[EPIC] Data Accuracy & Eval Readiness #205

Outcome

Metrics used to evaluate AURA are defined consistently and match the underlying provider and runtime behavior.

Scope

• Token and usage semantics.
• End-to-end and phase timing.
• SSE phase boundaries and summaries.
• Measurement needed to attribute benchmark failures and performance differences.

Anonymous adoption telemetry and production-install classification belong to the Adoption Measurement initiative.

Complete when

• Token counts are validated against provider ground truth.
• Timing accounts for the full measured interval without double-counting.
• Events use consistent semantics across single-agent and orchestration paths.
• Benchmark reports can distinguish model, AURA, tool, and harness time where the data permits.