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content-monitor

Automate multi-source discovery, extraction, summarization, and evaluation into scored daily digests.

1|Updated May 6, 2026
Search Tags:#summarization#deduplication#content monitoring#trend tracking#rss feeds#intelligence pipeline#scored digests
One-click install
npx skills add https://github.com/jacob-balslev/skill-graph --skill content-monitor-jacob-balslev
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: content-monitor
Source: https://github.com/jacob-balslev/skill-graph/tree/main/marketplace/skills/content-monitor
Command: npx skills add https://github.com/jacob-balslev/skill-graph --skill content-monitor-jacob-balslev

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill removes the burden of manually scanning many external sources and turning scattered updates into consistent, actionable intelligence.

Core Features & Use Cases

  • Multi-source monitoring pipeline: Adapts discovery across YouTube RSS, GitHub trending/topics, Reddit, awesome lists, Google Search, Hacker News, changelogs, newsletters, arXiv, podcasts, and Skills.sh.
  • Phased processing with guardrails: Runs a structured Discover → Extract → Summarize → Evaluate workflow with deduplication and a configurable schedule.
  • Actionable intelligence briefs: Produces daily digest outputs with scored relevance and concrete next actions for developers and operators.
  • Clear boundaries on use: Use it for trend and source monitoring, not SEO keyword research or competitive product analysis.

Quick Start

Configure your scripts/content-monitor/sources.json for the sources you care about, then run the monitor to produce a scored daily digest with actionable brief items.

Frequently Asked Questions about content-monitor

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

FAQPage Schema
How do I automate multi-source intelligence monitoring for RSS feeds and Reddit?▼

Multi-source intelligence monitoring automates discovery, extraction, and summarization across platforms like Reddit and RSS feeds to produce scored daily digests. You configure a sources file with target URLs and run the scheduled pipeline to receive actionable content briefs.

What sources are supported for automated content monitoring and trend tracking?▼

Content monitoring supports YouTube RSS, GitHub trending, Reddit, Hacker News, changelogs, newsletters, arXiv, podcasts, and Google Search. The pipeline adapts its extraction logic to each platform to generate unified, scored daily digests.

How do I generate daily intelligence briefs from scattered updates across blogs and GitHub?▼

Generating daily intelligence briefs requires a phased Discover, Extract, Summarize, and Evaluate workflow with deduplication. The system uses a cheap summarizer followed by higher-quality evaluation to produce scored digests with concrete next actions.

Can I use content monitoring for competitive product analysis or SEO keyword research?▼

Content monitoring is designed for trend tracking and source monitoring, not for SEO keyword research or competitive product analysis. It excels at turning scattered external updates into consistent, actionable intelligence briefs for developers.

How does deduplication work when tracking multiple content sources like arXiv and podcasts?▼

Deduplication relies on a stable item identity stored in a seen-items JSON file. This ensures that repeated content across sources like arXiv and podcasts is recognized and filtered out during the discovery and extraction phases.

Do I need to configure a schedule for automated content briefs and scored digests?▼

Yes, you need to configure a scheduled cadence to run the monitoring pipeline automatically. Configuring the schedule ensures the discover, extract, summarize, and evaluate workflow runs consistently to produce your daily intelligence briefs.

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