# KDE Level Sentinel

Generates trading signals based on statistical metrics of typical price (mean, median, mode, etc.)

Canonical: https://prismaticalgos.com/compendium/algo/251-kde-level-sentinel
Record ID: 251
Catalog rank: 1676 (reading order, not performance)
Snapshot: 2026-10-31 15:46 UTC
Family: Scalping & Short-Horizon (D)
Source: https://www.mql5.com/en/articles/19589
Evidence label (unverified): source_code

## 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: 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 profile

- symbols: any
- timeframes: M15, H1, D1
- sessions: any
- market_regime: any

## Indicators

No indicator stack recorded.

## Recorded long-entry rules

- z-score of TP below ZScoreSignalEnter threshold

## Recorded short-entry rules

- z-score of TP above ZScoreSignalEnter threshold

## Recorded exit rules

- z-score of TP within ZScoreSignalExit threshold

## Recorded filters

- UseATRforThresholds
- TouchTolerancePips
- BreakoutPips
- ReversalPips

## Risk controls

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