How does the skill handle duplicate news entries?

It uses AI-powered semantic analysis to compare new findings with existing records in your news.jsonl file, ensuring only unique entries or those from more authoritative sources are preserved.

Where is the archived data stored?

All curated data is stored locally within your workspace under the 'records/news' directory in a structured JSONL format, making it easy to parse or index.

Does it require a specific search tool?

The skill utilizes the 'web.run' tool to perform multi-query searches across official blogs, preprint servers like arXiv, and government websites.

Can I customize the topics being tracked?

Yes. While it defaults to international conflicts and AI, you can specify custom topics (e.g., 'Agent Papers') which the skill can then append to its default tracking list.

How does it ensure data freshness?

The skill uses dynamic date anchoring, setting a rolling window from T-7 to the current system date for every execution.

Global News & AI Archiver

Name: Global News & AI Archiver
Author: Krual-T

byKrual-T

•

Web Scraping & Data Collection

Automates the discovery, semantic deduplication, and structured archival of global events, trade policies, and AI research updates within a rolling seven-day window.

The news-fetch skill transforms Claude into a specialized intelligence agent capable of monitoring the fast-moving landscapes of international conflict, trade policy, and AI/Agent research. By leveraging multi-query web searches and a sophisticated semantic deduplication engine, it filters out noise and redundant reports to maintain a high-signal database of atomic records. This tool is essential for teams building RAG (Retrieval-Augmented Generation) systems or researchers who need a structured, local repository of recent significant events without the manual overhead of daily data collection.

Key Features

01AI-powered semantic deduplication against existing local records

02Specialized tracking for AI agents, international trade, and China policy

03Automated workflow logging and task tracking for auditability

04Rolling 7-day automated news retrieval and archival

05Structured atomic storage in JSONL format for RAG integration

066 GitHub stars

Use Cases

01Tracking geopolitical shifts and trade policy changes for business risk assessment

02Monitoring competitor breakthroughs and academic preprints in the AI space

03Maintaining a local intelligence database for RAG-enhanced AI agents

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add krual-t/lifekernel news-fetch

For use in Claude.ai and ChatGPT

Download Skill