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This skill provides a specialized workflow for maintaining accurate event information by re-scraping specific URLs. It automatically handles URL normalization to prevent duplicates, utilizes Firecrawl for robust web scraping, and leverages Claude's analytical capabilities to extract structured event data from markdown content. It is particularly useful for local media curators and newsletter publishers who need to verify changed event details, refresh weekly schedules, or fix incorrectly scraped data while ensuring all updates are persisted to a local SQLite database.