# 3-AI Strategy

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

Canonical: https://prismaticalgos.com/compendium/algo/11197-3-ai-strategy
Record ID: 11197
Catalog rank: 1843 (reading order, not performance)
Snapshot: 2026-10-31 15:46 UTC
Family: Statistical, Quantitative & Machine Learning (I)
Source: https://github.com/AleksNovo/freqai-3ai-strategy
Evidence label (unverified): backtest_shown

## Scope and limitations

These are machine-extracted research records, not verified trading systems. Catalog rank measures specification detail and claimed evidence, not profitability. The catalog extraction pipeline did not independently backtest these records. Its separate selected testing ledger does not validate the wider corpus. Rules, labels and parameters can be incomplete or wrong; consult the original source and its reuse terms.

No endorsement, ownership claim or source-code reuse permission is implied.

## Extraction warnings

Opacity warnings: PARTLY OPAQUE ENTRY: 0.5 of 1 entry conditions reference a value the source never published. The rest is specified.

## Recorded profile

- symbols: all pairs on Bybit USDT-M perpetual
- timeframes: 5m, 15m, 1h, 1d
- sessions: any session
- market_regime: any

## Indicators

No indicator stack recorded.

## Recorded long-entry rules

- do_predict == 1 and predicted class is 'up' and volatility filters pass

## Recorded short-entry rules

- Not specified.

## Recorded exit rules

- L1 mechanical ladder, L2 XGBoost classifier, L3 regime adapter

## Recorded filters

- volatility filters
- max spread 2.0 pips

## Risk controls

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