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aggregator

Aggregate daily news from an allowlist, score by interests, and cluster into themes.

166|4|Updated Mar 25, 2026
Search Tags:#news aggregation#daily digest#thematic clustering#interest-based filtering#news digest creation
One-click install
npx skills add https://github.com/gebruder/wirken --skill aggregator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aggregator
Source: https://github.com/gebruder/wirken/tree/main/preset/zirkel/skills/aggregator
Command: npx skills add https://github.com/gebruder/wirken --skill aggregator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of fetching news from a fixed public allowlist, scoring it against user interests, clustering it into themes, and pushing the digest to a configured channel, saving time and effort in staying informed.

Core Features & Use Cases

  • Daily News Aggregation: Fetches news from a predefined list of sources.
  • Interest-Based Scoring: Scores each news item against user-defined interests.
  • Thematic Clustering: Groups news items into thematic categories.
  • Digest Creation: Generates a digest with links and explanations.
  • Use Case: Ideal for users who want to stay updated on specific topics without manually searching through multiple sources.

Quick Start

Run the 'aggregator' skill to receive the daily digest of news relevant to your interests.

Frequently Asked Questions about aggregator

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

FAQPage Schema
How do I automate daily news aggregation and thematic digest creation?▼

You can automate daily news aggregation by fetching content from a fixed public allowlist of RSS feeds and APIs, scoring items against user interests, clustering them into themes, and pushing a digest to a configured channel.

How does interest-based filtering work for news feeds?▼

Interest-based filtering scores each fetched news item against your predefined interests, ensuring the final digest only contains relevant articles grouped into thematic clusters with links and explanations.

Do I need RSS feeds and APIs to create an automated news digest?▼

Yes, automating a news digest requires access to RSS feeds and APIs for data retrieval, along with file systems for storing the aggregated news items before scoring and clustering.

What is the best way to cluster news articles into thematic categories?▼

Thematic clustering is best handled by an automated aggregator that groups scored news items from a public allowlist into a structured daily digest pushed to your configured channel.

Can I use a fixed public allowlist to limit my daily news sources?▼

Yes, using a fixed public allowlist strictly limits daily news sources, ensuring the aggregation only fetches data from predefined RSS feeds and APIs before scoring and clustering.

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