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
1---2name: frontier-knowledge-digest3description: Daily digest of cutting-edge science, AI, and top journal papers worldwide. Searches 12+ domains including Nature, Science, arXiv, AI news, biomedicine, physics, quantum computing, neuroscience, robotics, and more. Generates structured, rated reports with star ratings and source links. Triggers: "前沿知识简报", "科技新闻", "最新论文", "daily digest", "frontier knowledge", "science news", "AI news today".4---56# Frontier Knowledge Digest (前沿知识简报)78Deliver a curated daily briefing of humanity's latest and most impactful knowledge discoveries — spanning cutting-edge science, AI breakthroughs, and top-tier journal publications.910---1112## When to Use1314- "帮我获取今天的前沿知识简报"15- "最近有什么重要的科技/AI新闻？"16- "有什么值得关注的新论文？"17- "每日知识简报" / "daily digest"1819---2021## Execution Flow2223### Step 1: Search Latest Information2425Use web search to query across 12+ domains in parallel:2627| # | Domain | Search Query |28|---|--------|-------------|29| 1 | AI/Tech News | `AI news today latest developments machine learning OpenAI DeepMind Anthropic` |30| 2 | Tech Startups | `tech news today startup funding product launch` |31| 3 | Top Journals | `Nature Science Cell journal latest papers this week breakthrough` |32| 4 | arXiv | `arXiv trending papers AI machine learning LLM` |33| 5 | Biomedicine | `medical research breakthrough NEJM Lancet latest` |34| 6 | Physics/Astronomy | `physics astronomy quantum computing breakthrough research` |35| 7 | Energy/Climate | `clean energy climate research renewable breakthrough` |36| 8 | Neuroscience | `neuroscience brain research breakthrough consciousness` |37| 9 | Robotics/Space | `robotics humanoid robot SpaceX space exploration news` |38| 10 | Materials Science | `materials science nanotechnology superconductor breakthrough` |39| 11 | Social Sciences | `economics research psychology behavioral science study` |40| 12 | AI Ethics/Policy | `AI regulation policy ethics governance news` |41| 13 | Web3/FinTech | `blockchain crypto fintech regulation news` |4243### Step 2: Filter & Rate4445Filter results to keep only high-value content:4647| Rating | Criteria |48|--------|----------|49| ⭐⭐⭐ | Milestone discoveries (Nobel-prize level, paradigm shifts) |50| ⭐⭐ | Important advances (top journals, high impact) |51| ⭐ | Worth noting (interesting, practical) |5253### Step 3: Generate Report5455Output in structured format:5657```markdown58# 🌍 前沿知识简报 | {date}5960## 📊 今日概览61- 共筛选 X 条值得关注的信息62- 重点领域：{field1}, {field2}...6364---6566## 🔬 顶级期刊 (Nature/Science/Cell)67### 1. [Paper Title] ⭐⭐⭐68- **来源**: Nature | 2026-XX-XX | [Original Link](url)69- **核心发现**: 3-5 sentence detailed description7071## 🤖 AI/Machine Learning72## 🧬 Biomedicine73## 🔭 Physics/Astronomy/Math74## ⚛️ Quantum Computing75## 🧠 Neuroscience76## 🤖 Robotics/Automation77## 🚀 Space/Aerospace78## 🌱 Energy/Climate79## 🧪 Materials Science80## 📊 Economics/Society/Psychology81## ⚖️ AI Ethics/Policy82## 🔗 Web3/FinTech83## 💡 Tech Industry News8485---8687## 📌 This Week's Must-Reads88Recommend 1-2 most worthwhile deep-reads8990---9192> Generated: {timestamp}93> Saved to: ~/Documents/FrontierKnowledge/{year-month}/{date}-daily-digest.md94```9596### Step 4: Save Locally9798Save the generated report to:99```100~/Documents/FrontierKnowledge/{year-month}/{date}-daily-digest.md101```102103---104105## Category Reference106107| Category | Icon | Coverage |108|----------|------|----------|109| Top Journals | 🔬 | Nature, Science, Cell |110| AI/ML | 🤖 | LLM, Deep Learning, AI Companies |111| Biomedicine | 🧬 | NEJM, Lancet, Drug R&D, Clinical Trials |112| Physics/Astronomy | 🔭 | Particle Physics, Astrophysics, Math Proofs |113| Quantum Computing | ⚛️ | Quantum Advantage, Error Correction |114| Neuroscience | 🧠 | Consciousness, Brain-Computer Interface |115| Robotics | 🤖 | Humanoid Robots, Industrial Automation |116| Space | 🚀 | SpaceX, Mars Missions, Satellite Tech |117| Energy/Climate | 🌱 | Clean Energy, Carbon Capture |118| Materials | 🧪 | Nanomaterials, Superconductors |119| Economics/Society | 📊 | Economic Research, Behavioral Science |120| AI Ethics | ⚖️ | Regulations, Ethics Discussions |121| Web3/FinTech | 🔗 | Blockchain, DeFi, Payment Innovation |122| Tech Industry | 💡 | Funding, Acquisitions, Product Launches |123124---125126## Configuration Options127128### Interest Weights129Users can adjust focus areas via conversation:130- "我更关注 AI 和生物医学" → Prioritize these categories131- "暂时不想看物理方面的" → Skip physics section132133### Time Range134- Default: Last 24-48 hours135- Adjustable: "帮我看看这周的重要新闻" → This week136137---138139## Guidelines1401411. **Quality over quantity** — Only recommend truly valuable content1422. **No duplicates** — Check history to avoid repeat recommendations1433. **Detailed descriptions** — Each item should have 3-5 sentences explaining the discovery, method, and significance1444. **Source links** — Always provide original article links1455. **Star ratings** — Help users quickly identify priority items1466. **Flexible categories** — Skip categories with no noteworthy news; never force-fill
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