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Public SKILL.md skills from GitHub repositories with 50+ stars and from the vendors themselves, scanned and scored. Install any of them with one command in Claude Code, Cursor, Codex, GitHub Copilot or Gemini CLI.
12,636 skills from 362 repositories · updated 24 minutes ago
905 skills
- paper-pipelinebrycewang-stanford/Auto-Empirical-Research-SkillsOrchestrate the complete post-first-draft polishing pipeline for an academic LaTeX paper by invoking five existing skills in fixed order: (1) paper-polish, (2) paper-self-revise, (3) paper-style, (4) paper-polish again, (5) reference-verify. Trigger when user says "paper pipeline" / "paper-pipeline" / "论文流水线" / "全流程打磨" / "一条龙打磨" / "初稿打磨" / "full polish pipeline" / "run the whole pipeline", or wants the entire post-draft polishing sequence run on a paper folder. Use this skill whenever the user asks for several paper-finishing steps (polish + revise + style + reference check) on one manuscript in one go, even if they don't name every individual skill.ScienceNo warnings★ 4.7K↓ —
- referee-reportbrycewang-stanford/Auto-Empirical-Research-SkillsGenerate academic referee reports for economics/finance papers, followed by a 150-word letter to the editor with recommendation (Reject / Major Revision) and Kai Wu signature. Two modes (normal / high-level), configurable number of comments; recommendation choice drives evaluation tone (Reject → negative, Major Revision → neutral). Trigger when user says "referee report" / "write referee report" / "审稿报告" / "写审稿意见" / "generate referee report" / "review this paper".ScienceNo warnings★ 4.7K↓ —
- game-theory-paper-writerbrycewang-stanford/Auto-Empirical-Research-SkillsGenerate, continue, revise, polish, and stress-test game theory research papers. Use when the user provides a game theory topic, phenomenon, draft, outline, model idea, literature anchor, reviewer comments, or asks for 博弈论论文生成, 选题建模, 文献迁移, 模型修正, 均衡分析, 数值模拟, 论文润色, 改稿打磨, or R&R response work.ScienceNo warnings★ 4.7K↓ —
- lfgbrycewang-stanford/Auto-Empirical-Research-SkillsFull autonomous research workflow — brainstorm, plan, implement, review, and documentScienceNo warnings★ 4.7K↓ —
- research-pipelinebrycewang-stanford/Auto-Empirical-Research-SkillsFull research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop). Goes from a broad research direction all the way to a submission-ready paper. Use when user says "全流程", "full pipeline", "从找idea到投稿", "end-to-end research", or wants the complete autonomous research lifecycle.ScienceNo warnings★ 4.7K↓ —
- paper-reviewbrycewang-stanford/Auto-Empirical-Research-SkillsUse when a paper is complete or near-complete and a holistic pre-submission audit is needed. Cross-cuts text, code, tables, figures, results, citations, and reproducibility in a single pass and produces a persistent audit report. Works standalone on papers written outside the plugin.ScienceNo warnings★ 4.7K↓ —
- slfgbrycewang-stanford/Auto-Empirical-Research-SkillsFull autonomous research workflow using swarm mode for parallel executionScienceNo warnings★ 4.7K↓ —
- apsa-stylebrycewang-stanford/Auto-Empirical-Research-SkillsAPSA style checker for Quarto (.qmd) files. Checks numbers, capitalization, abbreviations, italics, in-text citations, titles of works, neutral and unbiased language, and APSA-specific terminology against the APSA Style Manual for Political Science (2018, updated 2023). Produces a structured markdown report organized by document section — never modifies the source file. Use when asked to check APSA style, fix citations, review capitalization, check number formatting, or flag biased language in a .qmd document. For grammar, spelling, and punctuation, use the proofread skill instead. Supports an optional output-file argument and an optional @sec-label argument to restrict checking to one section.ScienceNo warnings★ 4.7K↓ —
- formula-derivationbrycewang-stanford/Auto-Empirical-Research-SkillsStructures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object still needs to be chosen, or the user needs a coherent derivation package rather than a finished theorem proof.ScienceNo warnings★ 4.7K↓ —
- arxivbrycewang-stanford/Auto-Empirical-Research-SkillsSearch, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper pdf", or wants to find and save papers from arXiv to the local paper library.ScienceNo warnings★ 4.7K↓ —
- paper-writingbrycewang-stanford/Auto-Empirical-Research-SkillsUse when drafting, rewriting, reviewing, or auditing prose for any section of an empirical academic paper (Abstract, Introduction, Methods, Data, Results, Discussion, Conclusion) or specialized output (job market paper, grant proposal, policy brief, referee response).ScienceNo warnings★ 4.7K↓ —
- reference-verifybrycewang-stanford/Auto-Empirical-Research-SkillsVerify references in an academic paper: check whether each BibTeX entry is real, whether in-text citations match the cited paper's actual content, and produce a structured verification report. Use when user says "验证参考文献", "ref verify", "check references", "核实引用", "引用是否正确", or wants to audit citations in a LaTeX manuscript.ScienceNo warnings★ 4.7K↓ —
- a1brycewang-stanford/Auto-Empirical-Research-SkillsVS-Enhanced Research Question Refiner - Prevents Mode Collapse and derives differentiated research questions Enhanced VS 3-Phase process: Modal question avoidance, alternatives presentation, differentiated RQ recommendation Use when: refining research ideas, formulating research questions, clarifying scope Triggers: research question, 연구 질문, PICO, SPIDER, research ideaScienceNo warnings★ 4.7K↓ —
- project-structurebrycewang-stanford/Auto-Empirical-Research-SkillsProject directory organization and script naming conventions for researchScienceNo warnings★ 4.7K↓ —
- aer-paper-bodybrycewang-stanford/Auto-Empirical-Research-SkillsUse when drafting or revising the body sections of an AER, AER:Insights, or AEJ manuscript — institutional background, data, empirical strategy, results, mechanisms, and conclusion. Covers equation conventions, results-paragraph narration, magnitude interpretation, and back-of-envelope policy calculations. Apply after the empirics are stable and before or alongside aer-introduction.ScienceNo warnings★ 4.7K↓ —
- b1brycewang-stanford/Auto-Empirical-Research-SkillsVS-Enhanced Literature Review Strategist - Comprehensive support for multiple review methodologies Full VS 5-Phase process: Prevents Mode Collapse and presents creative search strategies Supports: Systematic Review (PRISMA 2020), Scoping Review (JBI/PRISMA-ScR), Meta-Synthesis, Realist Synthesis, Narrative Review, Rapid Review Use when: conducting any type of literature review, systematic reviews, meta-analyses, scoping reviews, finding prior research Triggers: literature review, PRISMA, systematic review, scoping review, meta-synthesis, realist synthesis, narrative review, rapid reviewScienceNo warnings★ 4.7K↓ —
- paper-self-revisebrycewang-stanford/Auto-Empirical-Research-SkillsRevise an academic paper based on internal review comments. Reads review report or annotated manuscript, then applies revisions one by one with user approval. Trigger when user says "self revise" / "paper-selfrevise" / "内部修改" / "根据审稿意见修改".ScienceNo warnings★ 4.7K↓ —
- newprojectbrycewang-stanford/Auto-Empirical-Research-SkillsScaffold a new research project with standard directory structure, CLAUDE.md template, and documented README. Use this at the start of every new project to ensure consistent organization.ScienceNo warnings★ 4.7K↓ —
- aer-referee-simbrycewang-stanford/Auto-Empirical-Research-SkillsUse when a complete draft exists and needs an adversarial internal review before submission — simulating the AER desk screen and three referee reports with calibrated severity, scoring the paper against the editorial rubric, and producing a prioritized revise list. Apply after aer-consistency passes and before aer-submission; rerun until the simulated verdict is at least major R&R.ScienceNo warnings★ 4.7K↓ —
- stata-power-analysisbrycewang-stanford/Auto-Empirical-Research-SkillsPlan and critique power, MDE, and sample-size calculations for Stata-based research workflows. Use when the user is designing a study, checking detectability, or defending precision claims.ScienceNo warnings★ 4.7K↓ —
- paper-summarybrycewang-stanford/Auto-Empirical-Research-SkillsWrites expert academic paper summaries for social science research, particularly political science and applied statistics. Use when asked to summarize, review, or create a reading summary of an academic paper, PDF, or research article. Accepts a file (PDF or text format) or a directory of papers. Produces a structured markdown summary — approximately 400–600 words — covering primary contributions, major questions and answers with point estimates, methods and data, and limitations and robustness. Includes BibTeX citation retrieved from Google Scholar and keyword metadata.ScienceNo warnings★ 4.7K↓ —
- academic-paper-verifybrycewang-stanford/Auto-Empirical-Research-SkillsThoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files. Use this skill whenever you need to audit, replicate, or verify an academic research paper - including cross-checking LaTeX tables against R output, validating econometric modeling choices, ensuring sample sizes are consistent, building a verification manifest, and running automated replication tests. Trigger this skill for any mention of: paper verification, replication check, table audit, code-paper consistency, reproducing results, verifying estimates, checking coefficients, or any variant of "does the paper match the code."ScienceNo warnings★ 4.7K↓ —
- journal-selectionbrycewang-stanford/Auto-Empirical-Research-SkillsUse when choosing a target journal for a paper, comparing journal rankings, asking "where should I submit this", or building a submission strategy across multiple journals. Field-agnostic — detects the paper's research area and suggests appropriate outlets across tiers.ScienceNo warnings★ 4.7K↓ —
- assess-outlinebrycewang-stanford/Auto-Empirical-Research-SkillsAssesses a research paper outline (.qmd file) against structured criteria from Kosuke Imai's empirical research guide. Evaluates the abstract and section outline for: research question clarity, stated contributions, hypotheses and testable implications, data description, planned results and inferential approach, and robustness checks. Detects causal papers from the abstract and conditionally assesses identification strategy only when causal framing is present. Produces a structured markdown report with PASS/PARTIAL/FAIL assessments and actionable suggestions. Use when asked to assess, evaluate, review, or check a paper outline, abstract-and-outline, or research plan in a .qmd file.ScienceNo warnings★ 4.7K↓ —
paper-writing
brycewang-stanford/Auto-Empirical-Research-Skills
ScienceUpdated 2 days ago
From the author
Use when drafting, rewriting, reviewing, or auditing prose for any section of an empirical academic paper (Abstract, Introduction, Methods, Data, Results, Discussion, Conclusion) or specialized output (job market paper, grant proposal, policy brief, referee response).
Install
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill paper-writing -a claude-code
Installs to .claude/skills/paper-writing/ · Each command fetches the skill straight from GitHub with the open skills CLI.
No download: this skill’s licence (Custom or unclear) does not let us redistribute its files. The install commands fetch them from GitHub instead.
What it can touch
Instructions onlyNo network use seenLicence: Custom or unclear
Safety checks on SKILL.md
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Why 85
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Maintenance100
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Files (5)
- SKILL.md
- references/research-design-narratives.md
- references/review-checklist.md
- references/section-formulas.md
- references/style-rules.md