AgentSkillsCN

daily-papers-x

自动从 arXiv 和 Hugging Face 中抓取并汇总热门 AI 论文，采用 x.com 式的热点检测机制。重点关注四大研究方向——AI/LLM、具身 AI、AI+金融、AI+生物医学。

SKILL.md
--- frontmatter
name: daily-papers-x
description: 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.
homepage: https://arxiv.org/
metadata: {"openclaw":{"emoji":"📚","requires":{"bins":["node"]},"install":[{"id":"npm","kind":"npm","package":"axios","bins":["node"],"label":"Auto-installs axios on first run"}]}}

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

bash
# 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 TypeWeightExamples
方向-specific 热门话题+2.5VLA, RT-2, AlphaFold 3, GPT-4o
病毒传播指标+4.0SOTA, beats GPT-4, open source
通用热门话题+1.5efficiency, 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:

bash
0 8 * * * cd /path/to/clawd && node skills/daily-papers-x/scripts/fetch-papers.js

WhatsApp Output Format

code
📚 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