gert-es-expert

name	gert-es-expert
description	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.

GERT ES Expert

This skill contains the specific guidelines and implementation strategies for the Ensemble Smoother (ES-MDA) data assimilation plugin.

Core References

When modifying or implementing ES-MDA algorithms, use the read_file tool to consult the following repository documentation:

• docs/developers/es_update_implementation_4_ai.md: The blueprint for building the ES-MDA algorithm, covering localization, inflation factors, and the iterative update loop constraints.
• docs/developers/update_algorithms.md: The general contract for all update algorithms, explaining the role of the UpdateAlgorithm base class and the SpatialToolkit.