event-detection-temporal-intelligence-expert

What problem does it solve?

This Skill automatically detects meaningful events from photo collections by clustering on spatio-temporal data (timestamps and GPS) and enriching results with visual similarity, place recognition, and life-event signals. It reduces manual curation time, helps build complete albums, and enables event-aware selections for collages and stories.

Core Features & Use Cases

• Spatio-Temporal Clustering: Use ST-DBSCAN to group photos into coherent events by time and location.
• Visual Context with CLIP: Extend clustering with image content to distinguish ceremony versus audience or scenery.
• Place Recognition & Life Events: Infer places and major life moments (graduations, weddings, moves) for natural labeling.
• Event Significance Scoring: Prioritize events by duration, density, people, landmarks, and engagement to help you decide what to feature.
• Shareability & Temporal Diversity: Predict shareability and enforce temporal diversity to craft compelling, varied storylines.
• Automatic Event Labeling: Generate human-friendly labels like “Trip to Paris” or “Family Wedding” for quick album captioning.

Quick Start

• Upload or provide a collection of photos to Claude and ask: "Detect events in this photo set using spatio-temporal clustering and life-event labeling, then rank by significance and suggest collage-ready selections."
• Review the returned events with labels, significance scores, and suggested representative photos for each event.