Understand
Skill Verified ActiveAnalyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships
To transform complex codebases into understandable interactive knowledge graphs, enabling developers to quickly grasp architecture, components, and relationships without extensive manual code review.
Features
- Generates interactive knowledge graphs of codebases.
- Visualizes architectural layers and business domains.
- Provides guided learning tours and fuzzy/semantic search.
- Supports incremental analysis and team collaboration via committed graphs.
- Offers multi-platform installation and localized output.
Use Cases
- Understanding new or unfamiliar codebases.
- Onboarding new team members to a project.
- Performing code reviews and impact analysis.
- Exploring dependencies and architectural patterns.
Non-Goals
- Replacing code editors or IDEs.
- Performing static analysis for security vulnerabilities (beyond structural insights).
- Generating executable code or automated refactoring.
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
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.
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 Domain
100Extract 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.
Assess Form
99Evaluate a system's current structural form, identify transformation pressure, and classify transformation readiness. Covers structural inventory, pressure mapping, rigidity assessment, change capacity estimation, and readiness classification for architectural metamorphosis. Use before any significant architectural change to understand the starting point, when a system feels stuck without clear reasons, when external pressure from growth or tech debt is mounting, or as periodic health checks for long-lived systems.
Kg Extract
99Extract entities and relations from source files to build a knowledge graph
V3 Ddd Architecture
100Domain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel pattern.