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feat: implement collaboration scoring enhancements — LLM sampling and human override #232
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prio:lowNice to have, can deferNice to have, can deferscope:smallLess than 1 day of workLess than 1 day of workspec:agent-systemDESIGN_SPEC Section 3 - Agent SystemDESIGN_SPEC Section 3 - Agent Systemspec:hrDESIGN_SPEC Section 8 - HR & Workforce ManagementDESIGN_SPEC Section 8 - HR & Workforce Managementspec:human-interactionDESIGN_SPEC Section 13 - Human Interaction LayerDESIGN_SPEC Section 13 - Human Interaction Layertype:featureNew feature implementationNew feature implementation
Description
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
CollaborationScoringStrategyprotocol
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prio:lowNice to have, can deferNice to have, can deferscope:smallLess than 1 day of workLess than 1 day of workspec:agent-systemDESIGN_SPEC Section 3 - Agent SystemDESIGN_SPEC Section 3 - Agent Systemspec:hrDESIGN_SPEC Section 8 - HR & Workforce ManagementDESIGN_SPEC Section 8 - HR & Workforce Managementspec:human-interactionDESIGN_SPEC Section 13 - Human Interaction LayerDESIGN_SPEC Section 13 - Human Interaction Layertype:featureNew feature implementationNew feature implementation