research-visualizer

Convert Agent-Native Research Artifacts into interactive HTML files.

594|52|Updated Mar 27, 2026
One-click install
npx skills add https://github.com/ARA-Labs/Agent-Native-Research-Artifact --skill research-visualizer-ara-labs
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-visualizer
Source: https://github.com/ARA-Labs/Agent-Native-Research-Artifact/tree/main/skills/research-visualizer
Command: npx skills add https://github.com/ARA-Labs/Agent-Native-Research-Artifact --skill research-visualizer-ara-labs

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires ara-commons, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

The research-visualizer Skill converts complex Agent-Native Research Artifacts (ARA) into interactive HTML files, providing a clear, step-by-step view of the AI scientist's research process.

Core Features & Use Cases

  • Trajectory Visualization: Render an ARA into an interactive HTML file showing the research process, including exploration tree, narrative, and results.
  • Read-only Consumer: Provides a read-only view of the ARA, ensuring that the original research process remains unaltered.
  • Use Case: Visualize the steps taken by an AI agent during its research process, from problem framing to final results, in a human-readable format.

Quick Start

To visualize the research trajectory, run the research-visualizer skill on an existing ARA file, specifying the path to the ARA directory as an argument:

npx research-visualizer --input path/to/ara

Frequently Asked Questions about research-visualizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I visualize an AI research trajectory as an interactive HTML file?

To visualize a research trajectory, run the research-visualizer skill on an Agent-Native Research Artifact (ARA) directory to parse exploration trees and metadata, generating an interactive HTML file. This provides a clear, step-by-step view of the AI research process.

What is an Agent-Native Research Artifact (ARA) exploration tree?

An ARA exploration tree is a structured research artifact that maps the steps taken by an AI agent during its research process. The visualizer parses this data to render a human-readable narrative showing the trajectory from problem framing to final results.

Does visualizing an ARA file alter the original research process data?

Visualizing an ARA file does not alter the original research data because the skill provides a read-only consumer view. It parses the exploration tree and associated metadata to generate an interactive HTML representation while keeping the source artifacts unaltered.

Can I use research-visualizer to parse ARA files without associated metadata?

The research-visualizer requires parsing and processing ARA files that include exploration trees and associated metadata to function correctly. Generating the user-friendly HTML representation depends on having this complete research trajectory data available in the input directory.

Do I need the ara-commons dependency to generate interactive research HTML files?

Yes, the research-visualizer depends on the ara-commons module to parse Agent-Native Research Artifacts and generate interactive HTML files. This dependency is required to process the exploration trees and render the step-by-step research visualization.