Daily Papers X - Trending Edition
Fetch trending AI papers with x.com-style hot topic detection across 4 research directions.
四大研究方向 (4 Research Directions)
1. 人工智能 (AI & LLM)
- arXiv: cs.AI, cs.LG, cs.CL
- 涵盖: 大模型、深度学习、NLP、多模态
- 热门关键词: GPT, Claude, DeepSeek, Llama, Mistral, LoRA, RAG, Agent, RLHF, reasoning
2. 具身智能 (Embodied AI)
- arXiv: cs.RO, cs.AI, cs.CV
- 涵盖: VLA, World Model, 机器人学习、人形机器人
- 热门关键词: VLA, RT-2, World Model, JEPA, humanoid, sim-to-real, teleoperation
3. AI与金融结合 (AI + Finance)
- arXiv: cs.AI, q-fin.*
- 涵盖: 量化交易、风险管理、加密货币、DeFi
- 热门关键词: algorithmic trading, portfolio, crypto, DeFi, risk management, FinGPT
4. AI与生物医学结合 (AI + Biomedical)
- arXiv: cs.AI, cs.CV, q-bio.*
- 涵盖: 药物发现、医学影像、临床诊断、蛋白质折叠
- 热门关键词: AlphaFold, drug discovery, medical imaging, clinical LLM, genomics
Quick Start
# Run once
node skills/daily-papers-x/scripts/fetch-papers.js
# Output
# - Full report: memory/papers-YYYY-MM-DD.md
# - WhatsApp summary: memory/papers-YYYY-MM-DD-summary.txt
Trending Detection Algorithm
Hot Topic Scoring (0-10 scale)
| Signal Type |
Weight |
Examples |
| 方向-specific 热门话题 |
+2.5 |
VLA, RT-2, AlphaFold 3, GPT-4o |
| 病毒传播指标 |
+4.0 |
SOTA, beats GPT-4, open source |
| 通用热门话题 |
+1.5 |
efficiency, multimodal, synthetic data |
| 时效性 (6h内) |
+1.5 |
新发布论文 |
| HF 点赞 |
+0.5×log |
社区互动 |
Featured Papers
- 🏆 Most Recommended: 综合热度+质量 TOP 1
- 🔥 Most Trending: x.com 风格最热论文
- 🎨 Most Interesting: 创新概念
- 👍 Most Popular: 最高互动
- 🧠 Most Deep: 理论深度
- 💎 Most Valuable: 实用价值
Data Sources
- arXiv API: cs.AI, cs.RO, cs.LG, cs.CL, cs.CV, q-fin., q-bio.
- Hugging Face Daily Papers: Community engagement data
- Trending Signals: 按4大方向分类的热门话题
Automation
Set up cron for daily 8 AM:
0 8 * * * cd /path/to/clawd && node skills/daily-papers-x/scripts/fetch-papers.js
WhatsApp Output Format
📚 Daily AI Papers - 2026-02-01
🔥 x.com Trending Edition
📊 四大方向共 25 篇 | 均热: 6.8/10
📈 方向分布:
人工智能: 10篇
具身智能: 5篇
AI与金融: 4篇
AI与生物医学: 6篇
🏆 TOP PICK - 最推荐
━━━━━━━━━━━━━━━━━━━━━━
📌 [Paper Title]
📝 [Abstract preview...]
✨ 推荐理由:
🔥 高热度话题
📦 开源可用
🏆 SOTA性能
🔥 热度: 8.5/10
🔗 [PDF URL]
━━━━━━━━━━━━━━━━━━━━━━
📋 Top Papers:
🔥 [trending paper 1]
🔥 [trending paper 2]
• [other paper 3]
...
Configuration
Edit scripts/fetch-papers.js:
CONFIG.hoursBack: 搜索时间范围 (默认 24h)CONFIG.totalMaxResults: 最大论文数 (默认 30)TRENDING_TRACKERS: 自定义热门话题关键词CATEGORIES: 调整4大方向的分类和关键词
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1---2name: daily-papers-x3description: Automatically fetch and summarize trending AI papers from arXiv and Hugging Face with x.com-style hot topic detection. Focuses on 4 research directions - AI/LLM, Embodied AI, AI+Finance, AI+Biomedical. Use when this capability is needed.4---56# Daily Papers X - Trending Edition78Fetch trending AI papers with x.com-style hot topic detection across 4 research directions.910## 四大研究方向 (4 Research Directions)1112### 1. 人工智能 (AI & LLM)13- **arXiv**: cs.AI, cs.LG, cs.CL14- **涵盖**: 大模型、深度学习、NLP、多模态15- **热门关键词**: GPT, Claude, DeepSeek, Llama, Mistral, LoRA, RAG, Agent, RLHF, reasoning1617### 2. 具身智能 (Embodied AI)18- **arXiv**: cs.RO, cs.AI, cs.CV19- **涵盖**: VLA, World Model, 机器人学习、人形机器人20- **热门关键词**: VLA, RT-2, World Model, JEPA, humanoid, sim-to-real, teleoperation2122### 3. AI与金融结合 (AI + Finance)23- **arXiv**: cs.AI, q-fin.*24- **涵盖**: 量化交易、风险管理、加密货币、DeFi25- **热门关键词**: algorithmic trading, portfolio, crypto, DeFi, risk management, FinGPT2627### 4. AI与生物医学结合 (AI + Biomedical)28- **arXiv**: cs.AI, cs.CV, q-bio.*29- **涵盖**: 药物发现、医学影像、临床诊断、蛋白质折叠30- **热门关键词**: AlphaFold, drug discovery, medical imaging, clinical LLM, genomics3132## Quick Start3334```bash35# Run once36node skills/daily-papers-x/scripts/fetch-papers.js3738# Output39# - Full report: memory/papers-YYYY-MM-DD.md40# - WhatsApp summary: memory/papers-YYYY-MM-DD-summary.txt41```4243## Trending Detection Algorithm4445### Hot Topic Scoring (0-10 scale)4647| Signal Type | Weight | Examples |48|------------|--------|----------|49| 方向-specific 热门话题 | +2.5 | VLA, RT-2, AlphaFold 3, GPT-4o |50| 病毒传播指标 | +4.0 | SOTA, beats GPT-4, open source |51| 通用热门话题 | +1.5 | efficiency, multimodal, synthetic data |52| 时效性 (6h内) | +1.5 | 新发布论文 |53| HF 点赞 | +0.5×log | 社区互动 |5455### Featured Papers5657- 🏆 **Most Recommended**: 综合热度+质量 TOP 158- 🔥 **Most Trending**: x.com 风格最热论文59- 🎨 **Most Interesting**: 创新概念60- 👍 **Most Popular**: 最高互动61- 🧠 **Most Deep**: 理论深度62- 💎 **Most Valuable**: 实用价值6364## Data Sources6566- **arXiv API**: cs.AI, cs.RO, cs.LG, cs.CL, cs.CV, q-fin.*, q-bio.*67- **Hugging Face Daily Papers**: Community engagement data68- **Trending Signals**: 按4大方向分类的热门话题6970## Automation7172Set up cron for daily 8 AM:73```bash740 8 * * * cd /path/to/clawd && node skills/daily-papers-x/scripts/fetch-papers.js75```7677## WhatsApp Output Format7879```80📚 Daily AI Papers - 2026-02-0181🔥 x.com Trending Edition8283📊 四大方向共 25 篇 | 均热: 6.8/108485📈 方向分布:86 人工智能: 10篇87 具身智能: 5篇88 AI与金融: 4篇89 AI与生物医学: 6篇9091🏆 TOP PICK - 最推荐92━━━━━━━━━━━━━━━━━━━━━━93📌 [Paper Title]9495📝 [Abstract preview...]9697✨ 推荐理由:98 🔥 高热度话题99 📦 开源可用100 🏆 SOTA性能101102🔥 热度: 8.5/10103🔗 [PDF URL]104━━━━━━━━━━━━━━━━━━━━━━105106📋 Top Papers:107🔥 [trending paper 1]108🔥 [trending paper 2]109• [other paper 3]110...111```112113## Configuration114115Edit `scripts/fetch-papers.js`:116- `CONFIG.hoursBack`: 搜索时间范围 (默认 24h)117- `CONFIG.totalMaxResults`: 最大论文数 (默认 30)118- `TRENDING_TRACKERS`: 自定义热门话题关键词119- `CATEGORIES`: 调整4大方向的分类和关键词120121---122> Converted and distributed by [TomeVault](https://tomevault.io/claim/icetomoyo) — claim your Tome and manage your conversions.123<!-- tomevault:4.0:skill_md:2026-04-14 -->
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