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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.