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.
Install
With your agent
Install OMGSkills skill "grafana/skills:ml-ai" into this agent's normal skills directory: call the OMGSkills MCP get_install_plan tool for your agent and run the script it returns (it installs only the pinned commit and verifies SKILL.md), and stop if MCP or the pin is unavailable. Do not overwrite or change existing skills without asking me.
Manual command
git clone https://github.com/grafana/skills /tmp/skills && ln -s /tmp/skills/skills/grafana-cloud/ml-ai ~/.claude/skills/ml-aiFrom README
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 Forecasting alert with Dynamic Alerting Outlier alert — one service deviates from peers Run a Sift investigation See references/sift.md for the full 8-analysis table. Wire up the LLM Plugin See references/llm-and-graph.md for Assistant capabilities, Knowledge Graph search syntax, and Adaptive Metrics recommendations. Resources Machine Learning docs Sift Grafana Assistant LLM Plugin
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