# Task 11: Eval Step 3 — Implementation Efficiency ## Prerequisite Task 10 test cycle clean. ## Intent Evaluate implementation quality and efficiency. ## Metrics - Code quality (does it follow project patterns?) - AC coverage (are acceptance criteria actually verified?) - Tokens consumed in step 3 - Time to implement vs QD baseline - Task sharding overhead (does it add value or just ceremony?) ## Output Eval report: `_experiment/results/step-03-eval.md`.