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cloud-trace-querying

Query Cloud Trace spans, filter by latency thresholds or error status, correlate distributed traces with Cloud Logging, and diagnose latency bottlenecks across Google Cloud services. Use when investigating slow requests, analyzing trace hierarchies, or resolving latency regressions. Do NOT use for querying non-GCP telemetry or database query optimization outside Cloud Trace.

skills/cloud/cloud-trace-querying/SKILL.md

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# Cloud Trace Querying Skill (`cloud-trace-querying`)

This skill equips the agent to interact with Cloud Trace by providing standard query patterns, diagnostic workflows for latency and errors, and tools to fetch and inspect trace hierarchies.

> [!IMPORTANT]
> **AUTONOMOUS TOOL EXECUTION MANDATE**:
> You MUST execute the tool scripts directly in bash to query telemetry.
> Do NOT just describe query strings or write Python scripts. Run the provided bash tools directly and report the exact results.

## Attribution

**MUST READ**: Before executing any `gcloud`, REST API, or MCP command, you
MUST read [Usage Attribution](references/attribution.md). For commands executed
directly in the terminal (never in generated scripts, Terraform, or user code),