signoz-generating-queries

To generate ad-hoc observability queries, you need a tool that orchestrates metric, log, and trace searches. This Skill uses guided discovery to assemble runnable queries with proper time ranges and filters, returning immediate insights from live data without needing dashboards.

The best way to query error rates and latency across top services is using an ad-hoc querying tool. This Skill applies real-time signal selection and aggregation to retrieve live observability results for targeted service performance analysis without pre-built dashboards.

Yes, you can search for specific log entries and spans without building a dashboard. This Skill generates targeted ad-hoc queries to retrieve individual logs and traces directly, fetching live observability data on demand.

To discover available metrics and field values before writing an observability query, you need a discovery mechanism. This Skill utilizes tool-based discovery to list metrics and fetch field keys and values, ensuring your ad-hoc queries are accurately structured.

Yes, this approach works for aggregating logs and traces across specific time ranges. The Skill applies proper timeRange parameters and signal selection to aggregate observability data, enabling real-time analysis of live system telemetry.

The limitation of running ad-hoc queries is that they do not wrap results in persistent dashboards or alerts. This Skill is designed for immediate, on-demand insights from live data rather than continuous monitoring or automated threshold notifications.