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Expert knowledge for working on the Ensemble Information Filter (EnIF) plugin in GERT. Use this skill when debugging, implementing, or modifying the EnIF data assimilation math and its parameters.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Provides the comprehensive architectural vision, coding standards, design rules, and system boundaries for the GERT repository. Use when implementing new core features or fundamentally refactoring the system.
Expert knowledge for working on the Ensemble Smoother (ES-MDA) plugin in GERT. Use this skill when implementing or modifying the ES-MDA data assimilation algorithm.
Guidelines and specifications for the GERT Textual User Interface (TUI). Use this skill when modifying the monitor (src/gert/monitor.py), the plotter (src/gert/plotter.py), or any interactive CLI components.
| name | gert-enif-expert |
| description | Expert knowledge for working on the Ensemble Information Filter (EnIF) plugin in GERT. Use this skill when debugging, implementing, or modifying the EnIF data assimilation math and its parameters. |
This skill contains the mathematical rules and specific polars / numpy matrix manipulations required for the EnIF data assimilation plugin.
When making mathematical updates or changing parameter schemas, use the read_file tool to consult the following repository documentation:
polars to numpy extraction steps, precision matrix building (with NetworkX graphs), and final dataframe reassembly rules.UpdateAlgorithm base class and the SpatialToolkit.Use these references to ensure the complex tensor math remains compliant with both the scientific paper expectations and the strict GERT data contracts.