. Your backtests. Your bots. Your hardware. Your control.

BUILT WITH INTENT

NOT AN INDICATOR PLAYGROUND.

Purpose-built charts. Essential indicators. The information you need—without the noise.

THE TEST BENCH

WE DON’T RUN BACKTESTS FOR PRETTY NUMBERS.

Ask a question. Test a hypothesis. Diagnose the trades. Change one thing. Retest.

INTELLIGENCE WITH A JOB

DON’T JUST REJECT A STRATEGY. FIND OUT WHY.

Diagnose failure. Propose a controlled repair. Test whether the evidence supports it.

DESIGNED TO EXECUTE

FOCUSED TOOLS. REAL WORKFLOWS.

Research on the bench. Review the settings. Hand off to a compatible trading bot.

Choose your mechanic

Three ways to work on your strategy.

You decide who holds the wrench. All three modes use the same research foundation; only HAL's authority changes.

🔧
MODE 01 · DO IT YOURSELF

Backyard Mechanic

You set the strategy, choose the rules and run the raw scans. HAL doesn't change anything or initiate repair research.

  • Manual strategy configuration
  • Raw backtests and trade reports
  • Full control over every adjustment
SEE THE WORKFLOW →
▥
MODE 03 · HAL TAKES THE LEAD

Send It to the Factory

Hand HAL the research assignment. It investigates, experiments and reports within the limits you approve.

  • Structured automated research cycles
  • Experiment and resource limits
  • No automatic live deployment
SEE THE FACTORY PROCESS →
Tools on the workbench

Everything under one hood.

A research-first platform that connects strategy development with the trading tools and bots already in the ecosystem.

⌘

Strategy Builder

Configure rules and testable hypotheses, with planned natural-language HAL assistance.

▤

Trade Diagnostics

Review winners, losers, exits, regime patterns and risk characteristics.

⚙

Repair History

Keep versions, proposed fixes, failed experiments and evidence together.

↗

Walk-Forward Lab

Use chronological windows to challenge promising candidates.

▧

Advanced Chart

Professional charting and chart-based trading tools.

◈

HAL Intelligence

Research support, decision analysis and controlled repair planning.

⌁

Autonomous Trading Bots

Automate strategy execution with specialized trading bots, configurable controls, and supported broker connections.

⇄

Broker Hub

Shared broker integration architecture for compatible tools and bots.