diagnostics
claudeQuery trace analysis and multi-signal investigation tools
5 skills
Query metrics, logs, traces, and alerts across the VictoriaMetrics stack
Plugin query from marketplace victoriametrics-tools in VictoriaMetrics/skills. Commands read from the repo's manifest — today.
alertmanager-queryQuery AlertManager via curl using the v2 API. Use when listing active/silenced alerts, creating/managing silences, or checking alert inhibition state. Triggers on: alertmanager, silences, silence alerts, alert filters, alert inhibition, alertmanager API, create silence, delete silence.
victorialogs-queryQuery VictoriaLogs via curl. Use when searching logs with LogsQL, running log stats queries, discovering log fields/streams, analyzing log hit patterns, or exploring log facets. Triggers on: log queries, LogsQL, log search, log stats, field discovery, stream discovery, log facets, log hits, log fiel
victoriametrics-queryQuery VictoriaMetrics metrics via curl. Use when running PromQL/MetricsQL queries, discovering metrics/labels, checking alerts and rules, inspecting TSDB status, exporting raw data, checking metric usage statistics, or debugging relabeling/downsampling/retention configs. Triggers on: metric queries,
victoriatraces-queryQuery VictoriaTraces via curl using the Jaeger-compatible API. Use when discovering traced services and operations, searching traces by service/operation/duration/tags, retrieving traces by ID, or mapping service dependencies. Triggers on: trace queries, span search, trace ID lookup, service discove
Query trace analysis and multi-signal investigation tools
5 skills
Configure, operate, tune, and review VictoriaMetrics Anomaly Detection
5 skills
Look up VictoriaMetrics documentation before naming a flag, an API path or a query construct
1 skill
End-to-end SLO/SLI/error-budget discipline per Google SRE Workbook. Ships SLO designer (refuses to render without required fields), error-budget calculator with multi-window burn-rate alert thresholds (PromQL-shaped), and SLO reviewer that catches the 7 common bugs. 4 references on principles + SLI design + error budget math + composition with feature-flags-architect/chaos-engineering/kubernetes-operator. Asset templates for SLO YAML and error budget policy. /slo-design slash command. NOT a generic observability skill.
1 skill
Skills for core Grafana concepts — dashboards, panels, PromQL, visualization, alerting, Alloy, Beyla, and OpenTelemetry
53 skills
Operate the observability stack that deploys as one unit: Prometheus scrape configuration, recording and alerting rules, relabeling, retention, and high availability; OpenTelemetry Collector pipelines (receivers, processors, exporters, sampling, trace/span correlation); and Loki ingest, LogQL, retention, and label design — with a bundled read-only telemetry-check script for Prometheus rule sanity and scrape-target reachability. Use when running, tuning, or troubleshooting a Prometheus, OpenTelemetry Collector, or Loki deployment, or reviewing the collection/ingest/retention layer, including bounded PromQL and LogQL query construction, semantic review, and no-data diagnosis. Do not use for observability strategy, SLI/SLO design, or paging policy (that is platform-engineering), Grafana dashboards, panels, and Grafana-side alerting (that is grafana), or Tempo/tracing operations, which remain deferred to a future named-tool skill.
194 skills
Query and investigate traces, logs, and metrics from an OpenSearch-based observability stack using PPL and PromQL
9 skills
Grafana observability platform: dashboards, query languages (PromQL, MetricsQL, LogsQL), alerting, provisioning, and data visualization discipline
7 skills
Install a local, Docker-free OTLP observability stack (OpenTelemetry → Vector → JSONL, optionally VictoriaLogs + VictoriaMetrics) into a project and instrument the code, with a scan-and-propose step for domain-appropriate spans and metrics — then query that telemetry as a development feedback signal (observability-query skill, status --json contract, scripted end-to-end verify).
2 skills
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