Extracted algorithm research record
Return Distribution Trading Robot
Places orders based on the empirical distribution of returns, using probability-weighted volumes.
Source & extraction context
Evidence label: forward_results (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
Signal warnings
- TIME-ONLY ENTRY: the entry conditions reference only clock time or session, with no market condition. This opens positions on a schedule.
Opacity warnings
- UNDEFINED ENTRY TERM: the entry conditions are prose naming a concept with no numeric definition, so two readers would implement them differently. Advisory only -- this does not affect the score.
Recorded market & execution profile
- Recorded timeframes
- M5, H1
- Recorded sessions
- any
- Recorded regime
- volatile|any
Recorded indicators & parameters
| Indicator | Parameters | Applied to |
|---|---|---|
| No indicator stack was recorded. This does not establish a price-action-only strategy. | ||
Extracted strategy rules
Recorded long-entry rules
- BUY LIMIT order placed at return level <= -0.01
Recorded short-entry rules
- SELL LIMIT order placed at return level >= 0.01
Recorded exit rules
- Close all positions when total profit >= TotalProfitTarget
- Close positions by type when side-specific profit >= BuyProfitTarget or SellProfitTarget
Recorded filters
- Not specified in the extracted record.
- Stop loss
- not specified
- Take profit
- not specified
- Position sizing
- volume proportional to probability weight
Questions about this record
What entry rules are recorded for Return Distribution Trading Robot?
Long: BUY LIMIT order placed at return level <= -0.01 Short: SELL LIMIT order placed at return level >= 0.01 These are unverified extracted rules.
Which markets and timeframes are recorded?
Markets: EURUSD, GBPJPY, EURCHF. Timeframes: M5, H1. These are source-recorded labels, not verified execution behavior.