Agent skills you can check before you install
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.
12,279 skills from 351 repositories · updated 24 minutes ago
896 skills
- 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↓ —
- 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↓ —
- 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↓ —
- paper-polishbrycewang-stanford/Auto-Empirical-Research-SkillsProofread and verify academic papers in LaTeX. Runs 19 sequential checks covering titles, consistency, citations, formatting, theoretical tension in motivation, concise results reporting, cross-section repetition, em-dash usage, and auxiliary-text-to-footnote conversion. Trigger when user says "check paper" / "proofread" / "paper-checker" / "校对" / "核查论文".ScienceNo warnings★ 4.7K↓ —
- web-researchbrycewang-stanford/Auto-Empirical-Research-SkillsSearches multiple web sources, synthesizes findings, and produces cited research reports using delegated subagents. Use when the user asks to research a topic online, search the web, look something up, find current information, compare options, or produce a research report.ScienceNo 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↓ —
- project-structurebrycewang-stanford/Auto-Empirical-Research-SkillsProject directory organization and script naming conventions for researchScienceNo warnings★ 4.7K↓ —
- research-refinebrycewang-stanford/Auto-Empirical-Research-SkillsTurn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea.ScienceNo warnings★ 4.7K↓ —
- research-reviewbrycewang-stanford/Auto-Empirical-Research-SkillsGet a deep critical review of research from GPT via Codex MCP. Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results.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↓ —
- result-to-claimbrycewang-stanford/Auto-Empirical-Research-SkillsUse when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. Codex MCP evaluates results against intended claims and routes to next action (pivot, supplement, or confirm). Use after experiments finish — before writing the paper or running ablations.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↓ —
- 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↓ —
- 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↓ —
- 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↓ —
- slfgbrycewang-stanford/Auto-Empirical-Research-SkillsFull autonomous research workflow using swarm mode for parallel executionScienceNo 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↓ —
- 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↓ —
- lfgbrycewang-stanford/Auto-Empirical-Research-SkillsFull autonomous research workflow — brainstorm, plan, implement, review, and documentScienceNo warnings★ 4.7K↓ —
- novelty-checkbrycewang-stanford/Auto-Empirical-Research-SkillsVerify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.ScienceNo warnings★ 4.7K↓ —
- semantic-scholarbrycewang-stanford/Auto-Empirical-Research-SkillsSearch published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /arxiv (preprints) with citation counts, venue metadata, and TLDR. Use when user says "search semantic scholar", "find IEEE papers", "find journal papers", "venue papers", "citation search", or wants published literature beyond arXiv preprints.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↓ —
- 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↓ —
- paper-planbrycewang-stanford/Auto-Empirical-Research-SkillsGenerate a structured paper outline from review conclusions and experiment results. Use when user says "写大纲", "paper outline", "plan the paper", "论文规划", or wants to create a paper plan before writing.ScienceNo warnings★ 4.7K↓ —
newproject
brycewang-stanford/Auto-Empirical-Research-Skills
ScienceUpdated 2 days ago
From the author
Scaffold 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.
Install
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill newproject -a claude-code
Installs to .claude/skills/newproject/ · 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
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