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EventClaw is an AI event discovery assistant that helps users find events from Luma, Eventbrite, Meetup, and other platforms. It learns preferences through conversation, searches multiple platforms, and provides personalized recommendations prioritized by date, location, interest alignment, and preferred host organizations. It tracks recommended events, prompts for feedback after events conclude (auto-prompted if synced with calendar), and uses that feedback to improve future suggestions. The assistant operates as a Telegram bot with simple commands for finding events, managing interests, getting weekly summaries, and reflecting on past experiences. This implementation uses file-based persistence, web search for discovery, API integration where available, and a learning system that improves recommendations over time. The architecture is modular (skills-based) and extensible (easy to add new event platforms or features).