aod-diagnostics-and-tooling

What problem does it solve?

This Skill provides diagnostics tools for monitoring and interpreting the performance of the Area Occupancy Detection system in Home Assistant, helping users identify and address issues in their setups.

Core Features & Use Cases

• Diagnostics Export: Access detailed diagnostic information on integration version, configuration version, areas, sensors, and health issues.
• Health Checks: Run structured anomaly detection on sensor health, correlation failures, and other potential issues.
• Debug Log Interpretation: Guide on interpreting the hourly analysis pipeline and sensor health logs for debugging purposes.
• Simulator: Simulate occupancy scenarios to compare predicted probabilities against real-time sensor data.
• Scripts: Provide read-only scripts for accessing the database schema and learning priors.
• Use Case: A user might use this Skill to diagnose a problem where their area occupancy sensors are reporting false positives. They can use the Health Checks to identify potential sensor issues, the Simulator to validate their understanding of sensor readings, and the Scripts to directly inspect the database.

Quick Start

Use the 'aod-diagnostics-and-tooling' skill to download and inspect the diagnostics report for the Area Occupancy Detection integration.