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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
Quick health check (lint, types, tests)
Smart commit with message
| name | docs |
| description | Generate documentation |
Generate documentation for specified code.
/docs lib/rag.ts - Document specific file/docs api - Document API endpoints/docs - Update CLAUDE.md/**
* Brief description.
*
* @param name - Parameter description
* @returns Return value description
* @throws {Error} When this happens
*/
## POST /api/endpoint
Description of what it does.
### Request
### Response
### Errors
Generate documentation that is: