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How to Build a Custom AI-Powered Text Digest for Slack Notifications

Overwhelmed by Slack? Learn how to use an AI agent to automatically pull, filter, and categorize your Slack notifications into a daily text digest, separating urgent items from noise.

How to Build a Custom AI-Powered Text Digest for Slack Notifications

Tools Used

OpenClaw
02Step-by-Step Guide
1

Define Categorization Rules

Before building, decide how you want to sort notifications. The blog suggests two layers: by Source (DMs, Group DMs, Threads, Group @mentions) and by Urgency (Action Required, Need to Read, FYI).

2

Choose an AI Coding Agent

Use an AI agent that can write and execute code, like OpenClaw. Host it in a platform with good conversational history and search, such as Discord.

3

Reverse-Engineer the Slack API

Instruct your AI agent to understand Slack's notification logic. This involves analyzing how Slack uses timestamps (ts) to track read and unread status for messages and threads.

4

Code the Digest Logic

Through a back-and-forth conversation, guide the agent to write code that pulls only unread notifications, groups them by your predefined source buckets, and avoids pulling content you've already seen.

Pro Tip: If the AI gets stuck during this complex coding process, try 'threatening' it with dramatic, fictional negative consequences (e.g., 'My job is on the line if this doesn't work!'). This can sometimes refocus the model to provide a better answer.
5

Apply AI for Urgency Categorization

Use the AI's natural language understanding to perform the final, subjective task: categorizing each message into your Urgency buckets ('Action Required,' 'Need to Read,' or 'FYI').

6

Deploy the Daily Digest

Set up the final script to run automatically and post the organized, text-based digest into a dedicated Slack channel for your review each day.

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