understand-anything-knowledge-graph

# Inside any project directory, in Claude Code:
/understand

/understand-dashboard

/understand-chat How does authentication work in this project?
/understand-chat What calls the payment service?
/understand-chat Which files are most depended on?

# After making changes:
/understand-diff

/understand-explain src/auth/login.ts
/understand-explain src/services/PaymentService.ts

// packages/core/src/types.ts
 
interface GraphNode {
  id: string;                    // unique: "file:src/auth/login.ts"
  type: "file" | "function" | "class" | "module";
  name: string;
  filePath: string;
  layer: ArchitectureLayer;      // "api" | "service" | "data" | "ui" | "utility"
  summary: string;               // LLM-generated plain-English description
  code?: string;                 // raw source snippet
  language?: string;
  concepts?: LanguageConcept[];  // e.g. "generics", "closures", "decorators"
  metadata?: Record<string, unknown>;
}
 
interface GraphEdge {
  id: string;
  source: string;                // node id
  target: string;                // node id
  type: "imports" | "calls" | "extends" | "implements" | "uses";
  label?: string;
}
 
interface KnowledgeGraph {
  version: string;
  generatedAt: string;
  projectRoot: string;
  nodes: GraphNode[];
  edges: GraphEdge[];
  tours: GuidedTour[];
}
 
type ArchitectureLayer = "api" | "service" | "data" | "ui" | "utility" | "unknown";
 
type LanguageConcept =
  | "generics"
  | "closures"
  | "decorators"
  | "async-await"
  | "interfaces"
  | "higher-order-functions"
  | "dependency-injection"
  | "observers"
  | "iterators"
  | "pattern-matching"
  | "monads"
  | "currying";

import { loadKnowledgeGraph, searchGraph, buildTour } from "@understand-anything/core";
 
// Load the persisted graph
const graph = await loadKnowledgeGraph(".understand-anything/knowledge-graph.json");
 
// Fuzzy search across all nodes
const results = searchGraph(graph, "payment processing");
console.log(results.map(r => `${r.type}:${r.name} (${r.filePath})`));
 
// Find all callers of a function
const paymentNode = graph.nodes.find(n => n.name === "processPayment");
const callers = graph.edges
  .filter(e => e.target === paymentNode?.id && e.type === "calls")
  .map(e => graph.nodes.find(n => n.id === e.source));
 
// Get all nodes in the service layer
const serviceNodes = graph.nodes.filter(n => n.layer === "service");
 
// Build a guided tour starting from a specific node
const tour = buildTour(graph, { startNodeId: "file:src/index.ts" });
tour.steps.forEach((step, i) => {
  console.log(`Step ${i + 1}: ${step.node.name} — ${step.node.summary}`);
});

# Start the dashboard dev server (hot reload)
pnpm dev:dashboard
 
# Build for production
pnpm --filter @understand-anything/dashboard build

understand-anything-plugin/
├── .claude-plugin/          # Plugin manifest (read by Claude Code)
├── agents/                  # Agent definitions (project-scanner, file-analyzer, etc.)
├── skills/                  # Skill definitions (/understand, /understand-chat, etc.)
├── src/                     # Plugin TypeScript source
│   ├── context-builder.ts   # Builds LLM context from the graph
│   └── diff-analyzer.ts     # Git diff → affected nodes
├── packages/
│   ├── core/                # Analysis engine
│   │   ├── src/
│   │   │   ├── types.ts     # GraphNode, GraphEdge, KnowledgeGraph
│   │   │   ├── persistence.ts
│   │   │   ├── search.ts    # Fuzzy + semantic search
│   │   │   ├── tours.ts     # Tour generation
│   │   │   ├── schema.ts    # Zod validation schemas
│   │   │   └── tree-sitter.ts
│   │   └── tests/
│   └── dashboard/           # React dashboard app
│       └── src/

rm -rf .understand-anything/
/understand

pnpm install                                        # Install all dependencies
pnpm --filter @understand-anything/core build       # Build core package
pnpm --filter @understand-anything/core test        # Run core tests
pnpm --filter @understand-anything/skill build      # Build plugin package
pnpm --filter @understand-anything/skill test       # Run plugin tests
pnpm --filter @understand-anything/dashboard build  # Build dashboard
pnpm dev:dashboard                                  # Dashboard dev server with HMR

# See what your diff actually touches in the architecture
/understand-diff

# Generate a structured onboarding doc grounded in the real code
/understand-onboard

/understand-chat What are all the entry points for the GraphQL API?
/understand-explain src/graphql/resolvers/

/understand-explain src/workers/queue-processor.ts
# Returns: summary, key functions, what calls it, what it calls, concepts used

# Fork, then:
git checkout -b feature/my-feature
pnpm --filter @understand-anything/core test   # must pass
# open a PR — file an issue first for major changes