literature-review

name	literature-review
description	科研文献综述技能。当用户提到"综述"、"survey"、"find papers"、 "文献调研"、"文献检索"时自动触发。支持多数据源检索和结果综合。
triggers	["综述","survey","find papers","文献调研","文献检索","review papers","调研"]
domain	academic_writing
version	1.0

Literature Review Skill

Overview

This skill helps researchers conduct comprehensive literature reviews by searching multiple academic databases and synthesizing findings.

Trigger Conditions

• User mentions "文献综述", "综述", "survey"
• Tasks involving academic paper search and analysis
• Requests for research background investigation

Workflow

Step 1: Query Understanding

Analyze the user's research topic and extract key concepts:

• Main research area
• Specific focus or questions
• Time range preferences
• Language preferences

Step 2: Multi-Source Search

Execute searches across multiple databases:

• ArXiv (preprints, latest research)
• Semantic Scholar (comprehensive coverage)

Script: scripts/search_papers.py

Step 3: Result Synthesis

Aggregate and analyze search results:

• Deduplicate papers across sources
• Rank by relevance and citations
• Identify key themes and gaps

See: SEARCH_STRATEGIES.md for advanced techniques See: SYNTHESIS_GUIDE.md for synthesis methodology

Output Format

{
  "query": "original search query",
  "papers": [
    {
      "title": "Paper Title",
      "authors": ["Author 1", "Author 2"],
      "year": 2024,
      "summary": "Brief abstract",
      "url": "https://...",
      "relevance": "high"
    }
  ],
  "synthesis": {
    "themes": ["Theme 1", "Theme 2"],
    "gaps": ["Gap 1"],
    "recommendations": ["Recommendation 1"]
  }
}

Best Practices

1. Start with broad searches, then narrow down
2. Cross-reference findings across sources
3. Prioritize recent, highly-cited papers
4. Look for review articles first for overview