Email Action Engine: Inbox to Structured Task Queue

Your inbox is a firehose of unstructured requests, notifications, and noise. Email Action Engine transforms every email into a categorized, prioritized, actionable task — or discards it as noise. No more reading every message. No more dropping the ball on client requests.

This skill includes a complete Python pipeline: IMAP fetching, LLM-powered classification (with JSON-structured output), priority routing, and task creation hooks for Paperclip or local event queues. It comes with a pre-built classification prompt that handles 6 email categories (action, notification, newsletter, spam, social, transactional) and 4 priority levels.

Designed for AI agents on OpenClaw but adaptable to any automated email workflow. Includes cron integration, security best practices, classifier tuning guide, and troubleshooting. Built from real production patterns — not theory.