[FEATURE] Establish an AURA ITBench baseline #444

Outcome

Determine whether ITBench or ITBench-Lite provides useful, defensible evidence for AURA.

Scope

• Select a task slice that answers a current AURA product question.
• Build the minimum required adapter and evaluation path.
• Produce reproducible results with retained artifacts.
• Decide whether to expand, publish, or stop based on the evidence.

Complete when

The selected scope, results, caveats, and next decision are documented.