← All work
06 — Scheduled classification agent

Research Digest Scanner

Daily
Wake cycle
Ranked
By relevance
Reply
To trigger action

A daily agent that reads new research articles, ranks them by relevance, and emails a digest — where replying to the email can trigger further action.

The problem

Staying on top of relevant research meant either skimming everything manually or missing what mattered.

How it works

A scanner wakes daily and pulls new research articles

A classification pass ranks each article by priority and relevance

An email digest goes out, with reply-to-act functionality that commits further agent actions

Stack

Scheduled agentsEmail-based human-in-the-loopClassification pipeline

Outcome

A single daily email replaces manual scanning, with the option to trigger deeper action directly from the inbox.

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