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Add Research Paper Skill

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Add a research paper to the maxpool research-papers collection. Use when the user provides an ArXiv URL, PDF link, or asks to add/summarize a research paper for the website. Handles paper fetching, insight extraction, HTML generation, and index updates.

SKILL.md

Full skill instructions

Add Research Paper Skill

This skill automates adding research papers to the /​research-papers/ directory following the established template patterns.

When to Use This Skill

Trigger this skill when the user:

  • Provides an ArXiv URL (html, abs, or pdf format)
  • Asks to "add a paper" or "create a research summary"
  • Wants to include a paper in the research-papers collection

Input URL Handling

The user may provide URLs in different formats. Convert them to HTML format for best parsing:

Input FormatExampleConvert To
ArXiv HTMLarxiv.org/​html/​2512.04123v1Use as-is (preferred)
ArXiv Abstractarxiv.org/​abs/​2512.04123v1arxiv.org/​html/​2512.04123v1
ArXiv PDFarxiv.org/​pdf/​2512.04123v1.pdfarxiv.org/​html/​2512.04123v1
AlphaXivalphaxiv.org/​abs/​2512.04123Fetch directly

Workflow

Step 1: Fetch and Parse Paper

  1. Use WebFetch to retrieve the paper content from the HTML URL
  2. Extract these key elements:
    • Title: Full paper title
    • Authors: Author names and affiliations
    • Date: Publication/​submission date
    • Abstract: Paper abstract
    • Key Sections: Introduction, methodology, results, conclusion

Step 2: Analyze and Extract Insights

From the paper content, identify:

  1. 3-5 Key Findings - The most important discoveries or contributions
  2. Performance Metrics - Specific percentages, improvements, benchmarks
    • Use <span class="performance-improvement">+24%</​span> for improvements
    • Use <span class="performance-decline">-15%</​span> for declines
    • Use <span class="metric">73%</​span> for neutral metrics
  3. Methodology - How the research was conducted
  4. Benchmarks/​Datasets - What was tested and where
  5. Figure URLs - Extract image URLs from the HTML for inclusion

Step 3: Extract Figure URLs and Determine Sizing

For ArXiv HTML pages, figures are typically at:

  • Direct <img> tags in the HTML content
  • ArXiv CDN paths

For AlphaXiv papers, use pattern:

https://paper-assets.alphaxiv.org/figures/[paper-id]/img-[N].jpeg
Image Sizing Guidelines

IMPORTANT: Paper figures vary greatly in size. Apply appropriate sizing based on content type:

Figure TypeRecommended WidthUsage
Architecture diagramsmax-width: 100%Full width for complex diagrams
Most paper figuresmax-width: 800pxDefault - bar charts, results, comparisons
Charts with legendsmax-width: 750pxPie charts, distribution charts
Tables as imagesmax-width: 800pxComparison tables, results
Simple diagramsmax-width: 650pxFlowcharts, concept illustrations
Very small figuresmax-width: 500pxIcons, simple symbols

Apply sizing using inline style on the <img> tag:

IMPORTANT: Use width: 100%; max-width: Xpx; — not just max-width alone!

  • max-width alone won't scale up small images
  • width: 100% makes the image fill its container
  • max-width then caps it at a reasonable size
<!-- Full width for architecture diagrams -->
<div class="figure">
    <img src="..." alt="..." style="width: 100%;">
    <div class="figure-caption">Figure 1: System Architecture</​div>
</​div>

<!-- Default for most figures (RECOMMENDED) -->
<div class="figure">
    <img src="..." alt="..." style="width: 100%; max-width: 800px;">
    <div class="figure-caption">Figure 2: Performance Results</​div>
</​div>

<!-- Smaller figures -->
<div class="figure">
    <img src="..." alt="..." style="width: 100%; max-width: 650px;">
    <div class="figure-caption">Figure 3: Concept Diagram</​div>
</​div>

Rules of thumb:

  1. Academic paper figures are usually high-resolution → use 800px as default
  2. If the figure has lots of small text/​labels → use 100% width
  3. Only constrain to 500-650px for genuinely small/​simple diagrams
  4. When in doubt, use max-width: 800px — too small is worse than too large
  5. Always keep max-width: 100% in the base CSS to prevent overflow

Step 4: Generate HTML File

  1. Read the template from TEMPLATE.md in this skill directory
  2. Create file: /​research-papers/[topic]_report.html
  3. Use descriptive filename (e.g., agent_memory_systems_report.html)

Required Sections:

1. Navigation header (copy from template)
2. Title with <br> for subtitle
3. Authors div with date
4. Executive Summary (.abstract box) - 2-3 paragraphs with metrics
5. ELI5 box (.eli5-box) - Simple analogy for non-experts
6. Key figures from the paper (.figure with .figure-caption)
7. Part-based content (Part 1:, Part 2:, etc.)
8. Key finding boxes (.key-finding) for important discoveries
9. Methodology boxes (.methodology-box) for methods
10. Tables for comparisons and benchmarks
11. Conclusion box (.conclusion-box) with summary
12. Source box (.source-box) with original paper link
13. Navigation footer (same as header)

Step 5: Update Index

Edit /​research-papers/​index.html to add a new table row:

<tr>
    <td>
        <a href="[filename].html" target="_blank" class="paper-link">
            <strong>[Paper Title]</​strong>
        </​a>
    </​td>
    <td class="description">[150-200 word description with key metrics, methods, and improvements. Focus on specific numbers and practical implications.]</​td>
</​tr>

Add the new entry after the last <tr> in the <tbody>.

Step 6: Validate

Before completing, verify:

  • All required sections present
  • Figure URLs are valid and load
  • Metrics highlighted with appropriate classes
  • Navigation links are correct (../​index.html, etc.)
  • ELI5 explanation is genuinely simple
  • Source box links to original paper
  • Index.html entry added with description

Quality Guidelines

Content Standards

  1. Information Density: Pack maximum useful information per paragraph
  2. Specific Metrics: Use "24%" not "significant improvement"
  3. ELI5 Analogies: Use real-world comparisons anyone can understand
  4. Part Structure: Organize as "Part 1:", "Part 2:", etc.
  5. Key Findings: Highlight in dedicated boxes
  6. Honest Limitations: Include what the paper doesn't solve

Description for Index (150-200 words)

The index description should include:

  • What the paper introduces (method/​framework/​analysis)
  • Key metrics and improvements (specific percentages)
  • Benchmarks or environments tested
  • Main implications or breakthroughs
  • Academic but accessible tone

File References

  • Template: See TEMPLATE.md in this directory for complete HTML structure
  • Existing papers: Check /​research-papers/​*.html for style reference
  • Guidelines: See /​research-papers/​CLAUDE.md for detailed documentation

Example Usage

User: "Add this paper: https://arxiv.org/html/2512.04123v1"

  1. Fetch the ArXiv HTML page
  2. Extract title, authors, abstract, key sections
  3. Identify 3-5 key findings with metrics
  4. Find figure URLs in the HTML
  5. Generate /​research-papers/[topic]_report.html using template
  6. Add entry to /​research-papers/​index.html
  7. Report completion with file path