KG Extract

Extract entities (classes, functions, modules, types, concepts) and their relations (imports, extends, implements, depends-on, calls) from source files, then store them as a knowledge graph in AgentDB.

When to use

When you need to build or update a knowledge graph from source code or documentation. Useful for understanding codebase structure, dependency analysis, and impact assessment.

Steps

1. Scan files -- use Glob and Read to enumerate and read source files at the given path
2. Identify entities -- extract classes, functions, modules, types, and config references from each file
3. Map relations -- for each entity, determine its relations to other entities. Critical: TypeScript import type and inline type specifiers (import { type Foo, bar }) are erased at compile time and MUST NOT be counted as value imports -- they're a separate, weaker relation. Misclassifying them produces phantom runtime cycles (see ruvnet/ruflo#2049).

• imports: value imports (import { x } from '...', require(...)) -- weight 0.9
• type-depends-on: TypeScript type-only imports (import type { Foo } from '...' and import { type Foo, value } from '...') -- weight 0.1, never used for cycle detection or runtime impact analysis
• extends: class inheritance -- weight 0.9
• implements: interface implementations -- weight 0.7
• depends-on: constructor dependencies, injected services -- weight 0.8
• calls: function/method invocations -- weight 0.7
• references: documentation mentions, comments -- weight 0.3

Regex hint for classifying TS imports (so a naive from '...' grep doesn't conflate the two): ^\s*import\s+type\s+ → type-depends-on (entire import is type-only) ^\s*import\s*\{[^}]*\btype\s+\w+ → split: type specifiers → type-depends-on, value specifiers → imports ^\s*import\s+[^{]*\bfrom\s+ → imports (value)

1. Store in AgentDB -- call mcp__plugin_ruflo-core_ruflo__agentdb_hierarchical-store for each entity with metadata (name, type, file, line, description)
2. Create edges -- call mcp__plugin_ruflo-core_ruflo__agentdb_causal-edge for each relation with source, target, relation type, and weight
3. Report -- summarize: total entities by type, total relations by type, files scanned

CLI alternative

bash
npx @claude-flow/cli@latest memory store --namespace knowledge-graph --key "entity-NAME" --value "METADATA_JSON"
npx @claude-flow/cli@latest memory search --query "entities in auth module" --namespace knowledge-graph