majiayu000/claude-arsenal
xiaohongshu
xiaohongshu
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Hugging Face Daily Papers Reporter
hf-papers-reporter
Generate Word reports from Hugging Face Daily Papers. Downloads top papers, extracts abstracts and introductions from PDFs, extracts figures, and compiles everything into a formatted Word document with cover images. Use when user asks for 'HF daily papers', 'Hugging Face papers report', 'download...
SKILL.md
Full skill instructions
Hugging Face Daily Papers Reporter
Generate professional Word reports from Hugging Face Daily Papers with full text extraction and image capture.
What This Skill Does
- Scrapes huggingface.co/papers for the top papers
- Downloads PDFs from arXiv
- Extracts Abstract and Introduction sections
- Extracts figures/images from PDFs
- Generates a formatted Word document (.docx) with:
- Paper titles and arXiv links
- Cover images from HF
- Full abstracts
- Introduction sections
- Extracted figures from papers
Quick Start
Run the main script to generate today's report:
cd /path/to/hf-papers-reporter
python3 scripts/process_papers.py
Output will be saved to output/HF_Daily_Papers_Report.docx
Dependencies
Install required packages:
pip3 install PyMuPDF python-docx Pillow beautifulsoup4 requests
How It Works
Step 1: Fetch Paper List
- Scrapes huggingface.co/papers
- Extracts arXiv IDs, titles, and cover image URLs
Step 2: Download & Process (per paper)
Download PDF from arxiv.org/pdf/{id}.pdf
↓
Extract text (first 5 pages)
- Abstract (regex match)
- Introduction (regex match)
↓
Extract images (first 5 pages, max 3 per page)
- Compress to 600x400
↓
Download cover image from HF CDN
- Compress to 800x600
Step 3: Generate Word Document
- Title page with report name and date
- Each paper as a section with:
- Cover image (centered)
- Abstract section
- Introduction section
- Extracted figures (up to 4)
Output Structure
hf_papers/
├── pdfs/ # Downloaded PDFs
├── images/ # Cover images + extracted figures
└── output/
├── HF_Daily_Papers_Report.docx
└── papers_data.json
Known Issues & Solutions
| Issue | Cause | Fix |
|---|---|---|
| XML encoding error | PDF text contains control characters | Script auto-cleans 0x00-0x1F chars |
| No abstract found | PDF structure varies | Multiple regex patterns tried |
| Large PDFs | Some papers are 20MB+ | Only first 5 pages processed |
Customization
To modify the number of papers (default: 10), edit the PAPERS list in scripts/process_papers.py.
To change image sizes, modify the thumbnail() calls in the script.
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