Message Prioritization

Filter and rank Slack messages by relevance and user-defined criteria.

18|7|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/thecloudtips/founder-os --skill message-prioritization
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Message Prioritization
Source: https://github.com/thecloudtips/founder-os/tree/main/plugin/skills/slack/message-prioritization
Command: npx skills add https://github.com/thecloudtips/founder-os --skill message-prioritization

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you manage information overload in Slack by filtering out noise, scoring messages by relevance, and highlighting what truly requires your attention.

Core Features & Use Cases

  • Noise Filtering: Automatically removes low-value messages like join/leave notifications, automated bot posts, and social chatter.
  • Signal Scoring: Ranks messages on a 0-100 scale based on type, engagement, recency, and channel importance.
  • Action Item Extraction: Identifies and extracts explicit tasks assigned to you or others.
  • Use Case: Get a daily digest of only the most critical Slack messages, action items assigned to you, and important announcements, so you can focus on high-priority work without getting lost in the daily chatter.

Quick Start

Prioritize my Slack messages to find the most important ones.

Frequently Asked Questions about Message Prioritization

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I filter Slack noise to find important messages?

To filter Slack noise, this Skill automatically removes low-value messages like join/leave notifications and bot posts, ranking remaining messages by relevance to highlight critical updates and action items requiring your attention.

How does signal scoring work for prioritizing Slack messages?

Signal scoring for prioritizing Slack messages evaluates each message on a 0-100 scale based on message type, engagement, recency, and channel importance, reducing information overload by highlighting high-priority work.

Can I extract action items assigned to me from Slack discussions?

Yes, you can extract action items assigned to you from Slack discussions. The Skill identifies explicit tasks within high-volume communication channels and presents them in a digest so you can focus on execution.

What is the best way to manage information overload in high-volume Slack channels?

The best way to manage information overload in high-volume Slack channels is to generate a daily digest that applies sophisticated natural language processing to filter chatter and surface only critical updates and extracted tasks.

Do I need to configure custom criteria to prioritize my Slack messages?

You can define user-defined criteria to prioritize Slack messages, but the Skill also applies automated noise filtering and metadata analysis by default to identify critical updates without requiring extensive manual setup.

What types of messages are automatically filtered out during Slack message analysis?

During Slack message analysis, automated noise filtering removes low-value messages including join and leave notifications, automated bot posts, and social chatter to ensure only critical updates and action items are surfaced.