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Multi-agent codebase analysis with interactive React knowledge graph dashboard. Best for onboarding and visual architecture exploration.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
4-skill academic pipeline: deep research (13-agent), academic paper (LaTeX), peer review (7-agent), pipeline orchestrator (10-stage). CC BY-NC 4.0 — non-commercial use only.
Analyzes existing workflows and processes to find inefficiencies, bottlenecks, and optimization opportunities. Goes beyond automation to improve the process itself. Use when user says "optimize my process", "find bottlenecks", "why is this slow", "improve this workflow", "process audit", or "efficiency review".
Takes a process description and generates a complete Standard Operating Procedure document with numbered steps, decision points, checklists, and troubleshooting guidance. Use when user says "write an SOP", "create SOP", "standard operating procedure", "document this process", "write a procedure for", or asks to formalize any business process.
Interactive weekly review assistant that helps business owners reflect on their week, measure progress against stated goals, and plan the next week with clarity. Use when user says "weekly review", "review my week", "what did I accomplish", "plan next week", "week in review", "how did my week go", or asks to reflect on recent work.
Maps business processes from natural language descriptions into structured workflows, identifies automation opportunities using the GREEN/YELLOW/RED framework, and generates visual workflow diagrams. Use when user says "map my workflow", "describe my process", "where should I automate", "workflow audit", or describes any business process.
GraphRAG-powered code review with blast-radius analysis via Tree-sitter AST. MCP server. Recommended for 500+ file codebases.
| name | understand-anything |
| description | Multi-agent codebase analysis with interactive React knowledge graph dashboard. Best for onboarding and visual architecture exploration. |
| auto-activate | false |
Multi-agent codebase analysis pipeline that builds an interactive React knowledge graph dashboard. Useful for onboarding and visual architecture exploration.
Upstream: https://github.com/Lum1104/Understand-Anything
Install commands are from upstream documentation and may change. Check the upstream repo for current instructions.
# Via Claude Code plugin marketplace
/plugin marketplace add Lum1104/Understand-Anything
# Or clone and symlink
git clone https://github.com/Lum1104/Understand-Anything.git
| Command | Purpose |
|---|---|
/understand | Full codebase analysis and knowledge graph build |
/understand-dashboard | Launch interactive React dashboard |
/understand-chat | Chat with the knowledge graph |
/understand-diff | Analyze changes against existing graph |
/understand-domain | Domain-specific analysis |
Overlaps with Semble + CodeGraphContext in Loam's diagrams stack. Unique value is the interactive React dashboard for visual exploration.
LLM calls during initial codebase scan can be expensive. Claims 70x token reduction after initial build, but the build itself costs tokens.