event-detection-temporal-intelligence-expert
Expert in temporal event detection, spatio-temporal clustering (ST-DBSCAN), and photo context understanding. Use for detecting photo events, clustering by time/location, shareability prediction, place recognition, event significance scoring, and life event detection. Activate on 'event detection', 'temporal clustering', 'ST-DBSCAN', 'spatio-temporal', 'shareability prediction', 'place recognition', 'life events', 'photo events', 'temporal diversity'. NOT for individual photo aesthetic quality (use photo-composition-critic), color palette analysis (use color-theory-palette-harmony-expert), face
npx skills add majiayu000/claude-skill-registry --skill event-detection-temporal-intelligence-expert-erichowens-some-cla-erichowens-some-claude-skills --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Event Detection & Temporal Intelligence Expert Expert in detecting meaningful events from photo collections using spatio-temporal clustering, significance scoring, and intelligent photo selection for collages. ## When to Use This Skill ✅ **Use for:** - Detecting events from photo timestamps + GPS coordinates - Clustering photos by time, location, and visual content (ST-DBSCAN, DeepDBSCAN) - Scoring event significance (birthday > commute) - Predicting photo shareability for social media - Recognizing life events (graduations, weddings, births, moves) - Temporal diversity optimization (avoid all photos from one day) - Event-aware collage photo selection ❌ **NOT for:** - Individual photo aesthetic quality → `photo-composition-critic` - Color palette analysis → `color-theory-palette-harmony-expert` - Face clustering/recognition → `photo-content-recognition-curation-expert` - CLIP embedding generation → `clip-aware-embeddings` - Single-photo timestamp extraction (basic EXIF parsing) ## Quick Decision Tree ``` Need to group photos into meaningful events? ├─ Have GPS + timestamps? ──────────────────── ST-DBSCAN │ ├─ Also need visual similarity? ────────── DeepDBSCAN (add CLIP) │ └─ Need
- When to Use This Skill
- Quick Decision Tree
- Core Concepts
- 1. ST-DBSCAN: Spatio-Temporal Clustering
- 2. DeepDBSCAN: Adding Visual Content
- 3. Hierarchical Event Detection
- Event Significance Scoring
- Shareability Prediction
- Life Event Detection
- Temporal Diversity for Selection
- Method Comparison
- Temporal MMR Formula
- Common Anti-Patterns
- Anti-Pattern: Time-Only Clustering
What does the event-detection-temporal-intelligence-expert skill do?
Expert in temporal event detection, spatio-temporal clustering (ST-DBSCAN), and photo context understanding. Use for detecting photo events, clustering by time/location, shareability prediction, place recognition, event significance scoring, and life event detection. Activate on 'event detection', 'temporal clustering', 'ST-DBSCAN', 'spatio-temporal', 'shareability prediction', 'place recognition', 'life events', 'photo events', 'temporal diversity'. NOT for individual photo aesthetic quality (use photo-composition-critic), color palette analysis (use color-theory-palette-harmony-expert), face
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill event-detection-temporal-intelligence-expert-erichowens-some-cla-erichowens-some-claude-skills --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.