Grafana

Analytics

Neotask turns Grafana into a conversational observability command center - query dashboards, investigate incidents, and manage on-call across 60+ datasources.

• Query Prometheus, Loki, ClickHouse, CloudWatch, and Elasticsearch without writing PromQL or LogQL
• Investigate incidents, manage alert rules, and coordinate on-call rotations from chat
• Search dashboards, run panel queries, and generate deep links to share findings instantly

What You Can Do

Neotask gives your team conversational control over your entire Grafana observability stack. With 65+ actions spanning dashboards, metrics, logs, incidents, alerting, and on-call, you manage reliability without clicking through panels.

Category	Capabilities
Dashboards	Search dashboards, get by UID, update, get panel queries, run panel queries, get properties, get summaries
Prometheus	Query metrics, list metric names/metadata, list label names/values, query histograms
Loki	Query logs, list label names/values, query stats, query patterns
ClickHouse	List tables, describe tables, query data
CloudWatch	List namespaces, list metrics, list dimensions, query data
Elasticsearch	Search logs, query data
Incidents	List incidents, create incidents, add activity, get incident details
Alerting	Manage alert rules, manage notification routing
On-Call	List schedules, get shifts, get current on-call users, list teams, list users, list alert groups, get alert group
Sift	Get investigations, get analysis, list investigations
Profiling	List Pyroscope labels, list profile types, fetch profiles
Annotations	Get, create, update annotations, get annotation tags
Access Control	List teams, list users, list roles, get role details, get assignments, get permissions

Every action runs autonomously or requires your approval - you decide.

Try Asking

• "What's the p99 latency for the checkout service over the last hour?"
• "Search Loki logs for error patterns in the payments namespace"
• "Create an incident for the elevated error rate in production"
• "Who's on-call for the platform team right now?"
• "Show me the CloudWatch CPU metrics for our RDS instances"
• "Find slow requests in the API gateway traces"
• "Run the query from the 'Revenue Dashboard' latency panel for the last 24 hours"
• "List all alert groups that fired this week"

Pro Tips

• Start with dashboard search to find existing panels, then run their queries with different time ranges - no need to rebuild queries from scratch.
• Use Sift investigations to get AI-powered root cause analysis before digging into raw metrics.
• Combine Prometheus queries with Loki log searches to correlate metric spikes with error messages.
• Generate deep links to share specific dashboard views with teammates during incidents.
• Use annotation creation to mark deployments, incidents, or configuration changes on your dashboards.
• Profile with Pyroscope when you find slow endpoints - CPU and memory profiles pinpoint the exact bottleneck.

Plans

Works Well With

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