Agent

Briefing Document: A Hierarchical Taxonomy for Data Agents (L0-L5)

by menpente

AI Summary

A hierarchical taxonomy (L0-L5) for classifying data agents by autonomy level, helping teams clarify capabilities, set expectations, and allocate responsibility in LLM-powered data systems. Useful for architects, product managers, and developers building or evaluating data agents.

Description

https://arxiv.org/pdf/2510.23587

Install

# Add AGENTS.md to your project root
curl -o AGENTS.md "https://raw.githubusercontent.com/menpente/notebook_summaries/main/AI/data_agents.md"

Quality Score

C

Acceptable

70/100

Standard Compliance75
Documentation Quality82
Usefulness78
Maintenance Signal100
Community Signal0
Scored Yesterday

GitHub Signals

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Updated20d ago
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Hosted on GitHub — publicly auditable

Actively Maintained

Last commit 20d ago

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Works With

Claude Code
claude_desktop