Understand-Anything

Analyzes a codebase's file structure, summaries, and import relationships to identify logical architectural layers and assign every file to exactly one layer.

所属插件包：understand-anything、understand-anything

Analyzes markdown files using pre-parsed structural data and LLM inference to extract knowledge graph nodes and edges (entities, claims, implicit relationships,

所属插件包：understand-anything、understand-anything

Reviews the output of merge-batch-graphs.py for semantic issues the script cannot catch. Recovers dropped nodes/edges and fills cross-batch gaps.

所属插件包：understand-anything、understand-anything

Analyzes Figma structural nodes (pages, screens, components, instances, tokens) from a deterministic manifest and adds semantic enrichment — concise summaries,

所属插件包：understand-anything、understand-anything

Analyzes codebases to extract business domain knowledge — domains, business flows, and process steps. Produces a domain-graph.json that maps how business logic

所属插件包：understand-anything、understand-anything

Analyzes batches of source files to produce knowledge graph nodes and edges. Extracts file structure, functions, classes, and relationships using a two-phase ap

所属插件包：understand-anything、understand-anything

Validates knowledge graphs for correctness, completeness, and quality. Runs systematic checks and renders approval or rejection decisions.

所属插件包：understand-anything、understand-anything

Use this agent when users need help understanding, querying, or working with an Understand-Anything knowledge graph. Guides users through graph structure, node/

所属插件包：understand-anything、understand-anything

Scans a codebase directory to produce a structured inventory of all project files, detected languages, frameworks, import maps, and estimated complexity.

所属插件包：understand-anything、understand-anything

Designs guided learning tours through codebases, creating 5-15 pedagogical steps that teach project architecture and key concepts in logical order.

所属插件包：understand-anything、understand-anything

Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships

所属插件包：understand-anything

Use when you need to ask questions about a codebase or understand code using a knowledge graph

所属插件包：understand-anything

Launch the interactive web dashboard to visualize a codebase's knowledge graph

所属插件包：understand-anything

Use when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks

所属插件包：understand-anything

Extract business domain knowledge from a codebase and generate an interactive domain flow graph. Works standalone (lightweight scan) or derives from an existing

所属插件包：understand-anything

Use when you need a deep-dive explanation of a specific file, function, or module in the codebase

所属插件包：understand-anything

Analyze a Figma file via the Figma REST API and generate an interactive design knowledge graph (pages, screens, components, component sets, instances, design to

所属插件包：understand-anything

Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic cluster

所属插件包：understand-anything

Use when you need to generate an onboarding guide for new team members joining a project

所属插件包：understand-anything