Frontier Knowledge Digest (前沿知识简报)
Deliver a curated daily briefing of humanity's latest and most impactful knowledge discoveries — spanning cutting-edge science, AI breakthroughs, and top-tier journal publications.
When to Use
- "帮我获取今天的前沿知识简报"
- "最近有什么重要的科技/AI新闻？"
- "有什么值得关注的新论文？"
- "每日知识简报" / "daily digest"
Execution Flow
Step 1: Search Latest Information
Use web search to query across 12+ domains in parallel:
| # | Domain | Search Query |
|---|---|---|
| 1 | AI/Tech News | AI news today latest developments machine learning OpenAI DeepMind Anthropic |
| 2 | Tech Startups | tech news today startup funding product launch |
| 3 | Top Journals | Nature Science Cell journal latest papers this week breakthrough |
| 4 | arXiv | arXiv trending papers AI machine learning LLM |
| 5 | Biomedicine | medical research breakthrough NEJM Lancet latest |
| 6 | Physics/Astronomy | physics astronomy quantum computing breakthrough research |
| 7 | Energy/Climate | clean energy climate research renewable breakthrough |
| 8 | Neuroscience | neuroscience brain research breakthrough consciousness |
| 9 | Robotics/Space | robotics humanoid robot SpaceX space exploration news |
| 10 | Materials Science | materials science nanotechnology superconductor breakthrough |
| 11 | Social Sciences | economics research psychology behavioral science study |
| 12 | AI Ethics/Policy | AI regulation policy ethics governance news |
| 13 | Web3/FinTech | blockchain crypto fintech regulation news |
Step 2: Filter & Rate
Filter results to keep only high-value content:
| Rating | Criteria |
|---|---|
| ⭐⭐⭐ | Milestone discoveries (Nobel-prize level, paradigm shifts) |
| ⭐⭐ | Important advances (top journals, high impact) |
| ⭐ | Worth noting (interesting, practical) |
Step 3: Generate Report
Output in structured format:
# 🌍 前沿知识简报 | {date}
## 📊 今日概览
- 共筛选 X 条值得关注的信息
- 重点领域：{field1}, {field2}...
---
## 🔬 顶级期刊 (Nature/Science/Cell)
### 1. [Paper Title] ⭐⭐⭐
- **来源**: Nature | 2026-XX-XX | [Original Link](url)
- **核心发现**: 3-5 sentence detailed description
## 🤖 AI/Machine Learning
## 🧬 Biomedicine
## 🔭 Physics/Astronomy/Math
## ⚛️ Quantum Computing
## 🧠 Neuroscience
## 🤖 Robotics/Automation
## 🚀 Space/Aerospace
## 🌱 Energy/Climate
## 🧪 Materials Science
## 📊 Economics/Society/Psychology
## ⚖️ AI Ethics/Policy
## 🔗 Web3/FinTech
## 💡 Tech Industry News
---
## 📌 This Week's Must-Reads
Recommend 1-2 most worthwhile deep-reads
---
> Generated: {timestamp}
> Saved to: ~/Documents/FrontierKnowledge/{year-month}/{date}-daily-digest.md
Step 4: Save Locally
Save the generated report to:
~/Documents/FrontierKnowledge/{year-month}/{date}-daily-digest.md
Category Reference
| Category | Icon | Coverage |
|---|---|---|
| Top Journals | 🔬 | Nature, Science, Cell |
| AI/ML | 🤖 | LLM, Deep Learning, AI Companies |
| Biomedicine | 🧬 | NEJM, Lancet, Drug R&D, Clinical Trials |
| Physics/Astronomy | 🔭 | Particle Physics, Astrophysics, Math Proofs |
| Quantum Computing | ⚛️ | Quantum Advantage, Error Correction |
| Neuroscience | 🧠 | Consciousness, Brain-Computer Interface |
| Robotics | 🤖 | Humanoid Robots, Industrial Automation |
| Space | 🚀 | SpaceX, Mars Missions, Satellite Tech |
| Energy/Climate | 🌱 | Clean Energy, Carbon Capture |
| Materials | 🧪 | Nanomaterials, Superconductors |
| Economics/Society | 📊 | Economic Research, Behavioral Science |
| AI Ethics | ⚖️ | Regulations, Ethics Discussions |
| Web3/FinTech | 🔗 | Blockchain, DeFi, Payment Innovation |
| Tech Industry | 💡 | Funding, Acquisitions, Product Launches |
Configuration Options
Interest Weights
Users can adjust focus areas via conversation:
- "我更关注 AI 和生物医学" → Prioritize these categories
- "暂时不想看物理方面的" → Skip physics section
Time Range
- Default: Last 24-48 hours
- Adjustable: "帮我看看这周的重要新闻" → This week
Guidelines
- Quality over quantity — Only recommend truly valuable content
- No duplicates — Check history to avoid repeat recommendations
- Detailed descriptions — Each item should have 3-5 sentences explaining the discovery, method, and significance
- Source links — Always provide original article links
- Star ratings — Help users quickly identify priority items
- Flexible categories — Skip categories with no noteworthy news; never force-fill