understand-anything

Plugin understand-anything from marketplace giofornari in giofornari/skills. Commands read from the repo's manifest — 4 days ago.

Skills (9)

• understand-chat

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

• understand-dashboard

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

• understand-diff

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

• 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.

• understand-explain

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

• understand-figma

  Analyze a Figma file via the Figma REST API and generate an interactive design knowledge graph (pages, screens, components, component sets, instances, design tokens) with a kind:"design" dashboard.

• understand-knowledge

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

• understand-onboard

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

• understand

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

Subagents (10)

• architecture-analyzer

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

• article-analyzer

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

• assemble-reviewer

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

• design-analyzer

  Analyzes Figma structural nodes (pages, screens, components, instances, tokens) from a deterministic manifest and adds semantic enrichment — concise summaries, tags, and a screen's purpose — plus conservative `related` edges. Does NOT invent structural nodes or edges.

• domain-analyzer

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

• file-analyzer

  Analyzes batches of source files to produce knowledge graph nodes and edges. Extracts file structure, functions, classes, and relationships using a two-phase approach: structural extraction script followed by LLM semantic analysis.

• graph-reviewer

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

• knowledge-graph-guide

  Use this agent when users need help understanding, querying, or working with an Understand-Anything knowledge graph. Guides users through graph structure, node/edge relationships, layer architecture, tours, and dashboard usage.

• project-scanner

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

• tour-builder

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

Hooks (2)

• PostToolUse

  node "${CLAUDE_PLUGIN_ROOT}/hooks/post-tool-use-auto-update.mjs"

• SessionStart

  node "${CLAUDE_PLUGIN_ROOT}/hooks/session-start-stale-check.mjs"

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