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OpenClaw Skills & Use Case Index

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understand - Generate an interactive codebase knowledge graph

Analyzes a codebase and generates a knowledge graph for exploring its architecture, components, and relationships.

Tags

Updated: 2026-09-29

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Analyze codebases
  • Build knowledge graphs
  • Review graph results
  • Configure automatic updates
  • Generate localized content
  • Exclude files and directories
  • Report analysis progress

Inputs

  • Target project directory
  • Analysis command options
  • Language preference
  • Existing graph data
  • Git repository metadata

Outputs

  • knowledge-graph.json file
  • Configuration file changes
  • Progress status messages
  • Analysis error messages

Requirements

  • Node.js 22 or later
  • pnpm 10 or later
  • Installed Understand-Anything plugin
  • Built core package
  • Git repository access

Source

  • Spec: SKILL.md
code analysis
architecture analysis
knowledge graph
repository analysis
interactive visualization
Analyze codebases
Build knowledge graphs
Review graph results
Configure automatic updates
Target project directory
Analysis command options
Language preference
knowledge-graph.json file
Configuration file changes
Progress status messages