Frontier Knowledge Digest

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name: frontier-knowledge-digest version: 1.0.0 description: > 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". tags: [science, research, ai-news, journal, arxiv, nature, digest, daily, chinese, english]

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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.

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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"

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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
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

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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 |

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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

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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