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Hypotheses

Jesse MAGen Fixed-Default Linear-Regression Cross with ADX, LINK Hyperliquid 4H

Faithful fixed-default reproduction of MAGen by the Jesse community, supplied under the MIT licence at https://github.com/jesse-ai/example-strategies/blob/7c91e0a37bf62165790120d730442e4f6eb00364/MAGen/__init__.py.…

Hypothesis

Faithful fixed-default reproduction of MAGen by the Jesse community, supplied under the MIT licence at https://github.com/jesse-ai/example-strategies/blob/7c91e0a37bf62165790120d730442e4f6eb00364/MAGen/__init__.py. Trade LINKUSD.HYPERLIQUID using LINKUSD.HYPERLIQUID-4-HOUR-LAST-EXTERNAL bars, one position at a time, both long and short. Instrument and interval are platform research choices; the supplied source specifies neither. Preserve all twelve source defaults, its balance-relative sizing, fixed entry-time ATR brackets, strict comparisons and unconditional pending-entry cancellation. This is a reproduction experiment, not a claim of demonstrated profitability. No additional trend, volume, funding, cooldown or time-exit filters are permitted.

Analysis

MAGen

Backtest and paper results are hypothetical. Trading involves risk of loss.