A specialized AI coding skill for generating spec-compliant AntV G2 v5 data visualizations.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install antv-g2-chart
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install antv-g2-chart using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is AntV G2 v5 Chart Generator?
The AntV G2 v5 Chart Generator is a technical skill designed for AI coding agents to produce high-quality charting code. Built on the grammar of graphics, this tool ensures that developers can generate bar charts, scatter plots, area charts, and complex multi-layer views using the modern Spec Mode API. By integrating with Openclaw Skills, developers avoid legacy V4 syntax errors and gain access to a streamlined workflow for professional data presentation.
This skill prioritizes the core constraints of G2 v5, such as mandatory container definitions and the singular use of chart.options to prevent configuration overwrites. It provides a robust framework for mapping data fields to visual channels like color, size, and position, making it an essential part of any developer's toolkit when working with Openclaw Skills.
AntV G2 v5 Chart Generator Use Cases
- Creating responsive dashboards with auto-fitting AntV G2 v5 components.
- Generating statistical distribution charts like boxplots and histograms from raw datasets.
- Building complex relationship visualizations such as Sankey diagrams and chord charts.
- Visualizing financial data using K-line charts and candlestick patterns with Openclaw Skills.
- Rapidly prototyping multi-mark visualizations like line-and-point overlays.
How AntV G2 v5 Chart Generator Works
- Parse the user's data and visualization intent to identify necessary marks and channels.
- Initialize the G2 Chart instance with a mandatory container and optional dimensions.
- Configure data transforms using fold or filter to align raw inputs with G2 requirements.
- Build the spec-based chart configuration using the singular chart.options method.
- Apply visual encodings, coordinate systems, and styles as defined in the Openclaw Skills logic.
- Finalize the chart by invoking the render method to generate the browser-ready visualization.
AntV G2 v5 Chart Generator Setup
To integrate this functionality into your project, ensure you have the G2 library installed:
npm install @antv/g2
Once installed, you can leverage the skill through your AI agent's Openclaw Skills interface by providing data and chart descriptions.
AntV G2 v5 Chart Generator Data Schema & Taxonomy
The skill organizes chart configurations into a structured metadata taxonomy:
| Key | Description | Requirement |
|---|---|---|
| container | The ID of the DOM element to render into | Required |
| type | The mark type (e.g., 'interval', 'line', 'area') | Required |
| data | The source data array or transform object | Required |
| encode | Mapping data fields to x, y, color, or size | Required |
| transform | Array of mark-level transforms like 'stackY' | Optional |
| labels | Array of label configurations (plural form only) | Optional |
AntV G2 v5 Chart Generator Advanced Features
- Multi-mark layering using the children array within a view type.
- Sophisticated data folding to handle wide-table to long-table conversions automatically.
- Interaction configuration including brushing, zooming, and custom tooltips via Openclaw Skills.
- Support for specialized coordinate systems such as polar, helix, and parallel coordinates.
- Built-in theme application for consistent visual styles across different chart types.
SKILL.md
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