What problem does it solve?
Users managing FF&E and product schedules for architecture, engineering, and construction projects often need to juggle multiple specialized helper skills for tasks like data import, PDF parsing, cleanup, enrichment, and product matching. This skill eliminates that complexity by providing a single, unified entry point that automatically routes requests to the smallest relevant helper pipeline, no specialized skill knowledge required.
Core Features & Use Cases
- Intelligent Request Routing: Classifies plain-language user requests for product schedule tasks and dispatches them to the correct helper skill pipeline, avoiding unnecessary skill loading.
- Pre-flight PDF Validation: Scans input directories for unconverted PDF files before import to prevent missing product data, surfacing blockers explicitly instead of silently skipping files.
- Full Workflow Coverage: Supports end-to-end product schedule lifecycles including raw data import, messy row cleanup, metadata enrichment, PDF spec parsing, product research, matching, pairing, image processing, and CSI outline spec writing.
- Real-World Use Case: A user with a folder of product cut sheets, messy CSV notes, and a request to add all items to a master FF&E schedule can submit the request in plain language, and the skill will route the correct tools to parse PDFs, clean data, enrich entries, and import to the schedule.
Quick Start
Use the master-schedule skill to import my messy product notes and PDF cut sheets into the master FF&E schedule.
