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global-news-gatherer

Fetch and summarize global news from multiple sources into deduplicated briefs.

Updated Mar 24, 2026
Search Tags:#aggregation#deduplication#news#rss#multisource#markdown-output#trend-detection
One-click install
npx skills add https://github.com/gjwroot/trae-skills-collection --skill global-news-gatherer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: global-news-gatherer
Source: https://github.com/gjwroot/trae-skills-collection/tree/main/.trae/skills/global-news-gatherer
Command: npx skills add https://github.com/gjwroot/trae-skills-collection --skill global-news-gatherer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

全球新闻聚合器 Ultimate v5 汇聚全球与中国来源，通过多层数据源和去重、趋势检测等机制为用户提供可操作的新闻简报，减少信息噪散并提升洞察力。

Core Features & Use Cases

  • 五级数据源架构：Tier S Bash curl → Tier 0 RSS/HTML → Tier 1 WebFetch RSSHub → Tier 2 WebSearch → Tier 3 MCP，实现高可靠性与覆盖广度。
  • 直取 JSON/API 数据源：直接从 Hacker News、ArXiv、少数派、Lobsters、Dev.to 等源抓取结构化数据，降低幻觉与误解。
  • 趋势检测与多源融合：跨源趋势检测、重复项去重与合并，突出“🔥趋势”和“🔥🔥 热门趋势”主题。
  • 多格式输出与早报计划：提供详细卡片、紧凑表格、纯链接等输出格式，支持定时早报与历史对比。
  • 健康监控与降级策略：记录信源健康，遇到故障时自动降级并保持输出。

Quick Start

Ask the global-news-gatherer to compile today's multi-source news briefing with trends, headlines, and links.

Frequently Asked Questions about global-news-gatherer

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

FAQPage Schema
How do I aggregate global news from RSS feeds and deduplicate headlines for a morning briefing?▼

To aggregate global news and deduplicate headlines, this Skill fetches from multi-tier sources like RSS and Hacker News, applying cross-source validation to deliver a clean morning briefing. It merges overlapping stories to reduce noise.

What is cross-source trend detection in multi-source news aggregation?▼

Cross-source trend detection in multi-source news aggregation identifies topics appearing across distinct platforms simultaneously. This mechanism highlights emerging trends and hot topics by validating occurrences across varied data sources.

Can I fetch structured JSON news data directly from Hacker News and Techmeme without web scraping?▼

Yes, you can fetch structured JSON news data directly from platforms like Hacker News without web scraping. The pipeline targets direct JSON and API sources to lower hallucination risks and bypass HTML parsing.

Does the news aggregation pipeline support automatic fallback when an RSS source fails?▼

Yes, the news aggregation pipeline supports automatic fallback when an RSS source fails. It implements a tiered fetch strategy with health monitoring, degrading gracefully to lower tiers like WebSearch to maintain output.

What output formats are available for multi-source news briefs?▼

Available output formats for multi-source news briefs include detailed cards, compact tables, and pure links. The pipeline formats aggregated data into markdown to suit different reading preferences and reporting needs.

How do I compile a daily tech and finance news briefing covering both global and Chinese sources?▼

To compile a daily tech and finance news briefing covering global and Chinese sources, the pipeline merges structured data from ArXiv and sspai with standard RSS. It applies cross-source validation to generate trend-aware briefs.

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