Comprehensive news aggregator that fetches, filters, and deeply analyzes real-time content from 28 sources including Hacker News, GitHub, Hugging Face Papers, AI Newsletters, WallStreetCN, Weibo, and Podcasts. Use when user requests 'daily scans', 'tech news', 'finance updates', 'AI briefings', 'deep analysis', or says '如意如意' to open the interactive menu.
Fetch real-time hot news from 28 sources, generate deep analysis reports in Chinese.
Every news request follows the same workflow, regardless of source or combination:
# Single source
python3 scripts/fetch_news.py --source <source_key> --no-save
# Multiple sources (comma-separated)
python3 scripts/fetch_news.py --source hackernews,github,wallstreetcn --no-save
# All sources (broad scan)
python3 scripts/fetch_news.py --source all --limit 15 --deep --no-save
# With keyword filter (auto-expand: "AI" → "AI,LLM,GPT,Claude,Agent,RAG")
python3 scripts/fetch_news.py --source hackernews --keyword "AI,LLM,GPT" --deep --no-save
Read the output JSON and format every item using the Unified Report Template below. Translate all content to Simplified Chinese.
Save the report to reports/YYYY-MM-DD/<source>_report.md, then display the full content to the user.
All sources use this single template. Show/hide optional fields based on data availability.
#### N. [标题 (中文翻译)](https://original-url.com)
- **Source**: 源名 | **Time**: 时间 | **Heat**: 🔥 热度值
- **Links**: [Discussion](hn_url) | [GitHub](gh_url) ← 仅在数据存在时显示
- **Summary**: 一句话中文摘要。
- **Deep Dive**: 💡 **Insight**: 深度分析（背景、影响、技术价值）。
Only the differences from the universal template:
| Source | Adaptation |
|---|---|
| Hacker News | MUST include [Discussion](hn_url) link |
| GitHub | Use 🌟 Stars for Heat, add Lang field, add #Tags in Deep Dive |
| Hugging Face | Use 🔥 +N upvotes for Heat, include [GitHub](url) if present, write 深度解读 (not just translate abstract) |
| Preserve exact heat text (e.g. "108万") |
| Arg | Description | Default |
|---|---|---|
--source | Source key(s), comma-separated. See table below. | all |
--limit | Max items per source | 15 |
--keyword | Comma-separated keyword filter | None |
--deep | Download article text for richer analysis | Off |
--save | Force save to reports dir | Auto for single source |
--outdir | Custom output directory | reports/YYYY-MM-DD/ |
| Category | Key | Name |
|---|---|---|
| Global News | hackernews | Hacker News |
36kr | 36氪 | |
wallstreetcn | 华尔街见闻 | |
tencent | 腾讯新闻 | |
weibo | 微博热搜 | |
v2ex | V2EX | |
producthunt | Product Hunt | |
github | GitHub Trending | |
| AI/Tech | huggingface | HF Daily Papers |
ai_newsletters | All AI Newsletters (aggregate) | |
bensbites | Ben's Bites | |
interconnects | Interconnects (Nathan Lambert) | |
oneusefulthing | One Useful Thing (Ethan Mollick) | |
chinai | ChinAI (Jeffrey Ding) | |
memia | Memia | |
aitoroi | AI to ROI | |
kdnuggets | KDnuggets | |
| Podcasts | podcasts | All Podcasts (aggregate) |
lexfridman | Lex Fridman | |
80000hours | 80,000 Hours | |
latentspace | Latent Space | |
| Essays | essays | All Essays (aggregate) |
paulgraham | Paul Graham | |
waitbutwhy | Wait But Why | |
jamesclear | James Clear | |
farnamstreet | Farnam Street | |
scottyoung | Scott Young | |
dankoe | Dan Koe |
Pre-configured multi-source profiles:
python3 scripts/daily_briefing.py --profile <profile>
| Profile | Sources | Instruction File |
|---|---|---|
general | HN, 36Kr, GitHub, Weibo, PH, WallStreetCN | instructions/briefing_general.md |
finance | WallStreetCN, 36Kr, Tencent | instructions/briefing_finance.md |
tech | GitHub, HN, Product Hunt | instructions/briefing_tech.md |
social | Weibo, V2EX, Tencent | instructions/briefing_social.md |
ai_daily | HF Papers, AI Newsletters | instructions/briefing_ai_daily.md |
reading_list | Essays, Podcasts | (Use universal template) |
Workflow: Execute script → Read corresponding instruction file → Generate report following both the instruction file AND the universal template.
"AI,LLM,GPT,Claude,Agent,RAG,DeepSeek". Similar expansions for other domains.reports/YYYY-MM-DD/ before displaying.When the user says "如意如意" or asks for "menu/help":
templates.mdpip install -r requirements.txtplaywright install chromium