Tabular Optimization Ingestion

Use this skill when the user provides raw or semi-structured data and asks a question that may require optimization.

The purpose of this skill is to bridge the gap between messy uploaded data and solver-ready model construction.

This skill does not solve the optimization problem itself. It inspects the data, infers likely modeling roles, and identifies what still needs clarification.

This skill refines the optimization interpretation using the uploaded data; it does not replace the earlier intent decision unless the data clearly contradicts it.

Purpose

Users do not upload:

• objective vectors
• sparse matrices
• explicit decision variable definitions