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Explore codebase structure
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Enhance ForemanOS construction document processing pipeline — vision extraction, RAG retrieval, material takeoffs, and cross-reference resolution for construction plans (PDF). Triggers when working on: document-processor-batch.ts (vision prompts), intelligence-orchestrator.ts (Phase A/B/C pipeline), rag.ts (scoring/retrieval), takeoff-memory-service.ts (material quantities), symbol-learner.ts (symbol recognition), or any Prisma schema changes to Document/DocumentChunk/DrawingType/SheetLegend/MaterialTakeoff. Also triggers for: new extraction modules, plan processing improvements, RAG tuning for construction queries, or material takeoff accuracy work.
API route scaffolding
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Smart commit with message
| name | explore |
| description | Explore codebase structure |
Explore the ForemanOS codebase structure.
/explore - Overview of project structure/explore api - Explore API routes/explore lib - Explore service modules/explore components - Explore React components# List directories
ls -la
# Count files
find . -name "*.ts" | wc -l
Provide: