Multi-Omics Integration — Reasoning Skill

Overview

Guide the agent through principled selection of multi-omics integration strategies, batch correction approaches, and enrichment methods. This skill encodes decision frameworks — not code — so the agent reasons correctly before generating any pipeline.

Usage

• Invoke when choosing between early, intermediate, or late integration strategies
• Use for batch correction decisions across omics layers or partial sample overlap
• Activate for MOFA+/iCluster/SNF method selection or multi-omic enrichment planning

Core Concepts

Response Format