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feat: implement collaboration scoring enhancements — LLM sampling and human override #232

@Aureliolo

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@Aureliolo

Summary

Collaboration scoring has automated behavioral telemetry. Two enhancements from D3 are not implemented: periodic LLM sampling (1%) for calibration, and human override via API.

Design Spec Reference

  • §8.3 Performance Tracking — D3

Scope

  • Periodic LLM sampling (1% of interactions) for calibration against behavioral metrics
  • Human override via API endpoint
  • Integration with CollaborationScoringStrategy protocol

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    prio:lowNice to have, can deferscope:smallLess than 1 day of workspec:agent-systemDESIGN_SPEC Section 3 - Agent Systemspec:hrDESIGN_SPEC Section 8 - HR & Workforce Managementspec:human-interactionDESIGN_SPEC Section 13 - Human Interaction Layertype:featureNew feature implementation

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