antv-g6-graph
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antv-g6-graph

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 G6 rendering errors, v4→v5 migration, or graph interaction issues. Do NOT use for G2 statistical charts, X6 editor diagrams, or S2 pivot tables.

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Skill 文件

Skill
SKILL.md
SKILL.md
name
antv-g6-graph
description
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 G6 rendering errors, v4→v5 migration, or graph interaction issues. Do NOT use for G2 statistical charts, X6 editor diagrams, or S2 pivot tables.
tools
curl

G6 v5 Graph Visualization

Overview

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.

javascript
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();

CDN Usage

html
<​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​>

Content Retrieval

Skill content is retrieved via an antv HTTP API server using GET requests.

MUST invoke the Sive curl tool for these retrieval requests and pass the complete HTTPS URL through its url input. Never substitute web_fetch or another fetching tool for this endpoint.

GET /api/v1/context/retrieve

Retrieve skills by query (hybrid search = FTS + vector + RRF fusion). Constraints docs are indexed as regular skill documents and will appear in search results naturally.

ParameterTypeRequiredDescription
querystringSearch keywords, e.g. force layout node
librarystringLibrary name: g2, g6, x6
topKnumberNumber of results to return (default: 5)
contentbooleanReturn full reference doc markdown (default: true)
maxTokensnumberMax tokens per result (default: unlimited)
progressiveLevelnumberProgressive disclosure level: 0=full, 1=summary+code, 2=summary-only
bash
curl "https://sive.antv.antgroup.com/api/v1/context/retrieve?query=force+layout+node+style&library=g6"

Critical Rules

MUST: Use new Graph({...}) — NOT v4 new G6.Graph()

javascript
// ❌ WRONG — v4 constructornew G6.Graph({ container: 'container', ... });
// ✅ CORRECT — v5 constructorimport { Graph } from '@antv/g6';new Graph({ container: 'container', ... });

MUST: All config in one constructor call, await graph.render()

javascript
// ❌ WRONG — v4 separate data methodgraph.data(data);graph.render();
// ✅ CORRECT — v5 declarative config + async renderconst graph = new Graph({  container: 'container',  data: { nodes: [...], edges: [...] },  layout: { type: 'force' },  behaviors: ['drag-canvas', 'zoom-canvas'],});await graph.render();

MUST: Data format with id, source, target

javascript
// ❌ WRONG — missing node id, missing edge endpointsconst data = { nodes: [{ label: 'A' }], edges: [{ from: 'A', to: 'B' }] };
// ✅ CORRECT — each node has unique id, each edge has source/targetconst data = {  nodes: [{ id: 'node-1', style: { labelText: 'A' } }],  edges: [{ source: 'node-1', target: 'node-2' }],};

MUST: Use style.labelText for labels — NOT label or labelCfg

javascript
// ❌ WRONG — v4 label confignode: { labelCfg: { text: 'Node 1' } }
// ✅ CORRECT — v5 style.labelTextnode: { style: { labelText: 'Node 1' } }

MUST: nodeStrength must be ≥ 0 in force layout

javascript
// ❌ WRONG — negative nodeStrength causes unpredictable behaviorlayout: { type: 'force', nodeStrength: -300 }
// ✅ CORRECT — non-negative valuelayout: { type: 'force', nodeStrength: 300 }

MUST: force layout does NOT support preventOverlap / nodeSize

javascript
// ❌ WRONG — v4 params silently ignored in v5layout: { type: 'force', preventOverlap: true, nodeSize: 30 }
// ✅ CORRECT — use d3-force collide for overlap preventionlayout: { type: 'd3-force', collide: { radius: 30 } }

MUST: No Mode concept — behaviors are flat array

javascript
// ❌ WRONG — v4 mode-based behavior configmodes: { default: ['drag-canvas', 'zoom-canvas'] }
// ✅ CORRECT — v5 flat behavior arraybehaviors: ['drag-canvas', 'zoom-canvas', 'drag-element']

MUST: container is mandatory, default 'container'

javascript
// ❌ WRONG — no container specifiedconst graph = new Graph({ data });
// ✅ CORRECTconst graph = new Graph({ container: 'container', data, ... });

Quick Reference

User IntentRetrieve Query
Graph initialization, container, renderGET /api/v1/context/retrieve?query=graph+init+render&library=g6
Network / force graphGET /api/v1/context/retrieve?query=network+force+layout&library=g6
Tree / mindmap / fishboneGET /api/v1/context/retrieve?query=tree+mindmap+fishbone+layout&library=g6
Dagre / hierarchy / flow chartGET /api/v1/context/retrieve?query=dagre+hierarchy+flow+chart&library=g6
Circular / radial / grid layoutGET /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 nodesGET /api/v1/context/retrieve?query=combo+group+node&library=g6
Custom node / edgeGET /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 systemGET /api/v1/context/retrieve?query=events+system+click+mouse&library=g6
State / style animationGET /api/v1/context/retrieve?query=state+animation+transform&library=g6
Data structure / transformsGET /api/v1/context/retrieve?query=data+structure+transforms&library=g6
Theme / backgroundGET /api/v1/context/retrieve?query=theme+background+style&library=g6
Lasso select / collapse-expandGET /api/v1/context/retrieve?query=lasso+collapse+expand+select&library=g6

Dependencies

  • @antv/g6 — G6 v5 graph visualization engine
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