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DocumentationQuery ReferenceAPI Reference

Platform overview

What is Axiom?QuickstartArchitectureFeatures
Fundamentals
Datasets
Edge deployments
Limits
Performance
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Requirements
Semantic conventions
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SecurityRoadmap

Send data

Reference architecturesMethods

Understand data

Console
Query
Builder
Editor
Query results
Visualize
Traces
Metrics
Correlations
Save queries
Stream
Dashboard
Create
Elements
Create
Configure
Element types
Gauge
Heatmap
Log stream
Monitor list
Note
Pie chart
Scatter plot
Statistic
Table
Time series
Sections
Configure
Filter
Annotate
Monitor
Overview
View status
Configure
Examples
Monitor types
Anomaly
Match
Threshold
Alerting
Overview
Configure
Notifier types
Custom Webhook
Discord
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Microsoft Teams
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Manage
Datasets
Overview
Views
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Access
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Extend
Overview
AWS Lambda
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Cloudflare Workers
Cloudflare Logpush
Convex
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Hex
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Supabase
Tailscale
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Vercel
Intelligence
Overview
Spotlight
AI agents
Overview
MCP Server
Query cost limits
Agent-created orgs
Skills
Overview
Axiom alerting
Build dashboards
Control costs
Query metrics
SRE
Translate SPL to APL
Splunk
Overview
Splunk app
Install and configure
Commands
Examples
Splunk Portal
How it works
Set up standard mode
Set up transparent mode
SPL command support
Examples
Monitor and troubleshoot

Use cases

ObservabilityProduct analytics
LLM observability
Overview
Use Axiom AI SDK
Manual instrumentation
GenAI attributes
Redaction policies

Miscellaneous

LLMs
Overview
List of docs pages
Full docs
Query reference
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Terms of use
Understand data/AI agents

Build dashboards skill

This page explains how to use the Build dashboards skill to give AI coding agents the ability to design and build Axiom dashboards.

The Build dashboards skill turns AI agents into dashboard design experts:

  • Design methodology: Decision-first dashboard design with overview-to-drilldown structure
  • Chart types: Complete reference for statistic, time series, table, pie, log stream, heatmap, and more
  • APL patterns: Golden signal queries, cardinality guardrails, and time-based aggregations
  • Smart filters: Interactive filtering with cascading dropdowns
  • API helpers: Scripts for creating, updating, and validating dashboards via the Axiom API
  • Templates: Pre-built dashboard templates for common use cases

Prerequisites

  • Create an Axiom account.
  • Create a dataset in Axiom where you send your data.
  • Create an API token in Axiom with permissions to ingest data to the dataset you have created.

Install Axiom Skills

Install all Axiom skills at once for Claude Code, Cursor, and other Claude-compatible agents:

npx skills add axiomhq/skills

Configure Axiom credentials

All Axiom Skills share the same credential configuration. Create a configuration file at ~/.axiom.toml:

[deployments.dev]
url = "https://api.axiom.co"
token = "API_TOKEN"
org_id = "ORGANIZATION_ID"
edge_url = "AXIOM_DOMAIN"
Info

Replace API_TOKEN with the Axiom API token you have generated. For added security, store the API token in an environment variable.

Replace ORGANIZATION_ID with your organization ID. For more information, see Determine organization ID.

Replace AXIOM_DOMAIN with the base domain of your edge deployment. For more information, see Edge deployments.

For token creation and scoping guidance, see Token hygiene for AI agents.

Use Build dashboards skill

The Build dashboards skill activates automatically when you ask your AI agent to:

  • Create or design dashboards
  • Migrate Splunk dashboards to Axiom
  • Configure chart types and options
  • Build smart filters for interactive filtering

Example prompts:

  • "Create a service health dashboard for the API"
  • "Build a dashboard with error rate, latency percentiles, and traffic trends"
  • "Add a smart filter dropdown for filtering by environment"
  • "Migrate this Splunk dashboard to Axiom"

Dashboard templates

The Build dashboards skill includes pre-built templates:

TemplateUse case
service-overview.jsonSingle-service on-call dashboard with heatmap
service-overview-with-filters.jsonSingle-service dashboard with smart filter dropdowns
api-health.jsonHTTP API with traffic, errors, and latency
blank.jsonMinimal dashboard skeleton for custom dashboards
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