Summary
Data models for LLM call categorization (LLMCallCategory, CategoryBreakdown, OrchestrationRatio, CostRecord.call_category) exist, but runtime categorization logic (automatic tagging of calls as productive/coordination/system during multi-agent execution) is not implemented.
Design Spec Reference
- §10.5 M4: Call Categorization + Orchestration Ratio — current state note
Scope
- Automatic tagging of
CostRecord.call_category during execution
- Classification rules: direct task work = productive, inter-agent communication = coordination, framework overhead = system
- Integration with
AgentEngine and multi-agent coordination layer
Summary
Data models for LLM call categorization (
LLMCallCategory,CategoryBreakdown,OrchestrationRatio,CostRecord.call_category) exist, but runtime categorization logic (automatic tagging of calls as productive/coordination/system during multi-agent execution) is not implemented.Design Spec Reference
Scope
CostRecord.call_categoryduring executionAgentEngineand multi-agent coordination layer