claude

diagnostics

Query trace analysis and multi-signal investigation tools

63 on GitHubby VictoriaMetricsv1.3.0Apache-2.0updated yesterday
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Plugin diagnostics from marketplace victoriametrics-tools in VictoriaMetrics/skills. Commands read from the repo's manifest — today.

What it installs

Skills (5)

  • investigating-with-observability

    Use when investigating issues, debugging problems for applications, or responding to alerts in the Kubernetes cluster using VictoriaMetrics, VictoriaLogs, or VictoriaTraces.

  • stream-aggregation-helper

    Design VictoriaMetrics stream aggregation rules to reduce cardinality, sample frequency, or query load. Use whenever the user wants to apply, plan, or troubleshoot stream aggregation (`-streamAggr.config`, `-remoteWrite.streamAggr.config`), asks how to aggregate a high-cardinality metric, mentions d

  • victoriametrics-cardinality-analysis

    Analyze VictoriaMetrics time series cardinality to find optimization opportunities — unused metrics, high-cardinality labels, problematic label values, histogram bloat. Produces actionable report with relabeling and stream aggregation recommendations. Use whenever the user mentions cardinality analy

  • victoriametrics-unused-metrics-analysis

    Find unused and rarely-queried metrics in VictoriaMetrics using the metric_names_stats API, then suggest optimization actions (drop rules, relabel configs). Use this skill when the user wants to find unused metrics, identify wasted storage, optimize metric ingestion, reduce cardinality by dropping u

  • vm-trace-analyzer

    Analyze VictoriaMetrics query trace JSON to diagnose slow queries and produce a structured performance report with time breakdown, bottleneck analysis, and optimization recommendations. ALWAYS use this skill when: (1) the user mentions a VictoriaMetrics or VM trace, query trace, or trace JSON, (2) t

View source on GitHub victoriametrics.com

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