Run a narrated, read-only demo tour of gcx for customer or colleague presentations. Showcases the breadth of gcx across every Grafana Cloud product area — resources, datasources, metrics, logs, traces, SLOs, alerts, synthetic monitoring, IRM, k6, fleet, and more. All commands are strictly read-only. Trigger when the…
(Experimental) End-to-end observability setup for Grafana Cloud using gcx. Covers instrumentation, SLOs, alerting, synthetic monitoring, k6 load testing, IRM on-call, dashboards, cost optimization, and GitOps export. Use when the user wants to set up observability for an application from scratch or run a full…
Manages Grafana Cloud resources via the gcx CLI. Trigger when the user wants to inspect, create, update, delete, query, or automate any Grafana resource - dashboards, datasources, alerts, SLOs, synthetic checks, oncall, incidents, fleet, k6, knowledge graph, or adaptive telemetry.
Generates typed Go stub files and grafana-foundation-sdk builder boilerplate for dashboards and alert rules. Use only when the user explicitly asks for stubs, generated resource skeletons, or builder boilerplate. This is scaffolding only; for designing or creating a usable dashboard with datasource discovery and…
Imports existing Grafana dashboards as Go builder code via gcx. Use when the user wants to convert live dashboards to builder code, migrate dashboards to code, or reverse-engineer a dashboard from a Grafana instance. Triggers on "import dashboard", "convert to code", "dashboard as code", "export dashboard". For…
Investigate Grafana alerts to determine why they are firing, their scope, and impact. Use when the user asks about a specific alert, wants to understand alert behavior, or needs to diagnose why an alert is in a firing or pending state. Trigger on phrases like "why is this alert firing", "investigate this alert", "what…
Manages and inspects existing Grafana dashboards via gcx: list, get, search, audit what a saved dashboard actually contains (its panels and their types, the queries and expressions as saved, which datasource each panel uses, variables and what they are wired to), create or update from an already-authored manifest…
Triages active Grafana OnCall alert groups via gcx - list, inspect, acknowledge, silence, resolve. Use when the user is triaging what is actively paging in Grafana OnCall, or asks about active alert groups, acknowledging or silencing or resolving fires, on-call queue, or "what's paging right now". Trigger on phrases…
Scaffolds a new Go project for managing Grafana resources as code via gcx dev scaffold. Use when the user wants to create a new Grafana resources-as-code project, start a new dashboards-as-code repo, scaffold a gcx project, or asks "how do I get started with gcx". Triggers on phrases like "new project", "scaffold"…
Sets up gcx: installation, context creation, authentication, and connection to a Grafana instance. Covers Grafana Cloud and on-premise deployments, environment variable overrides for CI/CD, default datasource configuration, and troubleshooting connection and authentication problems. Use when installing gcx, connecting…
Checks Grafana SLO health, error budget, and burn rate via gcx, with timeline graphs for trends. Use when the user asks about SLO health, wants an overview of all SLOs, or needs status of a specific SLO. Trigger on phrases like "how are my SLOs doing", "SLO status", "check my SLOs", "is my SLO healthy", "SLO budget"…
Diagnoses breaching Grafana SLOs via gcx - root cause analysis, dimensional breakdown, alert rule correlation, runbook access. Use when a specific SLO is breaching or alerting and the user needs to understand why. Trigger on phrases like "investigate SLO", "why is my SLO breaching", "SLO error budget burning", "SLO…
Creates, updates, syncs, and deletes Grafana SLO definitions via gcx with dry-run validation and GitOps pull/push workflows. Use when the user wants to create, update, pull, push, or delete SLO definitions. Trigger on phrases like "create an SLO", "update SLO objective", "push SLO", "pull SLOs", "delete SLO", or…
Analyzes Grafana SLO timeline trends via gcx and produces data-backed advisory recommendations: objective tuning, alerting sensitivity review, label visibility, or window adjustments. Use when the user wants to analyze SLO performance trends and receive improvement suggestions. Trigger on phrases like "optimize my…
Shows Synthetic Monitoring check health - check inventory, per-check pass/fail status with success rates, and success-rate timelines as terminal graphs. Use when the user asks about Synthetic Monitoring check health, status, or trends. Trigger on phrases like "are my checks healthy", "check status", "synth check"…
Diagnoses why a Synthetic Monitoring check is failing - triages probe failures, classifies failure scope, runs per-probe breakdown, and identifies root cause. Use when the user wants to investigate a failing check. Trigger on phrases like "why is my check failing", "investigate synthetic check", "probe failures"…
Creates, updates, exports, and deletes Synthetic Monitoring checks from YAML definitions via gcx. Use when the user wants to create, update, pull, push, or delete Synthetic Monitoring checks. Trigger on phrases like "create a check", "add a synthetic check", "update check", "pull my SM checks", "push checks", "delete…
Use when the user asks to "write a validator", "add validation", "implement admission control", "write a mutating webhook", "add a mutation handler", "validate incoming resources", "implement admission logic", "add admission webhooks", "write ingress validation", or asks how to validate or mutate resources before they…
Use when starting any grafana-app-sdk work — scaffolding a Grafana app, initializing a Grafana App Platform app, picking a deployment mode (standalone operator / grafana/apps / frontend-only), wiring app-specific config, or onboarding to the SDK. Covers grafana-app-sdk CLI install, project init per deployment mode…
Author CUE kind definitions for grafana-app-sdk apps - schemas, versioning, field constraints, named type definitions, custom routes, and codegen configuration. Scaffolds kinds via grafana-app-sdk project kind add, writes spec/status schemas with type constraints (regex, enum, range), defines #-prefixed named types…
Cut Grafana Cloud Metrics cost by shrinking active-series count with Adaptive Metrics aggregation rules — auto-recommendations from query history, custom exact/regex rules, label-drop config, unused-metric detection, and Alloy remotewrite fallback. Use when investigating a high Mimir/Grafana Cloud bill, hunting…