Infographic Creator logo

Infographic Creator

Organization
antvis
infographic-creator

Create beautiful infographics based on given text content. Use when users request to create infographics.

Overview

Publisherantvis
Repositorychart-visualization-skills
Skill nameinfographic-creator
Stars
494
Forks
38
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by antvis on GitHub. Read the source before you install it.

Installation

Install the Infographic Creator AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/antvis/chart-visualization-skills.git /tmp/chart-visualization-skills
mkdir -p .claude/skills
cp -r /tmp/chart-visualization-skills/skills/infographic-creator .claude/skills/infographic-creator
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Infographic Creator in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Infographic Creator on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Infographic Creator is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Infographics convert data, information, and knowledge into perceptible visual language. They combine visual design with data visualization, compressing complex information with intuitive symbols to help audiences quickly understand and remember key points.

Infographic = Information Structure + Visual Expression

This task uses AntV Infographic to create visual infographics.

Before starting the task, you need to understand the AntV Infographic syntax specifications, including template list, data structure, themes, etc.

Specifications

AntV Infographic Syntax

AntV Infographic syntax is a custom DSL used to describe infographic rendering configurations. It uses indentation to describe information, has strong robustness, and is convenient for AI streaming output and infographic rendering. It mainly contains the following information:

  1. template: Use templates to express the text information structure.
  2. data: Infographic data, including title, desc, data items, etc. Data items typically contain fields such as label, desc, icon, etc.
  3. theme: Theme contains style configurations such as palette, font, etc.

For example:

plain
infographic list-row-horizontal-icon-arrow
data
  title Title
  desc Description
  lists
    - label Label
      value 12.5
      desc Explanation
      icon document text
theme
  palette #3b82f6 #8b5cf6 #f97316

Syntax Specifications

  • The first line must be infographic <template-name>, template selected from the list below (see "Available Templates" section).

  • Use data / theme blocks, with two-space indentation within blocks.

  • Key-value pairs use "key space value"; arrays use - as entry prefix.

  • icon uses icon keywords (e.g., star fill).

  • data should contain title/desc + template-specific main data field (not necessarily items).

  • Main data field selection (use only one, avoid mixing):

    • list-*lists
    • sequence-*sequences (optional order asc|desc)
    • compare-*compares (supports children for grouped comparisons), can contain multiple comparison items
    • hierarchy-structureitems (each item corresponds to an independent hierarchy, each level can contain sub-items, can be nested up to 3 levels)
    • hierarchy-* → single root (tree structure, nested through children);
    • relation-*nodes + relations; simple relation diagrams can omit nodes, using arrow syntax in relations
    • chart-*values (numeric statistics, optional category)
    • Use items as fallback when uncertain
  • compare-binary-* / compare-hierarchy-left-right-* binary templates: must have two root nodes, all comparison items hang under these two root nodes' children

  • hierarchy-*: use single root, nested through children (do not repeat root)

  • theme is used to customize themes (palette, font, etc.) For example: dark theme + custom color scheme

    plain
    infographic list-row-horizontal-icon-arrow
    theme dark
      palette
        - #61DDAA
        - #F6BD16
        - #F08BB4
  • Use theme.base.text.font-family to specify font, such as handwriting style 851tegakizatsu

  • Use theme.stylize to select built-in styles and pass parameters Common styles:

    • rough: hand-drawn effect
    • pattern: pattern fill
    • linear-gradient / radial-gradient: linear/radial gradient

    For example: hand-drawn style (rough)

    plain
    infographic list-row-horizontal-icon-arrow
    theme
      stylize rough
      base
        text
          font-family 851tegakizatsu
  • Do not output JSON, Markdown, or explanatory text

Data Syntax Examples

Data syntax examples by template category (use corresponding fields, avoid adding items simultaneously):

  • list-* templates
plain
infographic list-grid-badge-card
data
  title Feature List
  lists
    - label Fast
      icon flash fast
    - label Secure
      icon secure shield check
  • sequence-* templates
plain
infographic sequence-steps-simple
data
  sequences
    - label Step 1
    - label Step 2
    - label Step 3
  order asc
  • hierarchy-* templates
plain
infographic hierarchy-structure
data
  root
    label Company
    children
      - label Dept A
      - label Dept B
  • compare-* templates
plain
infographic compare-swot
data
  compares
    - label Strengths
      children
        - label Strong brand
        - label Loyal users
    - label Weaknesses
      children
        - label High cost
        - label Slow release

Quadrant diagram

plain
infographic compare-quadrant-quarter-simple-card
data
  compares
    - label High Impact & Low Effort
    - label High Impact & High Effort
    - label Low Impact & Low Effort
    - label Low Impact & High Effort
  • chart-* templates
plain
infographic chart-column-simple
data
  values
    - label Visits
      value 1280
    - label Conversion
      value 12.4
  • relation-* templates

Edge label syntax: A -label-> B or A -->|label| B

plain
infographic relation-dagre-flow-tb-simple-circle-node
data
  nodes
    - id A
      label Node A
    - id B
      label Node B
  relations
    A - approves -> B
    A -->|blocks| B
  • Fallback items example
plain
infographic list-row-horizontal-icon-arrow
data
  items
    - label Item A
      desc Description
      icon sun
    - label Item B
      desc Description
      icon moon

Available Templates

  • chart-bar-plain-text
  • chart-column-simple
  • chart-line-plain-text
  • chart-pie-compact-card
  • chart-pie-donut-pill-badge
  • chart-pie-donut-plain-text
  • chart-pie-plain-text
  • chart-wordcloud
  • compare-binary-horizontal-badge-card-arrow
  • compare-binary-horizontal-simple-fold
  • compare-binary-horizontal-underline-text-vs
  • compare-hierarchy-left-right-circle-node-pill-badge
  • compare-quadrant-quarter-circular
  • compare-quadrant-quarter-simple-card
  • compare-swot
  • hierarchy-mindmap-branch-gradient-capsule-item
  • hierarchy-mindmap-level-gradient-compact-card
  • hierarchy-structure
  • hierarchy-tree-curved-line-rounded-rect-node
  • hierarchy-tree-tech-style-badge-card
  • hierarchy-tree-tech-style-capsule-item
  • list-column-done-list
  • list-column-simple-vertical-arrow
  • list-column-vertical-icon-arrow
  • list-grid-badge-card
  • list-grid-candy-card-lite
  • list-grid-ribbon-card
  • list-row-horizontal-icon-arrow
  • list-sector-plain-text
  • list-zigzag-down-compact-card
  • list-zigzag-down-simple
  • list-zigzag-up-compact-card
  • list-zigzag-up-simple
  • relation-dagre-flow-tb-animated-badge-card
  • relation-dagre-flow-tb-animated-simple-circle-node
  • relation-dagre-flow-tb-badge-card
  • relation-dagre-flow-tb-simple-circle-node
  • sequence-ascending-stairs-3d-underline-text
  • sequence-ascending-steps
  • sequence-circular-simple
  • sequence-color-snake-steps-horizontal-icon-line
  • sequence-cylinders-3d-simple
  • sequence-filter-mesh-simple
  • sequence-funnel-simple
  • sequence-horizontal-zigzag-underline-text
  • sequence-mountain-underline-text
  • sequence-pyramid-simple
  • sequence-roadmap-vertical-plain-text
  • sequence-roadmap-vertical-simple
  • sequence-snake-steps-compact-card
  • sequence-snake-steps-simple
  • sequence-snake-steps-underline-text
  • sequence-stairs-front-compact-card
  • sequence-stairs-front-pill-badge
  • sequence-timeline-rounded-rect-node
  • sequence-timeline-simple
  • sequence-zigzag-pucks-3d-simple
  • sequence-zigzag-steps-underline-text

Template Selection Recommendations:

  • Strict sequence (process/steps/development trend) → sequence-*
    • Timeline → sequence-timeline-*
    • Staircase diagram → sequence-stairs-*
    • Roadmap → sequence-roadmap-vertical-*
    • Zigzag path → sequence-zigzag-*
    • Circular progress → sequence-circular-simple
    • Colorful snake steps → sequence-color-snake-steps-*
    • Pyramid → sequence-pyramid-simple
  • Opinion listing → list-row-* or list-column-*
  • Binary comparison (pros/cons) → compare-binary-*
  • SWOT → compare-swot
  • Hierarchical structure (tree diagram) → hierarchy-tree-*
  • Data charts → chart-*
  • Quadrant analysis → compare-quadrant-*
  • Grid list (key points) → list-grid-*
  • Relationship display → relation-*
  • Word cloud → chart-wordcloud
  • Mind map → hierarchy-mindmap-*

Example

Creating an Internet technology evolution infographic

plain
infographic list-row-horizontal-icon-arrow
data
  title Internet Technology Evolution
  desc From Web 1.0 to AI era, key milestones
  lists
    - time 1991
      label Web 1.0
      desc Tim Berners-Lee published the first website, opening the Internet era
      icon web
    - time 2004
      label Web 2.0
      desc Social media and user-generated content become mainstream
      icon account multiple
    - time 2007
      label Mobile
      desc iPhone released, smartphone changes the world
      icon cellphone
    - time 2015
      label Cloud Native
      desc Containerization and microservices architecture are widely used
      icon cloud
    - time 2020
      label Low Code
      desc Visual development lowers the technology threshold
      icon application brackets
    - time 2023
      label AI Large Model
      desc ChatGPT ignites the generative AI revolution
      icon brain

Generation Process

Step 1: Understand User Requirements

Before creating an infographic, first understand the user's needs and the information they want to express, in order to determine the template and data structure.

If the user provides a clear content description, it should be broken down into a clear and concise structure.

Otherwise, clarification from the user is needed (e.g., "Please provide a clear and concise content description.", "Which template do you want to use?")

  • Extract key information structure (title, desc, items, etc.).
  • Clarify required data fields (title, desc, items, label, value, icon, etc.).
  • Select appropriate template.
  • Describe infographic content using AntV Infographic syntax {syntax}.

Key Note: Must respect the language of user input. For example, if the user inputs in Chinese, the text in the syntax must also be in Chinese.

Step 2: Render the Infographic

When you have the final AntV Infographic syntax, you can generate a complete HTML file following these steps:

  1. Create a complete HTML file with the following structure:
    • DOCTYPE and HTML meta (charset: utf-8)
    • Title: {title} - Infographic
    • Include AntV Infographic script: https://unpkg.com/@antv/infographic@latest/dist/infographic.min.js
    • Create container div with id container
    • Initialize Infographic (width: '100%', height: '100%')
    • Replace {title} with actual title
    • Replace {syntax} with actual AntV Infographic syntax
    • Add SVG export functionality: const svgDataUrl = await infographic.toDataURL({ type: 'svg' });

Reference HTML template:

html
<div id="container"></div>
<script src="https://unpkg.com/@antv/infographic@latest/dist/infographic.min.js"></script>
<script>
 const infographic = new AntVInfographic.Infographic({
    container: '#container',
    width: '100%',
    height: '100%',
  });
  document.fonts?.ready.then(() => {
    infographic.render(`{syntax}`);
  }).catch((error) => {
    console.error('Error waiting for fonts to load:', error);
    infographic.render(`{syntax}`);
  });
</script>
  1. Use the Write tool to generate HTML file, named as <title>-infographic.html

  2. Show to user:

    • Generate file path and prompt: "Open directly with a browser to view and save as SVG"
    • Output syntax and prompt: "Tell me if you need to adjust template/colors/content"

Note: The HTML file must include:

  • SVG export via export button
  • Container is responsive, both width and height are 100%

Frequently asked questions

What does the Infographic Creator AI skill do?

Create beautiful infographics based on given text content. Use when users request to create infographics.

Why use Infographic Creator on TypingMind?

Because you install it once and use it with any model. Infographic Creator is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Infographic Creator in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/antvis/chart-visualization-skills/tree/master/skills/infographic-creator. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Infographic Creator?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Infographic Creator?

As many as you like. As long as a model supports skills, you can use Infographic Creator with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Infographic Creator AI skill free?

Yes. It is published on GitHub by antvis under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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