A skill your agent uses whenever the user wants to create, customize, or troubleshoot G6 v5 graph/network visualizations.
$ npx skills add antvis/chart-visualization-skills --skill antv-g6-graph -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install antvis/chart-visualization-skills antv-g6-graph --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/antvis/chart-visualization-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/antv-g6-graph .claude/skills/antv-g6-graph && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "antv-g6-graph" agent skill from https://github.com/antvis/chart-visualization-skills/tree/master/skills/antv-g6-graph into .claude/skills/antv-g6-graph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "antv-g6-graph", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/antvis/chart-visualization-skills/tree/master/skills/antv-g6-graphType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add antvis/chart-visualization-skills --skill antv-g6-graph -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install antvis/chart-visualization-skills antv-g6-graph --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/antvis/chart-visualization-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/antv-g6-graph .agents/skills/antv-g6-graph && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "antv-g6-graph" agent skill from https://github.com/antvis/chart-visualization-skills/tree/master/skills/antv-g6-graph into .agents/skills/antv-g6-graph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "antv-g6-graph", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add antvis/chart-visualization-skills --skill antv-g6-graph -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install antvis/chart-visualization-skills antv-g6-graph --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/antvis/chart-visualization-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/antv-g6-graph .cursor/skills/antv-g6-graph && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "antv-g6-graph" agent skill from https://github.com/antvis/chart-visualization-skills/tree/master/skills/antv-g6-graph into .cursor/skills/antv-g6-graph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "antv-g6-graph", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/antvis/chart-visualization-skills.git --path skills/antv-g6-graph--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add antvis/chart-visualization-skills --skill antv-g6-graph -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install antvis/chart-visualization-skills antv-g6-graph --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/antvis/chart-visualization-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/antv-g6-graph .gemini/skills/antv-g6-graph && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "antv-g6-graph" agent skill from https://github.com/antvis/chart-visualization-skills/tree/master/skills/antv-g6-graph into .gemini/skills/antv-g6-graph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "antv-g6-graph", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install antvis/chart-visualization-skills antv-g6-graphInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add antvis/chart-visualization-skills --skill antv-g6-graph -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/antvis/chart-visualization-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/antv-g6-graph .github/skills/antv-g6-graph && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "antv-g6-graph" agent skill from https://github.com/antvis/chart-visualization-skills/tree/master/skills/antv-g6-graph into .github/skills/antv-g6-graph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "antv-g6-graph", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add antvis/chart-visualization-skills --skill antv-g6-graph -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install antvis/chart-visualization-skills antv-g6-graph --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/antvis/chart-visualization-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/antv-g6-graph .opencode/skills/antv-g6-graph && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "antv-g6-graph" agent skill from https://github.com/antvis/chart-visualization-skills/tree/master/skills/antv-g6-graph into .opencode/skills/antv-g6-graph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "antv-g6-graph", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
antv-g6-graphA skill your agent uses whenever the user wants to create, customize, or troubleshoot G6 v5 graph/network visualizations.
Antv G6 Graph is an agent skill from antvis/chart-visualization-skills. Use this skill whenever the user wants to create, customize, or troubleshoot G6 v5 graph/network visualizations. Triggers include: any mention of 'G6', 'antv g6', '@antv/g6', 'G6 graph', 'G6 图', '网络图', '关系图', '拓扑图', '树形图', '流程图', '思维导图', '鱼骨图', '力导向图', 'force graph', 'network visualization', 'node-edge diagram', 'graph layout', 'tree layout', 'dagre layout', 'mindmap', 'social network', or requests about G6 node styles, edge types, behaviors, plugins, layouts, combos, or data structures. Also use when debugging…
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Diagrams and Excel spreadsheets. The repository describes itself as: ⛏️ Turning data into a visual language for better thinking with Skills. The licence is MIT.
Read from SKILL.md and the folder at commit a105fa1. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
curlFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
sive.antv.antgroup.comunpkg.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Antv G6 Graph loads about 1.8k tokens when it runs. Until then it costs about 169 tokens; SKILL.md has 344 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from antvis/chart-visualization-skills at commit a105fa1, republished under its MIT licence (© antvis). 344 words, ~1,819 tokens.
.claude/skills/antv-g6-graph/SKILL.md (or your agent's skills folder).G6 v5 is AntV's graph visualization engine for network diagrams, tree graphs, and relationship visualizations. It uses a declarative configuration style where new Graph({...}) defines all nodes, edges, layouts, behaviors, and plugins in one constructor call.
import { Graph } from '@antv/g6';
const graph = new Graph({
container: 'container',
data: {
nodes: [{ id: 'node-1', style: { labelText: 'Node 1' } }],
edges: [{ source: 'node-1', target: 'node-2' }],
},
layout: { type: 'force' },
behaviors: ['drag-canvas', 'zoom-canvas', 'drag-element'],
});
await graph.render();<script src="https://unpkg.com/@antv/g6@5/dist/g6.min.js"></script>
<script>
const graph = new G6.Graph({
container: 'container',
data: {
nodes: [{ id: 'node-1', style: { labelText: 'Node 1' } }],
edges: [{ source: 'node-1', target: 'node-2' }],
},
layout: { type: 'force' },
behaviors: ['drag-canvas', 'zoom-canvas', 'drag-element'],
});
graph.render();
</script>When using AntV G6 for data visualization, if you need to understand the concepts, usage, API, examples, and other aspects of G6 v5, you can use the provided context retrieval service. When using the skill, content is retrieved via an antv HTTP API server using GET requests.
https://sive.antv.antgroup.com/api/v1/context/retrieveGETquery, library, topK, content, maxTokensRetrieve skills by query (hybrid search = FTS + vector + RRF fusion). Constraints docs are indexed as regular skill documents and will appear in search results naturally.
| Parameter | Type | Required | Description |
|---|---|---|---|
query | string | ✅ | Search keywords, e.g. force layout node |
library | string | ✅ | Library name: g2, g6, x6 |
topK | number | Number of results to return (default: 5) | |
content | boolean | Return full reference doc markdown (default: true) | |
maxTokens | number | Max tokens per result (default: unlimited) |
curl "https://sive.antv.antgroup.com/api/v1/context/retrieve?query=force+layout+node+style&library=g6"new Graph({...}) — NOT v4 new G6.Graph()// ❌ WRONG — v4 constructor
new G6.Graph({ container: 'container', ... });
// ✅ CORRECT — v5 constructor
import { Graph } from '@antv/g6';
new Graph({ container: 'container', ... });await graph.render()// ❌ WRONG — v4 separate data method
graph.data(data);
graph.render();
// ✅ CORRECT — v5 declarative config + async render
const graph = new Graph({
container: 'container',
data: { nodes: [...], edges: [...] },
layout: { type: 'force' },
behaviors: ['drag-canvas', 'zoom-canvas'],
});
await graph.render();id, source, target// ❌ WRONG — missing node id, missing edge endpoints
const data = { nodes: [{ label: 'A' }], edges: [{ from: 'A', to: 'B' }] };
// ✅ CORRECT — each node has unique id, each edge has source/target
const data = {
nodes: [{ id: 'node-1', style: { labelText: 'A' } }],
edges: [{ source: 'node-1', target: 'node-2' }],
};style.labelText for labels — NOT label or labelCfg// ❌ WRONG — v4 label config
node: { labelCfg: { text: 'Node 1' } }
// ✅ CORRECT — v5 style.labelText
node: { style: { labelText: 'Node 1' } }nodeStrength must be ≥ 0 in force layout// ❌ WRONG — negative nodeStrength causes unpredictable behavior
layout: { type: 'force', nodeStrength: -300 }
// ✅ CORRECT — non-negative value
layout: { type: 'force', nodeStrength: 300 }force layout does NOT support preventOverlap / nodeSize// ❌ WRONG — v4 params silently ignored in v5
layout: { type: 'force', preventOverlap: true, nodeSize: 30 }
// ✅ CORRECT — use d3-force collide for overlap prevention
layout: { type: 'd3-force', collide: { radius: 30 } }// ❌ WRONG — v4 mode-based behavior config
modes: { default: ['drag-canvas', 'zoom-canvas'] }
// ✅ CORRECT — v5 flat behavior array
behaviors: ['drag-canvas', 'zoom-canvas', 'drag-element']container is mandatory, default 'container'// ❌ WRONG — no container specified
const graph = new Graph({ data });
// ✅ CORRECT
const graph = new Graph({ container: 'container', data, ... });| User Intent | Retrieve Query |
|---|---|
| Graph initialization, container, render | GET /api/v1/context/retrieve?query=graph+init+render&library=g6 |
| Network / force graph | GET /api/v1/context/retrieve?query=network+force+layout&library=g6 |
| Tree / mindmap / fishbone | GET /api/v1/context/retrieve?query=tree+mindmap+fishbone+layout&library=g6 |
| Dagre / hierarchy / flow chart | GET /api/v1/context/retrieve?query=dagre+hierarchy+flow+chart&library=g6 |
| Circular / radial / grid layout | GET /api/v1/context/retrieve?query=circular+radial+grid+layout&library=g6 |
| Node styles (rect, circle, diamond, html) | GET /api/v1/context/retrieve?query=node+style+rect+circle+diamond+html&library=g6 |
| Edge types (line, cubic, polyline, loop) | GET /api/v1/context/retrieve?query=edge+line+cubic+polyline+loop&library=g6 |
| Combo / group nodes | GET /api/v1/context/retrieve?query=combo+group+node&library=g6 |
| Custom node / edge | GET /api/v1/context/retrieve?query=custom+node+edge+element&library=g6 |
| Behaviors (drag, zoom, click-select, hover) | GET /api/v1/context/retrieve?query=behavior+drag+zoom+click-select+hover&library=g6 |
| Plugins (minimap, tooltip, toolbar, legend) | GET /api/v1/context/retrieve?query=plugin+minimap+tooltip+toolbar+legend&library=g6 |
| Events system | GET /api/v1/context/retrieve?query=events+system+click+mouse&library=g6 |
| State / style animation | GET /api/v1/context/retrieve?query=state+animation+transform&library=g6 |
| Data structure / transforms | GET /api/v1/context/retrieve?query=data+structure+transforms&library=g6 |
| Theme / background | GET /api/v1/context/retrieve?query=theme+background+style&library=g6 |
| Lasso select / collapse-expand | GET /api/v1/context/retrieve?query=lasso+collapse+expand+select&library=g6 |
@antv/g6 — G6 v5 graph visualization engine© antvis, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/antv-g6-graph of antvis/chart-visualization-skills.
Open the folder on GitHubat commit a105fa1
Antv G6 Graph next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Antv G6 Graph this skillantvis/chart-visualization-skills | 506 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Document ConverterBlackBeltTechnology/pi-agent-dashboard | 315 | — | ~999 | Automated safety check: Pass | MIT | |
| Docs Diagramsvercel/next.js | 143k | — | ~2.9k | Automated safety check: Pass | MIT | |
| Pretty Mermaid Rendererimxv/Pretty-mermaid-skills | 1.5k | — | ~2k | Automated safety check: Pass | MIT | |
| Diagram Generatorzhaoxuya520/reverse-skill | 40k | 1 repos | ~2.3k | Automated safety check: Warn | MIT | |
| Scibox Diagramjihe520/sci-box | 249 | 1 repos | ~983 | Automated safety check: Notes | None |
BlackBeltTechnology/pi-agent-dashboard
Convert documents bidirectionally via the pi-doc-engine facade: ingest PDF/DOCX/PPTX/XLSX to provenance-stamped Markdown (with OCR), and produce templated DOCX/PDF from Markdown with diagrams, TOC…
vercel/next.js
Draw diagrams for the Next.js docs in the style of the ones already published there: the light/dark PNGs an mdx references with <Image srcLight="/docs/light/<name.png" srcDark="/docs/dark/<name.png".
imxv/Pretty-mermaid-skills
Writes and renders Mermaid diagrams as themed SVG, PNG or terminal ASCII and Unicode art with a bundled Node.js CLI that needs no browser.
zhaoxuya520/reverse-skill
Turns text, notes, code, schemas or tables into diagram source in Mermaid, Graphviz DOT, PlantUML or SVG, and renders files when you ask for an image or PDF.
jihe520/sci-box
制作与修改可编辑的 draw.io / diagrams.net 示意图（.drawio XML），产出 .drawio + PNG/PDF。三条路径：套用内置模板（五带技术路线图、三栏研究框架图、三栏阶段流程图、横版任务流水线图）、从零手写…
chingswy/Skill-Research-Figure
Generate publication-quality figures for academic papers: LaTeX TikZ method pipelines and Blender 3D renders.
antvis/chart-visualization-skills
A skill your agent uses whenever the user wants to create, customize, or troubleshoot G2 v5 chart visualizations.
antvis/chart-visualization-skills
Create beautiful infographics based on given text content. An agent skill from antvis/chart-visualization-skills.
antvis/chart-visualization-skills
Generate structured narrative text visualizations from data using T8 Syntax.
antvis/chart-visualization-skills
A skill your agent uses whenever the user wants to create, customize, or troubleshoot X6 v3 graph editor diagrams.
antvis/chart-visualization-skills
Recommend and generate appropriate data visualization charts using the GPT-Vis library.
antvis/chart-visualization-skills
推荐并生成合适的数据可视化图表，使用 GPT-Vis 库。支持两种输出模式：（1）语法模式——生成 Syntax 或 JSON 配置；（2）代码模式——生成完整的运行代码。支持 26 种图表类型。
Categories
A skill your agent uses whenever the user wants to create, customize, or troubleshoot G6 v5 graph/network visualizations. Antv G6 Graph is an agent skill from antvis/chart-visualization-skills. Use this skill whenever the user wants to create, customize, or troubleshoot G6 v5 graph/network visualizations.
Antv G6 Graph fits situations like: the user wants to create; troubleshoot G6 v5 graph/network visualizations; include: any mention of G6; network visualization.
Run `npx skills add antvis/chart-visualization-skills --skill antv-g6-graph -a claude-code`. Or copy the skill folder (skills/antv-g6-graph in antvis/chart-visualization-skills) into .claude/skills/antv-g6-graph in your project. Claude Code loads it when a task matches its description.
Run `npx skills add antvis/chart-visualization-skills --skill antv-g6-graph -a codex`. Or copy the skill folder (skills/antv-g6-graph in antvis/chart-visualization-skills) into .agents/skills/antv-g6-graph in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add antvis/chart-visualization-skills --skill antv-g6-graph -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/antv-g6-graph, .gemini/skills/antv-g6-graph, .github/skills/antv-g6-graph and .opencode/skills/antv-g6-graph in your project.
Going by SKILL.md and its folder, Antv G6 Graph needs the command-line tools its instructions call (curl).
SKILL.md names 2 domains. In commands or code: sive.antv.antgroup.com and unpkg.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Antv G6 Graph is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Antv G6 Graph: Document Converter (BlackBeltTechnology/pi-agent-dashboard, 315 stars), Docs Diagrams (vercel/next.js, 143k stars), Pretty Mermaid Renderer (imxv/Pretty-mermaid-skills, 1.5k stars) and Diagram Generator (zhaoxuya520/reverse-skill, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
antvis (a GitHub organization) maintains it in antvis/chart-visualization-skills, which has 506 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on September 22, 2026.
Source: antvis/chart-visualization-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.
