AI News Aggregator

AI/技术新闻聚合引擎。100+ RSS源并发抓取、兴趣评分、跨天去重、统一预取。

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Install skill "AI News Aggregator" with this command: npx skills add lanyasheng/ai-news-aggregator

AI News Aggregator — AI/技术新闻高性能聚合引擎

并发抓取 100+ RSS 源,12秒完成,支持 ETag/Last-Modified 缓存、日期过滤。

Setup

确保 Python 3.8+ 可用,无需额外依赖(纯标准库)。

When to Use

用户需要查看 AI/技术新闻、技术趋势、最新论文、GitHub 热门项目、AI 公司动态时使用。

触发关键词:

  • "AI 新闻"、"技术新闻"、"今天有什么新闻"
  • "最新论文"、"arXiv"、"AI 研究"
  • "GitHub 热门"、"趋势项目"
  • "OpenAI 动态"、"Anthropic 更新"

Architecture

ai-news-aggregator/
├── scripts/
│   ├── rss_aggregator.py      # 核心 RSS 抓取器
│   ├── rss_sources.json       # 100+ RSS 源配置
│   ├── arxiv_papers.py        # arXiv 论文搜索
│   ├── github_trending.py     # GitHub 热门项目
│   └── summarize_url.py       # 文章摘要
└── SKILL.md                   # 本文件

Data Sources

分类源数内容
company16OpenAI, Anthropic, Google, Meta, NVIDIA, Apple, Mistral 等官方博客
papers6arXiv AI/ML/NLP/CV, HuggingFace Daily Papers, BAIR
media16MIT Tech Review, TechCrunch, Wired, The Verge, VentureBeat 等
newsletter15Simon Willison, Lilian Weng, Andrew Ng, Karpathy 等专家
community12HN, GitHub Trending, Product Hunt, V2EX 等
cn_media5机器之心, 量子位, 36氪, 少数派, InfoQ
ai-agent5LangChain, LlamaIndex, Mem0, Ollama, vLLM 博客
twitter10Sam Altman, Karpathy, LeCun, Hassabis 等 AI 领袖

Core Commands

RSS 聚合

# 抓取所有源(最近3天新闻)
python3 skills/ai-news-aggregator/scripts/rss_aggregator.py --category all --days 3 --limit 10

# 只看公司博客
python3 skills/ai-news-aggregator/scripts/rss_aggregator.py --category company --days 1 --limit 5

# 只看中文媒体
python3 skills/ai-news-aggregator/scripts/rss_aggregator.py --category cn_media --days 3 --limit 10

# AI Agent 相关
python3 skills/ai-news-aggregator/scripts/rss_aggregator.py --category ai-agent --days 7 --limit 10

# 输出 JSON 格式
python3 skills/ai-news-aggregator/scripts/rss_aggregator.py --category all --days 1 --json

arXiv 论文

# 最新 AI 论文(按热度排序)
python3 skills/ai-news-aggregator/scripts/arxiv_papers.py --limit 5 --top 10

# 搜索特定主题
python3 skills/ai-news-aggregator/scripts/arxiv_papers.py --query "multi-agent" --top 5

GitHub Trending

# AI 相关热门项目(今日)
python3 skills/ai-news-aggregator/scripts/github_trending.py --ai-only

# 本周热门
python3 skills/ai-news-aggregator/scripts/github_trending.py --since weekly

Core Rules

1. 优先使用 --days 参数

默认抓取最近 N 天的新闻,避免获取过期内容:

  • 日报:--days 1
  • 周报:--days 7
  • 月报:--days 30

2. 分类选择策略

用户需求推荐分类
公司动态--category company
技术论文--category papers
中文资讯--category cn_media
社区趋势--category community
AI Agent--category ai-agent

3. 缓存机制

  • 首次抓取后自动缓存(ETag/Last-Modified)
  • 缓存有效期 1 小时
  • 重复抓取秒级完成

Configuration

编辑 scripts/rss_sources.json 添加/删除 RSS 源:

{
  "name": "OpenAI Blog",
  "url": "https://openai.com/blog/rss.xml",
  "category": "company"
}

Source Transparency

This detail page is rendered from real SKILL.md content. Trust labels are metadata-based hints, not a safety guarantee.

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