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Extracted algorithm research record

3-AI Strategy

A strategy using three independent ML agents: entry signal generator, entry filter, and trade manager.

Record 11197 · Catalog rank 1,843 · Statistical, Quantitative & Machine Learning · Subtype I1 · Snapshot 2026-10-31 15:46 UTC

Source & extraction context

Open original source ↗

Evidence label: backtest_shown (source claim, not independent verification). Recorded completeness: 50.0/100. Neither is a performance result.

Names identify source records. Inclusion is not an endorsement or a claim of authorship, ownership or reuse permission. Check the source license before reusing any implementation.

Extraction warnings

Opacity warnings

Recorded market & execution profile

Recorded markets
all pairs on Bybit USDT-M perpetual
Recorded timeframes
5m, 15m, 1h, 1d
Recorded sessions
any session
Recorded regime
any

Recorded indicators & parameters

Extracted indicator stack
IndicatorParametersApplied to
No indicator stack was recorded. This does not establish a price-action-only strategy.

Extracted strategy rules

Recorded long-entry rules

Recorded short-entry rules

Recorded exit rules

Recorded filters

Stop loss
stop loss is set by a mechanical ladder
Take profit
take profit is set by a XGBoost classifier
Position sizing
Not specified

Questions about this record

What entry rules are recorded for 3-AI Strategy?

Long: do_predict == 1 and predicted class is 'up' and volatility filters pass Short: Not specified. These are unverified extracted rules.

Which markets and timeframes are recorded?

Markets: all pairs on Bybit USDT-M perpetual. Timeframes: 5m, 15m, 1h, 1d. These are source-recorded labels, not verified execution behavior.