Individual skill

ml-ai

Turn on AI + ML features in Grafana Cloud — Grafana Assistant (NL → PromQL/LogQL/TraceQL, dashboard build, incident investigation, MCP integration), Dynamic Alerting (Prophet forecasting + DBSCAN outlier detection), Sift (8-analysis automated root-cause), Knowledge Graph + RCA Workbench, and the LLM Plugin (OpenAI / Anthropic / Azure / Ollama / vLLM / LiteLLM). Use when you want anomaly alerts without static thresholds, natural-language querying, automated incident investigation, dashboards generated from a sentence, or a managed LLM proxy for plugins — even when the user says "alert when something looks weird", "explain this PromQL", "find the root cause", "make this a dashboard", or "wire Claude into Grafana" without naming any of these products.

skills/grafana-cloud/ml-ai/SKILL.md

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# Grafana Cloud AI & ML

> **Docs**: https://grafana.com/docs/grafana-cloud/alerting-and-irm/machine-learning/

ML alerting + automated RCA + LLM-powered Assistant in one Grafana Cloud stack.

## Prerequisites

- Grafana Cloud stack (Pro / Advanced — most features GA, some in preview)
- API token with `plugins:write` for ML / Sift / LLM-plugin endpoints
- For Dynamic Alerting: at least 14 days (ideally 90d) of history for the metric you want to forecast

## Common Workflows
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