Skill: ye4wzp/frontier-knowledge-digest (version 1.0.0)

--- 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] --- # 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: ```markdown # 🌍 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 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


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