菜单
Use when running one-off ELFQuake source fetch, capture, normalization, or feature-build CLI commands for INGV, VLF, astronomy, geomagnetic, or space-weather data.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Use when running ELFQuake prospective real-data refresh scripts, including relabeling matured VLF rows and rebuilding real model input artifacts.
Use when running or regenerating ELFQuake sandpile simulations, synthetic seismic events, piezo/VLF-like signals, maps, videos, or simulation-derived model artifacts.
Use when training, comparing, diagnosing, or selecting ELFQuake synthetic PyTorch models, including multimodal sequence models and missing-modality ablation checks.
| name | elfquake-source-ingest |
| description | Use when running one-off ELFQuake source fetch, capture, normalization, or feature-build CLI commands for INGV, VLF, astronomy, geomagnetic, or space-weather data. |
Run from the repository root. Use PYTHONDONTWRITEBYTECODE=1 PYTHONPATH=src python3 -m elfquake.cli ... unless an existing shell wrapper is more appropriate.
Use bounded, reproducible pulls and keep raw files unchanged:
./scripts/backfill-ingv-history.sh
PYTHONDONTWRITEBYTECODE=1 PYTHONPATH=src python3 -m elfquake.cli plan-ingv-backfill
PYTHONDONTWRITEBYTECODE=1 PYTHONPATH=src python3 -m elfquake.cli fetch-ingv-events
PYTHONDONTWRITEBYTECODE=1 PYTHONPATH=src python3 -m elfquake.cli fetch-vlf-cumiana
PYTHONDONTWRITEBYTECODE=1 PYTHONPATH=src python3 -m elfquake.cli record-vlf-abelian-cumiana
PYTHONDONTWRITEBYTECODE=1 PYTHONPATH=src python3 -m elfquake.cli fetch-astronomy
PYTHONDONTWRITEBYTECODE=1 PYTHONPATH=src python3 -m elfquake.cli fetch-gfz-kp-ap
PYTHONDONTWRITEBYTECODE=1 PYTHONPATH=src python3 -m elfquake.cli fetch-f107-daily
Add explicit --start, --end, --year, --date, or source-selection options when a workflow needs a precise sample. Record exact working request shapes in docs when source behavior is uncertain.
Normalize before joining or modeling:
PYTHONDONTWRITEBYTECODE=1 PYTHONPATH=src python3 -m elfquake.cli normalize-ingv-events
PYTHONDONTWRITEBYTECODE=1 PYTHONPATH=src python3 -m elfquake.cli combine-normalized-events
PYTHONDONTWRITEBYTECODE=1 PYTHONPATH=src python3 -m elfquake.cli normalize-gfz-kp-ap
PYTHONDONTWRITEBYTECODE=1 PYTHONPATH=src python3 -m elfquake.cli normalize-f107-daily
PYTHONDONTWRITEBYTECODE=1 PYTHONPATH=src python3 -m elfquake.cli extract-vlf-image-features
PYTHONDONTWRITEBYTECODE=1 PYTHONPATH=src python3 -m elfquake.cli build-astronomy-features
Keep connectors, normalization, feature generation, model input materialization, and evaluation separate. For network failures in this environment, retry only with user-approved escalation.