Optimization From Data Orchestrator

Top-level coordinator for the fast path when a user provides data and asks a question that may be optimization. Sequences the supporting skills so the agent does not jump straight from uploaded data into a solver call.

When to use

All three must hold:

• the user has provided or is expected to provide data
• the question may be asking for the best / optimal / minimum / maximum decision under constraints
• the request is not yet so fully specified that you can call the solver directly

Skip this skill when the user is clearly asking for non-optimization analytics, the optimization problem is already fully specified mathematically, or the user has already chosen a dedicated replayable/auditable path.

Sequence

Run these in order, but skip any step already settled from context. Default to fast mode; surface replayable/auditable mode only on a real signal (reruns, audit, export, recurring planning).