research-survey
CommunityEnd-to-end literature surveys at scale.
System Documentation
What problem does it solve?
Deep literature survey pipeline: semantic search via local vec-db, web search for arXiv papers, download PDFs, parallel subagent reading, and structured report generation. Use this skill whenever the user asks to survey, research, or find related papers on a topic, especially when they mention vec-db, arXiv, literature review, paper search, or updating an idea/survey note. Also trigger when the user says things like "调研", "查论文", "找相关工作", "literature survey", "related work", "search papers", or "read papers and summarize". This skill orchestrates the full pipeline from search to structured markdown report.
Core Features & Use Cases
- Local vec-db semantic search over 60K+ indexed top-venue papers for quick context
- Web search to broaden coverage beyond indexed sources
- PDF download and parsing for primary sources
- Parallel subagents to deep-read papers and generate structured analyses
- Structured, comparative reports anchored to the user’s research idea
- Actionable insights: identify gaps, connections, and differentiation opportunities for your work
Quick Start
Provide your research topic and target note path, and the skill will run the full literature-survey pipeline to generate a structured markdown report.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: research-survey Download link: https://github.com/Gonglitian/agent-skills/archive/main.zip#research-survey Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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