Enabled · Reward 20
Out-of-sample evidence
Rewards research that tests beyond the development sample.
Personal research monitoring
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Personal research monitoring
Topic settings
Create clear rewards and penalties that immediately affect scoring.
Saving a rule or preference above already re-scores existing items automatically. Use this only to force another pass — for example after a save that could not complete it — for the latest 500 normalized items. No source is fetched.
Rules are deterministic and visible. Saving re-scores every existing item in this topic immediately.
Order affects which reasons list first; every enabled rule's weight still contributes to the total score.
Enabled · Reward 20
Rewards research that tests beyond the development sample.
Enabled · Reward 20
Rewards rolling or sequential validation rather than one in-sample backtest.
Enabled · Reward 15
Rewards studies that account for trading costs.
Enabled · Reward 15
Rewards results that address execution realism.
Enabled · Reward 12
Prioritises perpetual-futures research relevant to crypto trading.
Enabled · Reward 12
Prioritises liquidity, order-book, and execution research.
Enabled · Reward 10
Rewards explicit strategy testing.
Enabled · Reward 10
Prioritises risk and sizing methodology.
Enabled · Reward 10
Prioritises futures, options, basis, and derivatives research.
Enabled · Reward 10
Rewards independent confirmation or re-testing of findings.
Enabled · Penalty 35
Excludes directional prediction content rather than tested research.
Enabled · Penalty 40
Strongly suppresses signal-selling and unverified calls.
Enabled · Reward 30
Suppresses chart forecasts without empirical testing.
Enabled · Penalty 35
Suppresses announcements and promotional material.
Enabled · Penalty 35
Suppresses token-promotion content.
Enabled · Penalty 30
Penalises commercial/promotional items.
Enabled · Reward 20
Enabled · Reward 8
Enabled · Reward 10