- 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>
Add ReAct and OpenHands agents, WebSearch and CodeInterpreter tools,
full MCP protocol layer (server/client/transport), Gemini cloud engine
support, 12 new model specs (4 local MoE + 8 cloud), trace system,
and comprehensive test coverage across all dimensions (hardware, engine,
memory, agents, tools, MCP, integration).
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
