Extracted algorithm research record

MACD oscillator

Generate trading signals by comparing short-term and long-term moving averages of the close price.

Record 11153 · Catalog rank 331 · Mean Reversion & Counter-Trend · Subtype B2 · Snapshot 2026-10-31 15:46 UTC

Source & extraction context

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

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Extraction warnings

No automated warnings are recorded in this snapshot. This does not establish that the extraction or system is sound.

Recorded market & execution profile

Recorded markets: any
Recorded timeframes: any
Recorded sessions: any
Recorded regime: trending|ranging|volatile|breakout|any

Recorded indicators & parameters

Extracted indicator stack
Indicator	Parameters	Applied to
EMA	`{"period": 12}`	close
EMA	`{"period": 26}`	close

EMA Trading Algorithms

Extracted strategy rules

Recorded long-entry rules

short term EMA is above long term EMA

Recorded short-entry rules

short term EMA is below long term EMA

Recorded exit rules

clear positions based on target stop loss or stop profit

Recorded filters

Not specified in the extracted record.

Stop loss: not specified
Take profit: not specified
Position sizing: not specified

Questions about this record

What entry rules are recorded for MACD oscillator?

Long: short term EMA is above long term EMA Short: short term EMA is below long term EMA These are unverified extracted rules.

Which markets and timeframes are recorded?

Markets: any. Timeframes: any. These are source-recorded labels, not verified execution behavior.