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- Add StepTypeStats dataclass with full descriptive statistics per step type (count, avg/median/min/max/std duration, total energy, and avg/median/min/max/std input/output tokens) - Add total_energy_joules, total_generate_energy_joules, and step_type_stats fields to TraceSummary - Compute per-step-type aggregations in summary() method - Add 3 tests covering energy totals, step-type stats, and dataclass fields Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>