progress-photo-analyzer

What problem does it solve?

Manually reviewing large volumes of construction site photo metadata to track project progress and identify safety risks is slow, inconsistent, and prone to human error, especially for large-scale projects with hundreds or thousands of site photos. This Skill automates the analysis process to deliver fast, structured insights without requiring custom computer vision model setup or manual data entry.

Core Features & Use Cases

• Metadata-driven progress tracking: Automatically categorizes photos by construction activity (excavation, framing, finishes etc.) and groups progress metrics by level, zone, and capture date.
• Safety risk flagging: Identifies potential safety issues like missing PPE, fall hazards, or housekeeping problems from photo filenames, notes, and metadata fields.
• BIM context alignment: Optionally compares photo level and zone metadata against a normalized BIM snapshot to identify matching model elements for richer context.
• Use Case: For a commercial construction project, use this Skill to process a weekly batch of 500+ site photos and their manifests to generate a standardized progress and safety report for stakeholders.

Quick Start

Use the progress-photo-analyzer skill to analyze your construction site photo manifest or photo directory and produce a structured progress and safety report for your project.