Grafana AI Prompts
51 free, production-ready Grafana AI prompts — copy-paste ready for ChatGPT, Claude, or Cursor. Every prompt ships with fill-in placeholders, a worked example, and production-safety notes, so you get a usable answer on the first try.
- Grafana Advanced
Grafana Alertmanager Datasource & Routing Prompt
Wire an external Alertmanager as a Grafana datasource and design its routing tree, grouping, inhibition, and silences so alerts reach the right receivers without storms.
- Claude
- ChatGPT
- Cursor
Open prompt - Grafana Intermediate
Grafana Annotations & Region Events Prompt
Design Grafana annotations — native, query-driven, and region annotations — to overlay deploys, incidents, and maintenance windows on dashboards via the API and provisioning.
- Claude
- ChatGPT
- Cursor
Open prompt - Grafana Intermediate
Grafana Bar Gauge & Gauge Panel Design Prompt
Design Grafana bar gauge and gauge panels — thresholds, LCD vs basic mode, calculation, and orientation — so single-stat health reads honestly at a glance.
- Claude
- ChatGPT
- Cursor
Open prompt - Grafana Intermediate
Grafana Dashboard JSON Model Review Prompt
Audit a Grafana dashboard's raw JSON model for portability, performance, and correctness — datasource references, variable wiring, refresh, and hidden anti-patterns.
- Claude
- ChatGPT
- Cursor
Open prompt - Grafana Advanced
Grafana Monitoring-Mixin Jsonnet Dashboard Prompt
Build and customize Grafana dashboards as code with monitoring-mixins and Jsonnet — grafonnet libraries, jsonnet-bundler vendoring, and rendering to importable JSON.
- Claude
- ChatGPT
- Cursor
Open prompt - Grafana Advanced
Grafana Prometheus Datasource Design Prompt
Configure and tune a Grafana Prometheus datasource — scrape interval alignment, query timeouts, exemplars, HTTP method, and recording-rule-aware panels — provisioned as YAML.
- Claude
- ChatGPT
- Cursor
Open prompt - Grafana Advanced
Grafana Dashboard Optimization with Recording Rules Prompt
Speed up slow Grafana dashboards by moving heavy PromQL into Prometheus recording rules, rewriting panels to read recorded series, and validating the load reduction.
- Claude
- ChatGPT
- Cursor
Open prompt - Grafana Advanced
Grafana Tempo TraceQL Panel Design Prompt
Design Grafana panels on Tempo using TraceQL — span-filtered trace search, service latency from span metrics, and traces→logs/metrics correlation — that stay within Tempo's query limits.
- Claude
- ChatGPT
- Cursor
Open prompt - Grafana Advanced
Grafana Legacy-to-Unified Alerting Migration Prompt
Plan and execute a migration from Grafana legacy dashboard alerts to unified alerting — rule translation, contact points, notification policies, and a safe rollback path.
- Claude
- ChatGPT
- Cursor
Open prompt - Grafana Advanced
Grafana Histogram & Heatmap Panel Design Prompt
Design latency distribution panels in Grafana using the heatmap and histogram panels over Prometheus native or classic histograms, with correct bucketing and color scaling.
- Claude
- ChatGPT
- Cursor
Open prompt - Grafana Intermediate
Grafana Service Account & Token Management Prompt
Migrate legacy Grafana API keys to service accounts, scope roles least-privilege, rotate tokens, and provision service accounts as code.
- Claude
- ChatGPT
- Cursor
Open prompt - Grafana Advanced
Grafana SLO Burn-Rate Dashboard Design Prompt
Design a multi-window, multi-burn-rate SLO dashboard in Grafana with error-budget panels, fast/slow burn alert rules, and Prometheus recording rules.
- Claude
- ChatGPT
- Cursor
Open prompt - Grafana Advanced
Grafana Alert Rules Provisioning YAML Prompt
Provision Grafana unified alerting rules as code via /etc/grafana/provisioning/alerting so alert groups, thresholds, and notification routing are reproducible and drift-free.
- Claude
- ChatGPT
- Cursor
Open prompt - Grafana Advanced
Grafana Loki LogQL Panel Design Prompt
Design Grafana panels backed by Loki LogQL — log volume, error-rate, and extracted-metric panels — that stay fast by filtering on stream labels before parsing.
- Claude
- ChatGPT
- Cursor
Open prompt - Grafana Intermediate
Grafana Chained Template Variables Prompt
Design Grafana dashboard template variables that chain (query → query → panel) so region, cluster, namespace, and pod filters cascade correctly without slow or broken dropdowns.
- Claude
- ChatGPT
- Cursor
Open prompt - Grafana Beginner
Grafana Ad-hoc Filters Variable Prompt
Add an ad-hoc filters template variable so viewers can dynamically filter dashboards by any label without editing queries.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Alert Silences and Mute Timings Prompt
Suppress Grafana alert noise during maintenance and off-hours using silences and mute timings without dropping real incidents.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Alerting Notification Templates Prompt
Author custom Grafana alert notification message templates with Go templating for contact points (Slack, email, PagerDuty).
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Azure Monitor Data Source Design Prompt
Design a Grafana Azure Monitor data source covering metrics, Log Analytics (KQL), and Resource Graph queries with least-privilege auth.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Business KPI Dashboard Design Prompt
Design an executive/business KPI dashboard in Grafana with stat panels, trend sparklines, thresholds, and period-over-period comparisons.
- Claude
- ChatGPT
Open prompt - Grafana Advanced
Grafana Canvas Panel Design Prompt
Build a Grafana Canvas panel for custom diagrams and topology with elements bound to live metric data and thresholds.
- Claude
- ChatGPT
Open prompt - Grafana Advanced
Grafana CloudWatch Data Source Design Prompt
Design the Grafana CloudWatch data source for metrics, Logs Insights, and cross-account observability with least-privilege IAM.
- Claude
- ChatGPT
Open prompt - Grafana Advanced
Grafana Dashboard Migration Between Orgs Prompt
Migrate dashboards and folders between Grafana orgs or instances safely — remapping data source UIDs, folders, and preserving links.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Data Links and Drilldowns Prompt
Wire Grafana data links and drilldowns so panels jump to related dashboards, Explore, or external tools carrying filter context.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Data Source Provisioning YAML Prompt
Provision Grafana data sources as code with provisioning YAML in /etc/grafana/provisioning/datasources for reproducible, secret-safe config.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Elasticsearch Data Source Design Prompt
Design a Grafana Elasticsearch data source and query pipeline — index patterns, bucket/metric aggregations, log level fields, and template variables.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Enterprise Reporting PDF Prompt
Configure scheduled PDF reports in Grafana Enterprise, delivering dashboards to stakeholders via email on a cadence.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Exemplars Metrics to Traces Prompt
Configure Prometheus exemplars in Grafana so a metric spike links directly to the exact trace that caused it.
- Claude
- ChatGPT
Open prompt - Grafana Beginner
Grafana Explore Split View Workflow Prompt
Use Grafana Explore split view to correlate metrics, logs, and traces ad hoc during an incident without building a dashboard.
- Claude
- ChatGPT
Open prompt - Grafana Advanced
Grafana Folder Governance At Scale Prompt
Design Grafana folder structure, RBAC, and provisioning governance so dashboards stay organized and permissions scale.
- Claude
- ChatGPT
Open prompt - Grafana Advanced
Grafana Generic OAuth Proxy Auth Prompt
Configure Grafana Generic OAuth SSO or auth proxy against any OIDC provider, with role mapping and secure token handling.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Geomap Panel Design Prompt
Design a Grafana Geomap panel to plot geospatial metrics with markers, heatmaps, and layers driven by lat/lon or geohash fields.
- Claude
- ChatGPT
Open prompt - Grafana Advanced
Grafana Grizzly Dashboards as Code Prompt
Manage Grafana dashboards, folders, and alert rules as code with Grizzly (grr) using a kubectl-style apply/diff workflow.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Image Renderer Setup Prompt
Set up the Grafana image renderer as a plugin or remote service for panel image rendering, alert images, and PDF reports.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Incident Timeline Dashboard Prompt
Build a single-pane incident timeline dashboard in Grafana correlating annotations, deploys, alerts, and key signals on one shared time axis.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Infinity (JSON/CSV/GraphQL/REST) Data Source Prompt
Use the Grafana Infinity plugin to visualize JSON, CSV, GraphQL, and REST API data with root selectors, column parsing, and auth.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana InfluxDB (Flux/InfluxQL) Data Source Prompt
Configure a Grafana InfluxDB data source with both Flux and InfluxQL, choosing the right query language per version and building efficient panels.
- Claude
- ChatGPT
Open prompt - Grafana Advanced
Grafana LDAP Auth Mapping Prompt
Configure Grafana LDAP authentication with org membership and role mapping from directory groups, including Active Directory.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Library Panels Reuse Prompt
Design reusable Grafana library panels shared across many dashboards so one edit propagates everywhere without copy-paste drift.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Node Graph Service Map Prompt
Build a Grafana Node graph panel that renders service dependency maps from tracing or metrics data with health-coded edges.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana PagerDuty/Opsgenie Contact Point Prompt
Configure Grafana Alerting contact points for PagerDuty and Opsgenie with notification policies, routing by label, and severity mapping.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Public Dashboards Secure Sharing Prompt
Enable Grafana public dashboards for safe external sharing while controlling data exposure, caching, and access scope.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Query Caching Enterprise Prompt
Configure Grafana Enterprise query caching to cut data source load and speed dashboards, with per-data-source TTLs and Redis backend.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana SQL Data Source (Postgres/MySQL) Dashboards Prompt
Build Grafana dashboards on Postgres or MySQL data sources using SQL macros ($__timeFilter, $__timeGroup) for time series and tables.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana State Timeline and Status History Prompt
Design Grafana State timeline and Status history panels to visualize discrete states like up/down, deploy phases, and health over time.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Synthetic Monitoring Checks Prompt
Design Grafana Synthetic Monitoring checks (HTTP, ping, DNS, traceroute, k6 browser) with probe locations, assertions, and SLO alerting.
- Claude
- ChatGPT
Open prompt - Grafana Intermediate
Grafana Table Panel Transformations Prompt
Shape Grafana table panels with transformations — join, organize, group-by, and calculations — to turn raw query frames into readable tables.
- Claude
- ChatGPT
Open prompt - Grafana Advanced
Grafana Team Sync External Groups Prompt
Map external IdP groups (LDAP/SAML/OAuth) to Grafana teams with team sync so membership and permissions stay automatic.
- Claude
- ChatGPT
Open prompt - Grafana Advanced
Grafana Terraform Provider Dashboards Prompt
Manage Grafana dashboards, folders, and alerts as code using the Terraform grafana provider with stable UIDs and state.
- Claude
- ChatGPT
Open prompt - Grafana Advanced
Grafana Usage Insights & Analytics Prompt
Use Grafana Enterprise Usage Insights to find unused dashboards, heavy data sources, and slow queries, then act on the analytics.
- Claude
- ChatGPT
Open prompt - Grafana Beginner
Grafana Value Mappings and Thresholds Prompt
Configure Grafana value mappings, thresholds, and color schemes so panels turn raw numbers into clear, consistent status signals.
- Claude
- ChatGPT
Open prompt
About these Grafana AI prompts
This is a free, curated collection of Grafana AI prompts for DevOps and platform engineers — prompt templates that turn Claude, ChatGPT, or Cursor into a focused Grafana assistant. Instead of re-explaining your setup every time, each prompt has fill-in placeholders, a realistic worked example, and explicit safety and back-out notes, so it's safe to use against production Grafana.
Browse all 51 above, or explore the wider Grafana prompts and troubleshooting guides, the full DevOps AI prompt library, and run or compare any prompt live in the Prompt Workspace. Hit a production issue instead? Try the free Incident Assistant.