{"slug":"microsoftdocs-azure-iot-operations","source_name":"microsoftdocs/azure-iot-operations","name":"Microsoftdocs/Azure Iot Operations","description":"Expert knowledge for Azure IoT Operations development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building MQTT data flows, OPC UA integrations, WASM transforms, ONNX edge inference, or ISA‑95 namespaces, and other Azure IoT Operations related development tasks. Not for Azure IoT (use azure-iot), Azure IoT Hub (use azure-iot-hub), Azure IoT Edge (use ","version":3,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":36.4,"total_cases":22,"passed_cases":8,"tokens_delta_pct":181.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-17T07:55:29.048801+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":36.4,"without_pass_pct":31.8,"tokens_delta_pct":181.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":14,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-17T07:55:29.048801+00:00","run_id":"d0de0b6d-55bd-4c16-8bbe-05c2c8c3fe27","version_number":2,"is_latest_version":false,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":"CC-BY-4.0","install_count":0,"manifest_hash":"577b2efe8fcf8ca58ac5777012692d3333b07f418eff90a73bb15c4d8ca13b2e","raw_url":"https://app.decimal.ai/s/microsoftdocs-azure-iot-operations/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/microsoftdocs-azure-iot-operations"}