---
name: media-recommender
description: Recommend movies and TV shows based on the user's watch history and preferences. Use when the user asks for movie/show recommendations, what to watch next, or wants suggestions. Analyzes the user's Jellyfin library and watch history to understand taste.
---

## How to Recommend Movies & Shows

1. Run `bin/jellyfin library` to get the full library with genres and ratings
2. Run `bin/jellyfin watched` and `bin/jellyfin resume` to see recent activity
3. Analyze watch patterns: favorite genres, preferred types (movies vs shows), completion rates
4. Use `web_search` to find similar content if needed
5. Recommend 3-5 items with explanations of WHY based on their watch history
6. Check availability (is it on streaming services they might have? on Jellyfin already?)
7. Note: user has ADHD — keep recommendations punchy
8. Format for WhatsApp (no markdown tables)