observability-aiops
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Description
Use this skill whenever the user needs to operate a self-hosted observability stack on Prometheus (HTTP API + PromQL), Alertmanager, Grafana, or Grafana Loki (logs) — a one-shot overview, PromQL instant/range queries, label + series metadata, scrape-target health (up/down + why) and dropped targets, recording/alerting rule health, firing/pending alerts, Alertmanager alerts + silences, Grafana dashboards/datasources/folders, bounded Loki LogQL log reads (labels, query, error-tail), five flagship analyses (firing-alert RCA, target-scrape-health, alert-noise/flap, log-error-burst RCA, log-volume/cardinality) plus an alert->log cross-signal, and guarded writes (create/expire silence, create annotation, update/delete dashboard, reload Prometheus config). Always use this skill for "Prometheus", "PromQL", "Alertmanager", "Grafana", "Loki", "LogQL", "logs", "which targets are down", "scrape failing", "why is this alert firing", "root cause this alert", "firing alerts", "silence this alert", "noisy alerts", "alert flapping", "recording rule", "alerting rule", "dashboard", "datasource health", "reload prometheus config", "TSDB cardinality", "error burst", "log volume", "log cardinality", "tail errors" when the context is a self-hosted metrics/logs/observability stack. Do NOT use when the target is something other than a Prometheus/Grafana observability stack (a hypervisor, storage appliance, backup product, container-orchestrator control plane, network device config, or OT/industrial equipment) — route those to the appropriate other AIops-tools skill. Hosted/SaaS monitoring suites (Datadog, New Relic, enterprise NMS) are out of scope. Governed observability operations with a built-in governance harness (audit, policy, token budget, undo, risk-tiers). Beyond the mock suite, the Prometheus/Alertmanager/Grafana surfaces have been exercised against a live Prometheus 3.x + Alertmanager + Grafana 13 stack (RCAs, governed writes, undo); the Loki surface has not (see docs/VERIFICATION.md).
Install observability-aiops
Run this in your OpenClaw agent to add observability-aiops from the ClawHub registry.
openclaw skills install observability-aiopsRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
Community Verified
Reviewed by the ClawHub community.
Community Reviews
Real user ratings only — separate from the editorial assessment and ClawHub signal.
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Related skills
Frequently asked questions
Is observability-aiops safe to install?
observability-aiops has a SkillsReview security score of 50/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does observability-aiops cost?
observability-aiops is free to install for OpenClaw via ClawHub.
What are the best alternatives to observability-aiops?
You can compare observability-aiops side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install observability-aiops?
Install observability-aiops from ClawHub at clawhub.ai/skills/observability-aiops, or use the install action on this page to copy the command for your OpenClaw agent.
Community Signal
Historical movement
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