Understand Anything — Graphs that teach the codebase Understand Anything GitHub Get Started AI-Powered Code Understanding Understand Anything

Other tools show you a hairball.
We teach you the codebase.
Structure & Dependencies · Business Logic · Guided Tours Get Started Live Demo →
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Most code graphs show you structure.
Files, functions, edges. A map with no legend.

We show you meaning —
how your code maps to real business domains, processes, and flows.
Typical code graph 23 nodes. 34 edges. Now what? Understand Anything Authentication login() verify_token() session management User Lifecycle create_user() get_profile() permissions Data Layer db_connect() migrations models Auth flow. Session management. Now you understand. Live Demo
See what your code is really doing

Explore every file, function, and dependency — or switch to business
knowledge mode and watch your code transform into authentication flows,
payment pipelines, and user lifecycles. Not just a map.
The story behind your codebase, fully interactive. Interactive Dashboard Hierarchical drill-down Fuzzy search Filter by type 26+ file types Domain mapping Business flows Process steps AI-generated tours Community
A walkthrough from the
community
A community-made video tour by
Better Stack.
YouTube · Better Stack ◈ Interactive Knowledge Graph Explorable graph with hierarchical drill-down, smart layout, and community clustering. ⬡ Beyond Code Analysis Dockerfiles, Terraform, SQL, Markdown, and 26+ file types in one unified graph. ⊘ Smart Filtering & Search Filter by type, complexity, or layer. Fuzzy and semantic search to find anything. ⎙ Export & Share High-quality PNG, SVG, or filtered JSON for docs, presentations, or analysis. ⟿ Dependency Path Finder Shortest path between any two components. See how your system connects. ⟐ Guided Tours & Onboarding AI-generated walkthroughs that teach the codebase step by step. Get started in 30 seconds. Claude Code Copy /plugin marketplace add Lum1104/Understand-Anything
/plugin install understand-anything
/understand Works with Claude Code, Codex, OpenCode, Gemini CLI, and more. Understand Anything GitHub · Discord · Live Demo · Contact · MIT License Graphs that teach. Built for AI coding assistants.

The concept introduced by Understand Anything shifts the focus of code analysis from merely mapping the technical structure of a codebase to understanding the underlying meaning by relating the code to real-world business domains, processes, and flows. Unlike conventional code graphs that typically present a map consisting of files, functions, and edges without context, this system aims to reveal the narrative behind the code. For instance, instead of just showing a map of nodes and edges, Understand Anything demonstrates how the code maps to concepts such as authentication flows, payment pipelines, and user lifecycles, effectively providing the story behind the codebase in an interactive manner.

The tool offers an interactive dashboard that allows users to explore the code in depth, enabling navigation through hierarchical drill-down, smart layout, and community clustering. Users can explore every file, function, and dependency, or switch to a business knowledge mode to observe how the code manifests as specific processes. This capability allows for deep exploration beyond simple structural analysis.

Key interactive features enhance this understanding. The system supports fuzzy and semantic search, allowing users to find specific information by filtering based on type, complexity, or layer. Furthermore, it incorporates AI-generated tours that provide step-by-step walkthroughs of the codebase, facilitating onboarding. Community engagement is also supported through community-made video tours, which provide additional perspectives on the codebase.

The underlying structure is a unified knowledge graph that encompasses a wide range of file types, including Dockerfiles, Terraform, SQL, and Markdown, consolidating over twenty-six different file types into a single visual representation. The system also includes a Dependency Path Finder feature to illustrate the shortest path and connections between any two components within the system, helping to visualize system interconnectivity.

Understand Anything is designed to be integrated with AI coding assistants, working with tools such as Claude Code, Codex, OpenCode, and Gemini CLI. This integration positions the system as a tool built for AI coding assistants, capable of generating graphs that teach and are built for advanced code understanding. The system is made available through a plugin marketplace to facilitate its deployment, emphasizing its role in transforming how developers comprehend complex software systems.