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  1. Skills
  2. /
  3. lingzhi227
  4. /
  5. agent-research-skills
  6. /
  7. Survey Generation

Survey Generation

Editor's Note

This generates complete academic survey papers by following the AutoSurvey pipeline: collect 50-200 papers from Semantic Scholar, generate multiple outlines in parallel and merge them, then write each subsection using RAG with inline citations. It enforces citation validation using NLI to check claims against sources and won't let you hallucinate references. The local coherence pass smooths transitions between subsections while preserving citations. You get a full LaTeX paper with BibTeX entries. Honestly, this is overkill for a three page related work section, but if you're actually writing a 20-30 page survey paper and need to synthesize hundreds of sources with verified citations, the structured pipeline keeps you from drowning in papers or making stuff up.

Install

npx skills add https://github.com/lingzhi227/agent-research-skills --skill survey-generation
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Installs594
GitHub Stars93
Categories
AI & Agent BuildingData Science & ML
First SeenJun 3, 2026
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