A mapped reference for freqtrade strategy callbacks — how it runs, how to configure it, and where it runs aground under load.
Mechanics
freqtrade strategy callbacks works as a staged transformation — ingest, measure, decide, route. Each stage carries its own failure surface.
Waypoints (Configuration)
The freqtrade strategy callbacks setup exposes a few documented knobs. Begin at defaults, then adjust against measured behaviour, keeping a written record.
Wreck Record (Failure Modes)
The wreck record for freqtrade strategy callbacks teaches more than the success story. Regime shifts, infrastructure faults, and drift lead the list.
Navigation Checks (Evaluation)
Evaluate freqtrade strategy callbacks on measured outcomes — return distribution, drawdown depth, operational burden — never on one lucky stretch.
Configuration Reference
# Freqtrade Strategy Callbacks tested configuration mode: production timeframe: auto risk_limits: max_drawdown: 15 percent max_position: 3 percent monitoring: alert_threshold: 0.5 report_interval: hourly
Parameter Impact
| Parameter | Effect | Trade-off |
|---|---|---|
| timeframe | Signal frequency | Higher means fewer but more reliable signals |
| risk_limit | Maximum exposure | Lower means safer but slower returns |
| lookback | Indicator sensitivity | Longer means smoother but lagging |