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## Summary <img width="1263" height="883" alt="image" src="https://github.com/user-attachments/assets/98d4f449-1897-4019-a599-846c27df4191" /> <img width="398" height="190" alt="image" src="https://github.com/user-attachments/assets/0138ac02-420d-4f96-b980-74eb41e3c968" /> - Add execution accuracy monitoring with moving averages and Discord alerts - Dashboard visualization for accuracy trends and alert detection - Hourly monitoring for marketplace agents (≥10 executions in 30 days) - Generated API client integration with type-safe models ## Features - **Moving Average Analysis**: 3-day vs 7-day comparison with configurable thresholds - **Discord Notifications**: Hourly alerts for accuracy drops ≥10% - **Dashboard UI**: Real-time trends visualization with alert status - **Type Safety**: Generated API hooks and models throughout - **Error Handling**: Graceful OpenAI configuration handling - **PostgreSQL Optimization**: Window functions for efficient trend queries ## Test plan - [x] Backend accuracy monitoring logic tested with sample data - [x] Frontend components using generated API hooks (no manual fetch) - [x] Discord notification integration working - [x] Admin authentication and authorization working - [x] All formatting and linting checks passing - [x] Error handling for missing OpenAI configuration - [x] Test data available with `test-accuracy-agent-001` 🤖 Generated with [Claude Code](https://claude.ai/code) --------- Co-authored-by: Claude <noreply@anthropic.com>