What problem does it solve? Facility and plantation managers need a consistent way to verify staff quarters conditions without manual walkthroughs. This Skill turns photos submitted via Telegram or a web portal into structured pass/fail inspection reports checked against a defined inventory and checklist pack. ## Core Features & Use Cases - Pack-driven VLM inspection: Builds a vision-model prompt from a JSON/YAML inspection pack (expected furniture counts plus cleanliness and safety checklist items) and parses the VLM's JSON response. - Deterministic report building: Converts observations into a validated report with per-item pass/fail, a failed_items list, and an overall status, rendered as Markdown. - Fail-closed safety policy: Checklist items the VLM could not assess default to fail, so safety-critical checks like mold or wiring are never silently skipped. - Use Case: A plantation supervisor sends inspect SITE-A UNIT-12 plantation-type-a-v1 with three room photos via Telegram and receives a report flagging a missing cupboard and mold near the window. ## Quick Start Send the inspect command with a site ID, unit ID, and pack ID along with photos of the quarters to receive a structured pass/fail inspection report.
