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evo-seismic-phase-picking

Runs SeisBench deep learning models (PhaseNet/EQTransformer) on grouped station waveforms to produce P and S phase picks with timestamps and probabilities.

tasks-evolved/earthquake-phase-association/environment/skills/evo-seismic-phase-picking/SKILL.md

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Sep 10, 2026
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# evo-seismic-phase-picking

Uses SeisBench PhaseNet/EQTransformer for P/S wave picking.

## Functions

- `load_picker_model(model_name, weights)` - Load pretrained SeisBench model
- `pick_phases_for_stream(model, stream_3c, p_threshold, s_threshold)` - Pick one station
- `pick_all_stations(model, station_streams, p_threshold, s_threshold)` - Pick all stations
- `picks_to_dataframe(picks_list)` - Convert picks to DataFrame with unix_time column

## Usage

Note: Since all skills have utils.py, use importlib to avoid name collisions: