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Lit review

Skill brycewang-stanford/Auto-Empirical-Research-Skills/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/lit-review

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Install
npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill lit-review

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One thing to look at

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What its author says it does

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Structured literature search and synthesis with citation extraction and gap identification.

SKILL.md

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Literature Review

Conduct a structured literature search and synthesis on the given topic.

Steps

  1. Check existing materials:

    • Read master_supporting_docs/supporting_papers/ for uploaded papers
    • Read existing .bib files for already-cited works
    • Check CLAUDE.md and MEMORY.md for project context

  2. Search for literature:

    • Use WebSearch for recent publications (last 5-10 years prioritized)
    • Use WebFetch for accessible papers and abstracts
    • Search for working papers on NBER, SSRN, RePEc

  3. Organize findings into:

    • Theoretical contributions: Key models and frameworks
    • Empirical findings: Main results and methods used
    • Methodological innovations: New techniques relevant to the topic
    • Open debates: Unresolved questions and conflicting evidence

  4. Identify gaps and opportunities: What questions remain unanswered? Where could new work contribute?

  5. Extract citations in BibTeX format for relevant papers.

  6. Save report to quality_reports/lit_review_[sanitized_topic].md.

Important

  • Distinguish working papers from published papers.
  • Explicitly flag any citation you cannot verify rather than fabricating details.
  • Prioritize papers from top journals in the field.
  • Note the identification strategy used in each empirical paper.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.