القائمة
Use when running one-off ELFQuake source fetch, capture, normalization, or feature-build CLI commands for INGV, VLF, astronomy, geomagnetic, or space-weather data.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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.