Paper Collector

Paper Collector

Collects academic papers about AI Agent Skills and saves them to papers/.

Workflow

1. Search for Relevant Papers

# Search arXiv for skill-related papers
curl -s "https://export.arxiv.org/api/query?search_query=ti:agent+skill+OR+ti:tool+agent+OR+ti:agent+framework&start=0&max_results=20&sortBy=submittedDate&sortOrder=descending" | \
python3 (.*?)', xml, re.DOTALL)

papers = []
for entry in entries:
    title = re.search(r'(.*?)', entry, re.DOTALL)
    summary = re.search(r'(.*?)', entry, re.DOTALL)
    link = re.search(r'(.*?)', entry)
    published = re.search(r'(.*?)', entry)
    
    if title and link:
        title_clean = ' '.join(title.group(1).split())
        summary_clean = ' '.join(summary.group(1).split())[:300] if summary else ""
        link_url = link.group(1)
        date = published.group(1)[:10] if published else ""
        
        papers.append({
            'title': title_clean,
            'summary': summary_clean,
            'url': link_url,
            'date': date
        })

print(f"Found {len(papers)} recent papers:\n")
for p in papers[:10]:
    print(f"[{p['date']}] {p['title']}")
    print(f"  {p['summary'][:150]}...")
    print()
PYEOF

2. Also Search Google Scholar / Semantic Scholar

# Search Semantic Scholar API (free, no auth needed)
curl -s "https://api.semanticscholar.org/graph/v1/paper/search?query=agent+skill+framework&limit=20&fields=title,abstract,year,citationCount,openAccessPdf,authors" | \
python3  "papers/paper-slug.md"  **arXiv**: [arXiv:XXXX.XXXXX](https://arxiv.org/abs/XXXX.XXXXX)
> **年份**：2024
> **引用数**：XX
> **作者**：Author 1, Author 2

---

## 摘要

Paper abstract here...

## 核心贡献

1. Contribution 1
2. Contribution 2

## 方法

[Key methods described]

## 与 Skills 相关性

[How this relates to AI Agent Skills]

## 参考资料

- [arXiv](https://arxiv.org/abs/XXXX.XXXXX)
- [PDF](https://arxiv.org/pdf/XXXX.XXXXX.pdf)
EOF

4. Add to papers/README.md if exists

# Update papers README if it exists
cd /Volumes/waku/github-维护/awesome/awesome-skills-repos/papers
if [ -f README.md ]; then
    echo "- [Paper Title](paper-slug.md) - YYYY-MM-DD" >> README.md
fi

5. Push to GitHub

cd /Volumes/waku/github-维护/awesome/awesome-skills-repos
git add papers/
git commit -m "Add: Paper Title (YYYY-MM)"
git push

Relevant Paper Topics

• Skill discovery and selection
• Skill composition and orchestration
• Skill security and trust
• LLM tool use / function calling
• Agent frameworks and architectures
• Prompt engineering for agents
• Skill distillation and transfer
• Multi-agent collaboration

Target: 2-4 papers per month

Focus on papers that:

1. Introduce new Skill concepts or frameworks
2. Analyze Skill effectiveness
3. Address Skill security/safety
4. Present skill-related datasets

Notes

• Always cite the original arXiv/paper URL
• Include why the paper is relevant to Skills
• Use Semantic Scholar for citation counts
• Check if open access PDF is available

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: vivy-yi
• Source: vivy-yi/awesome-skills
• License: MIT

Install and usage instructions live in the source repository linked above.