Does it support complex data types?

Yes, it handles dotted field notation and provides guidance on using bracket notation and tostring() conversions for complex or nested structures.

What do I need to use the Axiom Dataset Explorer skill?

You need the Axiom CLI installed and authenticated on your system to allow Claude to execute queries against your datasets.

Is this skill suitable for production monitoring?

While excellent for discovery, it uses search operations which can be resource-intensive. It is best used to identify patterns that you can then turn into optimized, permanent production queries.

Can this skill handle OpenTelemetry (OTel) data?

Yes, it specifically identifies OTel trace IDs, spans, and attributes, providing guidance on correct field mapping for services and custom attributes.

Axiom Dataset Explorer

Name: Axiom Dataset Explorer
Author: axiomhq

byaxiomhq

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分析と監視

Analyzes Axiom datasets to uncover schemas, event volumes, data patterns, and error distributions using the Axiom CLI.

The Axiom Dataset Explorer skill enables Claude to systematically investigate data stored in Axiom. It automates the discovery process by identifying field schemas (including complex OTel trace mappings), sampling event data, calculating volume trends, and performing statistical analysis on categorical and numerical fields. Whether you are debugging a new system or looking for specific error patterns, this skill provides a structured protocol to understand the structure and health of your logs and metrics without requiring manual query construction.

主な機能

0154 GitHub stars

02Volume and freshness analysis to identify collection gaps and event trends

03Automated schema discovery with support for dotted fields and OTel trace mappings

04Statistical profiling of categorical fields and numerical distributions

05Standardized summary reporting including purpose, key dimensions, and recommended queries

06Pattern-based error detection and exception hunting within datasets

ユースケース

01Optimizing queries by identifying high-cardinality fields and actual data types

02Onboarding onto a new project with unfamiliar logging structures

03Investigating service health by analyzing status code distributions and error rates

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add axiomhq/cli explore-dataset

For use in Claude.ai and ChatGPT

Download Skill