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:

Step 2: Filter & Rate

Filter results to keep only high-value content:

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

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

1. Quality over quantity — Only recommend truly valuable content
2. No duplicates — Check history to avoid repeat recommendations
3. Detailed descriptions — Each item should have 3-5 sentences explaining the discovery, method, and significance
4. Source links — Always provide original article links
5. Star ratings — Help users quickly identify priority items
6. Flexible categories — Skip categories with no noteworthy news; never force-fill