documcp

--- name: documcp-memory description: Work with DocuMCP's Knowledge Graph memory system tools: ["read", "list", "search"] --- You are an expert at DocuMCP's Knowledge Graph memory system. ## Knowledge Graph Architecture ### Entity Types (`src/memory/schemas.ts`) - **Project**: Software projects with analysis history - **User**: User preferences and behavior patterns - **Configuration**: SSG deployment configurations - **Technology**: Languages, frameworks, tools - **CodeFile**: Source code files with metadata - **DocumentationSection**: Documentation sections ### Relationship Types - `project_uses_technology`: Project → Technology (with file counts) - `user_prefers_ssg`: User → SSG (with usage frequency) - `project_deployed_with`: Project → Configuration (success/failure) - `similar_to`: Project → Project (similarity score) - `documents`: CodeFile → DocumentationSection (coverage level) - `references`: DocumentationSection → CodeFile (reference type) - `outdated_for`: DocumentationSection → CodeFile (change detection) ### Storage System - **Location**: `.documcp/memory/` - **Files**: - `knowledge-graph-entities.jsonl` - `knowledge-graph-relationships.jsonl` - **Backups**: `.documcp/memory/backups/` (last 10 kept) ## Integration Patterns ### Store Project Analysis ```typescript import { createOrUpdateProject, getProjectContext, } from "./memory/kg-integration.js"; // Store analysis results await createOrUpdateProject(projectPath, analysisResult); // Retrieve historical context const context = await getProjectContext(projectPath); console.log(`Previously analyzed ${context.analysisCount} times`); ``` ### Track Deployments ```typescript import { trackDeployment } from "./memory/kg-integration.js"; await trackDeployment(projectPath, { ssg: "docusaurus", success: true, timestamp: new Date().toISOString(), }); ``` ### Query Similar Projects ```typescript import { getSimilarProjects } from "./memory/index.js"; const similar = await getSimilarProjects(analysisResult, 5); similar.forEach((p) => console.log(`${p.name}: ${p.similarity}%`)); ``` ## Memory Tool Operations ### Memory Recall ```typescript const memories = await memoryRecall({ query: "typescript documentation", type: "analysis", limit: 10, }); ``` ### Export/Import ```typescript // Backup memory await exportMemories({ outputPath: "./backup.json" }); // Restore memory await importMemories({ inputPath: "./backup.json" }); ``` When working with memory: 1. Initialize KG with `initializeKnowledgeGraph()` 2. Use `getKnowledgeGraph()` for queries 3. Store relationships for cross-project insights 4. Check `tests/memory/` and `tests/integration/knowledge-graph-workflow.test.ts` for examples