Which frontend frameworks can I use with this skill?

The skill generates renderable code compatible with vanilla HTML/JavaScript, React, and Vue.js.

How does the intent recognition work?

Claude analyzes your data patterns—such as time-series, categorical comparisons, or relational data—to automatically recommend the most effective visualization type.

What chart types does this skill support?

It supports over 20 types, including standard statistical charts (Line, Pie, Bar), relationship charts (Sankey, Venn), and distribution charts (Histogram, Boxplot, Violin).

Can I use this for text-based data summaries?

Yes, the skill includes a specific 'Summary' type for generating narrative insights and structured data-driven reports alongside visualizations.

Is it suitable for real-time data streaming?

Yes, GPT-Vis syntax is designed for token-by-token streaming, allowing charts to render incrementally as the AI generates the response.

AI Chart Visualization & GPT-Vis

Name: AI Chart Visualization & GPT-Vis
Author: antvis

byantvis

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657

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Data Science & ML

Generates and renders interactive data visualizations across 20+ chart types using AI-friendly GPT-Vis syntax for modern web frameworks.

This skill empowers Claude to transform raw data into sophisticated visual insights by identifying user intent and selecting the optimal chart type. Supporting a wide array of visualizations—from standard line and bar charts to complex Sankey diagrams and Treemaps—it generates a concise, Markdown-like syntax that can be seamlessly rendered into HTML, React, or Vue components. It is particularly useful for developers and data analysts who need to build dynamic, AI-generated dashboards or narrative reports with minimal manual coding while maintaining high visual quality via AntV's GPT-Vis engine.

Key Features

01Supports 20+ chart types including statistical, flow, and hierarchical visualizations

02Provides production-ready code snippets for HTML, React, and Vue integrations

03657 GitHub stars

04Generates concise, AI-optimized GPT-Vis syntax for efficient data representation

05Native support for streaming rendering, ideal for real-time AI conversational outputs

06Automatic intent recognition and chart selection based on data characteristics

Use Cases

01Converting raw JSON or CSV data into interactive dashboard components instantly

02Generating automated data insight summaries and narrative reports with embedded visuals

03Building AI-driven data exploration tools that suggest relevant visualizations dynamically

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add antvis/gpt-vis chart-visualization

For use in Claude.ai and ChatGPT

Download Skill