Skill collection

brycewang-stanford/Auto-Empirical-Research-Skills

993 agent skills across 15 categories, read straight from the repository tree. The repo holds 1,161 SKILL.md files — 151 are the same skills republished elsewhere in the tree, and we count things rather than copies.

brycew6m878★ across the radarProfile →
993
Skills published
15
Categories
42
Ship scripts
3,244
Stars on the repo
Tracked on the radar · 3,244★Repository facts and velocity →
Data & Analytics · 178
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kaggle-researchUse when a research task needs reproducible Kaggle discovery, metadata inspection, bounded public-data…scriptsresearch-initScaffold a new research project with full reproducibility infrastructure in R and/or Python. Creates…scriptselection-data-source-countypresCounty Presidential Returns 2000-2024 (MIT MEDSL). Vote shares, party trends, turnout by county_fips (joins…scriptsmarkitdownConvert various file formats (PDF, Office documents, images, audio, web content, structured data) to Markdown…scriptsui-ux-pro-maxThis skill should be used when the user asks to design or review a UI, create a landing page or dashboard…scriptsstataComprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference…redistricting-analysisRedistricting analysis in R using the redistverse ecosystem. Use whenever the user is working with redist…data-scientistData science methodology for Python research: EDA, validation, causal inference (IV, DiD, RD, synthetic…dataviz-skills14 data visualization skills. Trigger: charts, plots, figures, publication-quality graphics. Design: one…
econometrics-skillsr-python-translationpolarswrangling-skillsresults-analysisstata-python-translationlaw-skillseconomics-skillsFull-empirical-analysis-skilleducation-data-source-campus-safetyfunding-skillsgeopandaseducation-data-source-ipedsfinance-skillslinearmodelseducation-data-source-scorecardeducation-skillseducation-data-source-nhgiseducation-data-source-eadaeducation-data-source-saipegeoscience-skillsscraping-skillseducation-data-source-crdceducation-data-context+ 145 more
Code Review & Quality · 112
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latex-thesis-zhChinese LaTeX thesis assistant for existing .tex degree thesis projects (XeLaTeX/LuaLaTeX/latexmk). Use this…scriptsskill-improverThis skill should be used when the user asks to "apply skill improvements", "update skill from plan"…scriptsbug-detectiveThis skill should be used when the user asks to "debug this", "fix this error", "investigate this bug"…scriptsskill-quality-reviewerThis skill should be used when the user asks to "analyze skill quality", "evaluate this skill", "review skill…scriptsdaily-paper-generatorUse when the user asks to "generate daily paper", "search arXiv for EEG papers", "find EEG decoding papers"…scriptsobsidian-literature-workflowUse this skill when the user keeps paper notes inside an Obsidian project knowledge base and wants…scriptsstata-table-builderBuild and review paper-ready regression, balance, and summary tables from Stata outputs. Use when the user…scriptsworkflows:workExecute research implementation plans efficiently while maintaining estimation quality and finishing featureswritesscriptsacademic-paperAcademic paper writing skill with 12-agent pipeline. v2.5: Style Calibration (learn author's writing voice…
deep-researchChina-CF-Studymarp-slides-creatoracademic-paper-reviewerindustrial-ai-researchacademic-pipelineresearch-ideationdeslopplotninemedical-imaging-reviewreview-responseecon-writeresearch-grantsstata-modernizepaper-self-reviewpublication-outputaer-referee-simvisualizestata-graphstata-lintacademic-paper-composerliterature-reviewworkflows:reviewliterature-survey-generator+ 79 more
Design & Presentation · 83
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architecture-designUse only when creating new registrable ML components that require Factory or Registry patterns.scriptsForeign-CF-Study根据研究者提供的**研究计划书（Research Proposal）**执行基于**外国（美国/欧盟/英国/日本/跨国）制度环境**的公司金融类实证研究全流程。**启动后第一件事：根据计划书的主题、识别策略、贡献边际与样…ai-ml-skills27 ai & machine learning skills. Trigger: ML experiments, model training, deep learning, NLP, computer…metadata-skills24 metadata & bibliometrics skills. Trigger: DOI resolution, citation metrics, author disambiguation…biomedical-skills24 biomedical research skills. Trigger: medical research, clinical trials, genomics, bioinformatics. Design…citation-skills22 citation management skills. Trigger: managing references, formatting citations, BibTeX, bibliographies.…fulltext-skills16 full-text access skills. Trigger: accessing paper PDFs, bulk downloading, open access, text mining.…latex-to-typstTranslates LaTeX documents (.tex) to Typst (.typ), focusing on article-class documents. Use when asked to…methodology-skills13 research methodology skills. Trigger: study design, methodology selection, scientific reasoning…
latex-skillstemplates-skillsdocument-skillsautomation-skillsstatistics-skillsdiagram-skillsknowledge-graph-skillschemistry-skillspolish-skillsdiscovery-skillscode-exec-skillspharma-skillsgame-theorymath-skillscausal-inferencebusiness-skillshumanities-skillsempirical-playbookagent-authoringchinese-ppt2Econfin-Proposalstata-causal-inferencecompiledeckaer-tables-figures+ 50 more
AI & Agents · 83
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web-access所有联网操作必须通过此 skill 处理，包括：搜索、网页抓取、登录后操作、网络交互等。触发场景：用户要求搜索信息、查看网页内容、访问需要登录的网站、操作网页界面、抓取社交媒体内容（小红书、微博、推特等）、读取动态渲染页…scriptsagent-identifierUse when creating or configuring Claude Code agents and their frontmatter.scriptsstata-environment-diagnoseDiagnose local Stata, MCP, package, startup, graph-export, and permissions issues. Use when setup is failing…scriptskaggle-learnerThis skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze…Command DevelopmentThis skill should be used when the user asks to "create a slash command", "add a command", "write a custom…skill-authoringGuide for creating and auditing DAAF skills (SKILL.md). Covers frontmatter, metadata vocabulary, progressive…chinese-de-aigc面向中文学术论文的降 AIGC 检测率 Skill。针对知网、万方、维普、Turnitin 中文版的检测机制，识别并消除中文大语言模型的 17 类结构化写作痕迹。采用"定位 → 诊断 → 改写 → 自评 →…process-modelImplement Hayes PROCESS mediation and moderation models transparently via lavaan and bruceR, with bootstrap…autoresearchOrchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs…
skill-developmentssci-polishsubmission-guidegeneral-equilibrium-model-builderstata-setupeconfin-idea-finderols-regressionml-causaldid-analysisvlm-ocr-pipelinetext-classificationrunning-placebo-analysislatex-econ-modelmarginaleffectslegal-agent-skills-guideopencontracts-guidelean-theorem-proving-guidezotero-ai-butler-guidechatpaper-guidedatagen-research-guidemle-agent-guidepaper-to-agent-guidekhoj-research-guidekosmos-scientist-guide+ 50 more
Documentation · 63
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bayesian-workflowOpinionated Bayesian modeling workflow with PyMC and ArviZ. Contains critical guardrails (nutpie sampler…scriptsobsidian-project-memoryThis skill should be used when the user asks to maintain an Obsidian knowledge base for a research project…scriptscitation-verificationThis skill provides reference guidance for citation verification in academic writing. Use when the user asks…scriptscomposition-skills11 academic writing skills. Trigger: writing paper sections, structuring arguments, academic prose. Design…stop-slopRemove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable…sddImplements the Spec-Driven Development lifecycle (Intent, Requirements, Design, Tasks, Build) for structured…writing-anti-aiThis skill should be used when the user asks to "remove AI writing patterns", "humanize this text", "make…ml-paper-writingWrite publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS…research-proposalGenerate academic research proposals for PhD applications. Use when user asks to "write a research proposal"…writes
stata-c-pluginsdoc-coauthoringidentification-proofsacademic-paper-strategistaer-identificationaer-topic-selectionstata-helphumanizer_academicresearch-paper-writingpolicy-brief-writingacademic-paper-writereu-horizon-guidegrant-writing-guidensf-grant-guideoverleaf-cli-guidemarkdown-academic-guidemultilingual-research-guideabstract-writing-guidediscussion-writing-guideintroduction-writing-guidemethods-section-guideresearch-paper-writerresponse-to-reviewersscientific-writing-guide+ 30 more
Backend & API · 50
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arxivSearch and retrieve academic papers from arXiv using their free REST API. No API key needed. Search by…scriptsstatsmodelsStatistical modeling: OLS/WLS/GLS, GLM (logit, probit, Poisson), time series (ARIMA, VAR), mixed effects…pyfixest-referenceDense, machine-readable API reference for PyFixest — high-dimensional fixed-effects OLS/WLS/IV and Poisson…writesaer-statspaiUse when aer-identification has fixed the design, after methodology choice and before aer-robustness or…uk-legislation-apiAccess UK laws and statutory instruments via the Legislation.gov.uk APIoeis-apiOn-Line Encyclopedia of Integer Sequences APIbioc-pmc-apiAccess PMC Open Access articles in BioC format for text miningcore-api-guideSearch and retrieve open access research papers via CORE aggregatorhal-archive-apiAccess French and European research via the HAL open archive API
preprint-servers-guideunpaywall-apicrossref-apiorcid-apiplumx-metrics-apiror-organization-apiviaf-authority-apibase-academic-searchciteseerx-apiieee-xplore-apilens-scholarly-apiopen-library-apiopenaire-apiplos-open-access-apiscielo-apishare-research-apiworldcat-search-apinih-reporter-api-guidekroki-diagram-apianystyle-apimendeley-apizotero-apizotero-scholar-guider-package-development+ 17 more
Security · 35
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paper-auditDeep-review-first audit for Chinese and English academic papers across LaTeX, Typst, and PDF formats. Use…scriptslatex-paper-enEnglish LaTeX academic paper assistant for existing `.tex` projects. Use this skill whenever the user wants…scriptstypst-paperTypst academic paper assistant for existing `.typ` paper projects in English or Chinese. Use this skill…scriptscode-review-excellenceThis skill should be used when the user asks to review a diff or pull request, write review comments, audit…scriptsstata-replicationRun replication, robustness, and specification-sensitivity workflows for Stata projects. Use when a…scriptsstat-writingEnd-to-end statistical writing assistant for LaTeX - draft title/abstract/keywords, expand outlines into…cs-skills10 computer science skills. Trigger: algorithms, systems research, software engineering, security papers.…avoid-ai-writingAudit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove…verification-loopThis skill should be used when the user asks to "verify code", "run verification", "check quality", "validate…
stata-referee-responseacademic-paper-verifystata-data-auditaer-submissiondata-validatepaper-reviewecon-auditpaper-review-litestata-accounting-researchnsf-award-api-guidecitation-checkfigure-table-auditreplication-packagereference-verifyreview-rdeep-auditvisual-auditfletcherreferee2submittalkdata-auditaudit-replicationeconometrics-check+ 2 more
Databases · 35
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literature-review-toolsRecommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of…scriptssearch-skills31 database search skills. Trigger: finding papers, search strategies, querying academic databases. Design…marimoReactive Python notebook system. Cell reactivity, UI elements (sliders, dropdowns, tables), SQL cells…scientific-writingCore skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never…writesslr-prismaGuide users through writing a systematic literature review (SLR) following the PRISMA 2020 framework. Use…obsidian-basesCreate and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working…caselaw-access-apiQuery 360+ years of US case law via the Harvard Caselaw Access Projectcourtlistener-apiLegal case law database with PACER data and judge profilesnasa-ads-apiSearch astrophysics and physics literature via NASA ADS bibliographic database
doaj-apiarxiv-apibiorxiv-apiboolean-search-guidedatabase-comparison-guidedeep-literature-searcheric-education-apieurope-pmc-apifindpapers-guidegoogle-scholar-guideopenalex-apipubmed-apisemantic-scholar-apisystematic-review-guideslr-automation-guidelatte-review-guidei1research-coordinatorChecking ChEMBL for Structured SAR Datai0i2i3setupmetabase-analytics-guide+ 2 more
Workflow & Productivity · 34
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git-workflowThis skill should be used when the user asks to "create git commit", "manage branches", "follow git…scriptsfive-questionsDeeply analyze any empirical economics PDF using the five-question framework (五问框架): research question…writesscriptsFull-empirical-analysis-skill-RClassical end-to-end empirical analysis workflow in the modern tidyverse + econometrics R ecosystem — dplyr +…Full-empirical-analysis-skill-StataClassical end-to-end empirical analysis workflow in the traditional Stata ecosystem — native Stata + reghdfe…results-reportThis skill should be used when the user asks to "write an experiment report", "summarize experimental…stata-power-analysisPlan and critique power, MDE, and sample-size calculations for Stata-based research workflows. Use when the…structural-modelingThis skill covers structural econometric models. Use when the user is building, estimating, or debugging…aer-workflowUse when deciding which AER-skills sub-skill to use next, before choosing a specialized skill or after a user…stata-logTail, read, or search a Stata log file from a previous command or background task.
planning-with-filesslfgobsidian-project-bootstrapsophosia-reference-guidezotero-actions-tags-guideresearch-workflow-automationnotero-zotero-notion-guidezotero-markdb-connect-guidecitation-assistant-skillobsidian-citation-guideobsidian-zotero-guidezotero-better-notes-guidezotero-mdnotes-guidedo-agentlearnAnswering Research Questionsworkflows:plancreate-lecturehandoffsubmission-prepobsidian-project-lifecycleobsidian-research-logexperiment-planresearch-refine-pipeline+ 1 more
Testing & QA · 32
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agent-browserBrowser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating…scriptszotero-obsidian-bridgeUse this skill when papers are collected in Zotero but the user wants detailed reading notes, project-linked…scriptswebapp-testingToolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend…scriptsstata-publication-qaReview regression outputs, tables, and graphs for publication readiness. Use when the user asks whether a…scriptsanalyzeConfirmatory hypothesis testing matched to pre-registration, with full assumption testing, effect sizes…education-data-source-pseoPSEO — Census data linking graduates to employment via LEHD wage records. Earnings percentiles at 1/5/10…education-data-source-nacuboNACUBO endowment data (~650 institutions, 2012-2022). Portal: 7 columns only (total endowment, per-FTE, YoY…causal-inference-mixtapeThis skill should be used when the user asks to "implement a DiD regression", "write a causal inference…education-data-explorerDiscovers education data from Urban Institute Portal: endpoints, variables, year coverage, join keys (CCD…
game-theory-paper-writerevent-studyhypothesis-generationrdd-analysisiv-estimationpanel-datapost-ocr-cleanuptime-seriessynthetic-controlassessment-design-guidetdd-workflowdata-finderstata-skill-contributorBuilding Paper Screening Rubricsqa-quartotranslate-to-quartostatistical-software-qaresearch-companioneconomist-data-skillrebuttalpanel-data-analysthypothesis-testing-guideclinical-dialogue-agents-guide
Content & Marketing · 22
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chinese-quote-converterConvert English straight quotation marks ("...") to Chinese curved quotation marks ("..." U+201C/D). Use when…scriptspaper-writeDraft LaTeX paper section by section from an outline. Use when user says \"写论文\", \"write paper\", \"draft…writesocr-translate-skills7 ocr & translation skills. Trigger: scanning documents, recognizing formulas, translating academic papers.…post-acceptanceThis skill should be used when the user asks to "prepare conference presentation", "create presentation…social-science-skills6 social science skills. Trigger: survey research, social networks, psychology, behavioral studies. Design…causal-mlThis skill covers causal machine learning methods in applied economics and quantitative social science. Use…paper-slide-deckGenerate professional slide deck images from academic papers and content. Creates comprehensive outlines with…bayesian-estimationThis skill covers Bayesian estimation and inference in quantitative social science. Use when the user is…academic-paper-searchThis skill should be used when the user asks to "search for academic papers", "find working papers on SSRN"…writes
academic-proofreadernetwork-analysis-guidesocial-research-methodssociology-research-methodsaltmetrics-guidedoi-resolution-guidezutilo-guidesurvey-designreadabilitye1research-setupd4create-talk
DevOps & Cloud · 9
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reproducible-pipelinesThis skill covers reproducible research pipelines and replication packages. Use when the user is setting up a…survey-research-guideDesign, deploy, and analyze surveys for social science and organizational res...docsgpt-guideDeploy DocsGPT for private document analysis and research knowledge basesdeployRender Quarto slides and sync to docs/ for GitHub Pages deployment. Use when deploying lecture slides after…writestoolsUtility commands — commit, compile, validate-bib, journal, context-status, deploy, learn. Replaces individual…writesexperiment-bridgeWorkflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment…writesrun-experimentDeploy and run ML experiments on local or remote GPU servers. Use when user says "run experiment", "deploy to…writesml-pipeline-guideBuild and deploy reproducible production ML pipelines for researchllm-aiops-guidePapers on LLMs for IT operations and AIOps research
Business & Finance · 9
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market-researchIndustry and market research. Market sizing, structure, competition, regulation, supply chains, pricing, M&A.…writescost-benefitCost-benefit analysis. Produces economic NPV and financial NPV side by side, with BCR, optimism bias (with…writesfinsight-research-guideDeep financial research with the FinSight multi-agent systemrisk-modeling-guideFinancial risk modeling including VaR, stress testing, and credit riskc2VS-Enhanced Qualitative Design Consultant with Ethnography & Action Research Enhanced VS 3-Phase process…c1VS-Enhanced Quantitative Design Consultant with Materials & Sampling Enhanced VS 3-Phase process: Avoids…robustnessChecklist of empirical robustness tests for finance/economics papersstata-accounting-guideSTATA code for empirical accounting and financial economics researchpricing-psychology-guideBehavioral economics in pricing strategies and consumer decisions
Frontend · 6
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web-design-reviewerThis skill enables visual inspection of websites running locally or remotely to identify and fix design…frontend-designCreate distinctive, production-grade frontend interfaces with high design quality. Use this skill when the…zotero-night-theme-guideDark mode theme plugin for Zotero reference managerzotero-style-guideFeature-rich Zotero plugin for UI customization and stylingcodebook-pass调查数据清洗Skill。处理调查数据（CGSS/CHIP/CSS等）时的标准化清洗流程，包括缺失值处理、变量编码统一、数据异常值检测。触发词：数据清洗/调查数据/codebook/数据清洗流程/问卷数据处理pseudo-mergeTakes a proofread or apsa-style report file (or any markdown file using **Original:** / **Recommended:**…
Other · 242
md-to-docxConvert Markdown files to Word documents (.docx) with proper formatting, Chinese font support (FangSong for…writesscriptsEdgarToolsQuery and analyze SEC filings using EdgarToolsscriptsaer-consistencyUse when auditing a finished or near-finished AER, AER:Insights, or AEJ manuscript for internal consistency…scriptspaper-submissionEvaluate a paper's contribution novelty, identify best-fit SSCI journal fields and ABS star rating, and…writesscriptspaper-writerAutomatically write empirical sections of academic papers in LaTeX by reading tables/figures from a PDF.…writesscriptscheck-citationsVerify academic citations against CrossRef, Semantic Scholar, and OpenAlex. Detects AI-hallucinated…scriptsjournal-digest经济金融顶刊文献速递与选题建议生成器。通过RSS和网页抓取获取经济学、金融学、会计学顶级期刊的最新论文， 筛选公司金融相关文献，生成中文综述摘要和研究选题建议。…scriptscompile-latexUse when compiling a LaTeX paper, debugging LaTeX errors, building a paper PDF, or when a .tex file fails to…scriptsstata-accounting-researchSTATA code pattern library for empirical archival accounting research. Provides tested syntax from 126…
scikit-learnrunning-causalpy-experimentsdaaf-orchestratorlatex-to-quartopyfixestfiscal-briefingplotlyscience-communicationmethods-reportingsvyaer-introductionaer-literatureaer-rebuttalaer-robustnessopenalexstata-resultsstata-runhumanize-chineseresearch-directorSignificance-Searchlonglisthypothesis-buildingdivergecode-simplifier+ 209 more
About this collection
How many skills does brycewang-stanford/Auto-Empirical-Research-Skills publish?

993 that pass our gate — each has a real description and a SKILL.md we could read. The repository actually contains 1,161 SKILL.md files, but 151 of them are the same skills republished in other folders, so we count things rather than copies.

How do I install one?

Every skill page carries its own command — `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill <name> --agent claude-code`. Swap the agent for codex, cursor or copilot.

Are these skills able to change my files?

153 of them declare write access (Bash, Write or Edit) in their allowed-tools. That is the author's own declaration, shown on each skill page — worth reading before you install something that can modify a project.

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