Understand Domain
Skill Verified ActiveExtract business domain knowledge from a codebase and generate an interactive domain flow graph. Works standalone (lightweight scan) or derives from an existing /understand knowledge graph.
To help developers quickly understand complex codebases by visualizing their business domain logic and flows, reducing onboarding time and improving code comprehension.
Features
- Extracts business domain knowledge from codebases
- Generates interactive domain flow graphs
- Supports analysis from existing knowledge graphs or via lightweight scans
- Localizes graph content and dashboard UI based on language parameter
- Includes guided tours and persona-adaptive UI for exploration
Use Cases
- Understanding the business logic of a large, unfamiliar codebase
- Visualizing the flow of a specific business process within an application
- Onboarding new developers to a project by providing a high-level domain overview
- Identifying architectural layers and dependencies within a project
Non-Goals
- Performing deep code reviews or debugging
- Replacing comprehensive code documentation tools
- Generating executable code or performing refactoring
- Analyzing non-code artifacts like plain text documents (unless in a Karpathy-pattern format)
Installation
npx skills add Lum1104/Understand-AnythingRuns the Vercel skills CLI (skills.sh) via npx — needs Node.js locally and at least one installed skills-compatible agent (Claude Code, Cursor, Codex, …). Assumes the repo follows the agentskills.io format.
Quality Score
VerifiedSimilar Extensions
Lean Ctx
100Context Runtime for AI Agents — 59 MCP tools, 10 read modes, 95+ shell patterns, tree-sitter AST for 18 languages. Compresses LLM context by up to 99%. Use when reading files, running shell commands, searching code, or exploring directories. Auto-installs if not present.
Understand
100Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships
Understand Dashboard
100Launch the interactive web dashboard to visualize a codebase's knowledge graph
Kg Extract
99Extract entities and relations from source files to build a knowledge graph
Metal
100Extract the conceptual essence of a repository as skills, agents, and teams — the project's roles, procedures, and coordination patterns expressed as agentskills.io-standard definitions. Reads an arbitrary codebase and produces generalized definitions that capture WHAT the project does and WHO operates it, without replicating HOW it does it. Use when onboarding to a new codebase and wanting to understand its conceptual architecture, when bootstrapping an agentic system from an existing project, when studying a project's organizational DNA for cross-pollination, or when creating a skill/agent/team library inspired by a reference implementation.
Pathfinder
100Map a codebase into feature-grouped flowcharts, identify duplicated concerns across features, and propose a unified architecture. Use when asked to "find the ideal path," unify duplicated systems, or audit architecture before a refactor. Emits a proposed unified flowchart plus per-system /make-plan prompts.