written by ForgeCat

Understand Anything Plugin

AI-powered codebase understanding for analyzing projects, building knowledge graphs, launching dashboards, explaining code, and onboarding teams.

Tags

• codebase-analysis
• knowledge-graph
• architecture
• onboarding
• dashboard

Installation

npx forgecat install @forgecat/egonex-ai_understand-anything

Skills

• understand - Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships skill
• understand-chat - Use when you need to ask questions about a codebase or understand code using a knowledge graph skill
• understand-dashboard - Launch the interactive web dashboard to visualize a codebase's knowledge graph skill
• understand-diff - Use when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks skill
• understand-domain - Extract 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. skill
• understand-explain - Use when you need a deep-dive explanation of a specific file, function, or module in the codebase skill
• understand-knowledge - Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering. skill
• understand-onboard - Use when you need to generate an onboarding guide for new team members joining a project skill

Agents

• architecture-analyzer - Analyzes codebase file structure and import relationships into architectural layers. agent
• article-analyzer - Extracts entities, claims, and implicit relationships from wiki markdown. agent
• assemble-reviewer - Reviews merged graph output for semantic issues the merge script cannot fix. agent
• domain-analyzer - Extracts business domains, flows, and process steps. agent
• file-analyzer - Analyzes batches of source files into graph nodes and edges. agent
• graph-reviewer - Validates knowledge graphs for correctness, completeness, and quality. agent
• knowledge-graph-guide - Guides users through Understand-Anything graph structure and usage. agent
• project-scanner - Scans project files, languages, frameworks, imports, and complexity. agent
• tour-builder - Designs guided learning tours through codebases. agent

Details

Compatibility

Platforms

Dependencies

• Node.js and package dependencies from package.json / pnpm-lock.yaml
• Python 3 for bundled helper scripts used by domain and knowledge graph workflows
• A project git checkout for diff, commit, and staleness-aware workflows