brycewang-stanford
Showing 121–180 of 193 skills · Page 3 of 4
brycewang-stanford / ols-regression
4.4kEconometrics skill for OLS regression and linear models. Activates when the user asks about: "run OLS", "linear regression", "ordinary least squares", "interpret regression results", "heteroskedasticity", "multicollinearity", "regression assumptions", "robust standard errors", "GLS", "WLS", "fit a r…
brycewang-stanford / openalex
4.4kUse when the user asks about academic literature, research papers, scholarly works, authors, citations, institutions, journals, or any academic metadata. Trigger when users want to search for papers, find author profiles, track citations, discover related works, or explore academic topics.
brycewang-stanford / panel-data
4.4kEconometrics skill for panel data models. Activates when the user asks about: "panel data", "fixed effects", "random effects", "Hausman test", "within estimator", "between estimator", "two-way fixed effects", "clustered standard errors panel", "FE model", "RE model", "pooled OLS", "unobserved hetero…
brycewang-stanford / academic-paper-verify
4.4kThoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files.
brycewang-stanford / paper-pipeline
4.4kOrchestrate 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.
brycewang-stanford / paper-polish
4.4kProofread 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.
brycewang-stanford / paper-referee-revise
4.4kRevise an academic paper based on journal referee reports. Reads referee comments from review report or annotated manuscript, then directly modifies main.tex one comment at a time with user approval. Generates response letter after revision.
brycewang-stanford / paper-self-revise
4.4kRevise 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".
brycewang-stanford / paper-slide-deck
4.4kGenerate professional slide deck images from academic papers and content. Creates comprehensive outlines with style instructions, auto-detects figures from PDFs, then generates individual slide images
brycewang-stanford / paper-style
4.4kRestructure an academic paper's title and section structure to match a target journal's house style. Asks the user to specify the target journal first, then adjusts main.tex accordingly (title wording and case, section skeleton, heading case, numbering scheme, merging/splitting sections).
brycewang-stanford / paper-submission
4.4kEvaluate a paper's contribution novelty, identify best-fit SSCI journal fields and ABS star rating, and recommend 20 target journals. Trigger when user says "paper submission" / "paper-submission" / "投稿评估" / "期刊推荐" / "target journal" / "选刊".
brycewang-stanford / paper-summary
4.4kWrites expert academic paper summaries for social science research, particularly political science and applied statistics
brycewang-stanford / paper-writer
4.4kAutomatically write empirical sections of academic papers in LaTeX by reading tables/figures from a PDF. Trigger when user wants to write a paper from empirical results, has tables/figures in PDF, or says "write paper" / "paper-writer" / "写论文".
brycewang-stanford / peer-review
4.4kSystematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.
brycewang-stanford / proofread
4.4kRun the proofreading protocol on academic writing — papers or manuscripts. Checks grammar, typos, layout issues, consistency, and academic writing quality. Produces a report without editing files.
brycewang-stanford / pseudo-merge
4.4kTakes a proofread or apsa-style report file (or any markdown file using **Original:** / **Recommended:** syntax) and rewrites the original source file with git merge conflict markers so the user can accept or reject each suggested edit using VS Code or Positron''s built-in merge conflict UI.
brycewang-stanford / quality-gate
4.4kVerify that every quantitative claim in the paper is traceable to an analysis output file, and that no important output was omitted. Make sure to use this skill whenever the user wants to check that the paper and analysis are consistent before submission.
brycewang-stanford / quarto-clean
4.4kCleans a Quarto (.qmd) file by replacing LaTeX holdovers with proper Quarto/Pandoc syntax so the document renders correctly to HTML, PDF (Typst/LaTeX), and Word.
brycewang-stanford / rdd-analysis
4.4kEconometrics skill for Regression Discontinuity Design (RDD). Activates when the user asks about: "regression discontinuity", "RDD", "RD design", "sharp RDD", "fuzzy RDD", "running variable", "forcing variable", "cutoff", "bandwidth selection", "local linear regression", "McCrary test", "density tes…
brycewang-stanford / readability
4.4kCorrect grammar errors, typos, and improve academic readability in LaTeX, Markdown, or plain-text manuscripts. Scans the document once, then walks through every issue one-by-one asking for approval before applying each fix.
brycewang-stanford / referee-report
4.4kGenerate 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.
brycewang-stanford / referee2
4.4kSystematic audit and review by Referee 2. Two modes — "deck" reviews slide presentations for rhetoric, visual quality, and compile cleanliness; "code" performs cross-language replication and econometric audit of empirical pipelines
brycewang-stanford / reference-verify
4.4kVerify 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
brycewang-stanford / research-director
4.4kStrategic research leadership for designing high-impact research agendas, coordinating teams, and translating research into policy and institutional influence.
brycewang-stanford / research-setup
4.4kInteractive setup wizard that configures a new project for the social-science-research plugin. Asks the user questions about their field, institution, journals, datasets, key researchers, and R color palette, then writes the answers into references/domain-profile.md and CLAUDE.md.
brycewang-stanford / review-paper
4.4kComprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections. Make sure to use this skill whenever the user wants substantive academic feedback on a paper — not just surface edits.
brycewang-stanford / review-paper-code
4.4kReview research code for reproducibility and quality, extract the paper's main empirical claims, compare paper to code, and write a constructive markdown report. Designed for social science / economics projects with LaTeX papers and Stata, R, or Python code.
brycewang-stanford / review-paper-light
4.4kRun a fast 2-agent pre-submission check for an economics paper — focuses on contribution, identification, and causal overclaiming. Completes in ~1 minute.
brycewang-stanford / review-r
4.4kRun the R code review protocol on R scripts. Checks code quality, reproducibility, domain correctness, and professional standards. Produces a report without editing files.
brycewang-stanford / scholar-evaluation
4.4kApply the ScholarEval framework to systematically evaluate scholarly work across quality dimensions (novelty, rigor, significance, and clarity). Use to critique academic papers, research proposals, literature reviews, or grant applications and produce a structured, criterion-based assessment.
brycewang-stanford / scientific-critical-thinking
4.4kEvaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims.
brycewang-stanford / scientific-writing
4.4kCore skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose.
brycewang-stanford / Significance-Search
4.4kParallel control variable combination search via Stata. Exhaustively searches all subsets of optional controls to find the combination that maximises |t| of the independent variable. Activates when user says: "控制变量搜索", "搜控制变量", "control variable search", "跑控制变量组合", "暴力搜索", "调控制变量".
brycewang-stanford / stat-writing
4.4kEnd-to-end statistical writing assistant for LaTeX - draft title/abstract/keywords, expand outlines into sections, audit manuscripts, write reviewer reports and response letters, and scaffold book manuscripts.
brycewang-stanford / stata
4.4kComprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 20 community packages (reghdfe, estout, did, rdrobust, etc.). Covers syntax, options, gotchas, and idiomatic patterns.
brycewang-stanford / stats
4.4kEconometrics skill for descriptive statistics and summary tables. Activates when the user asks about: "descriptive statistics", "summary statistics", "summary table", "Table 1", "balance table", "means and standard deviations", "correlation matrix", "data summary", "sample characteristics", "variabl…
brycewang-stanford / academic-paper-strategist
4.4kSystematic strategic planning framework for philosophy and interdisciplinary academic papers targeting preprint platforms (PhilArchive, arXiv, PhilSci-Archive)
brycewang-stanford / synthetic-control
4.4kEconometrics skill for Synthetic Control Method (SCM). Activates when the user asks about: "synthetic control", "SCM", "synthetic counterfactual", "donor pool", "placebo test", "in-space placebo", "in-time placebo", "MSPE ratio", "Abadie Diamond Hainmueller", "augmented synthetic control", "penalize…
brycewang-stanford / table
4.4kEconometrics skill for creating publication-quality LaTeX regression and summary tables. Activates when the user asks about: "regression table", "LaTeX table", "esttab", "stargazer", "modelsummary", "publication table", "format results", "multi-panel table", "journal table", "export regression resul…
brycewang-stanford / time-series
4.4kEconometrics skill for time series analysis. Activates when the user asks about: "time series", "stationarity", "unit root test", "ADF test", "KPSS test", "ARIMA", "ARMA", "autocorrelation", "ACF", "PACF", "VAR model", "VECM", "Granger causality", "cointegration", "impulse response function", "forec…
brycewang-stanford / validate-bib
4.4kValidate bibliography entries against citations in all source files. Find missing entries and unused references. Make sure to use this skill whenever the user has any concern about bibliography completeness or citation keys.
brycewang-stanford / web-access
4.4k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）、读取动态渲染页面、以及任何需要真实浏览器环境的网络任务。
brycewang-stanford / write-paper
4.4kDraft a full academic paper manuscript from analysis outputs, project spec, and lit review. Make sure to use this skill whenever the user wants to turn completed analysis into a written paper — not to run analysis or review existing writing.
brycewang-stanford / write-well
4.4kProse quality checker for Quarto (.qmd) files, grounded in William Zinsser''s *On Writing Well* (30th Anniversary Edition). Checks for clutter, weak verbs, hollow qualifiers, clichés, inflated academic voice, poor leads and endings, pronoun and tense inconsistency, and unclear explanation.
brycewang-stanford / data-doc
4.4kDocument datasets, variables, sources, and merge keys for replication
brycewang-stanford / econ-reviewer
4.4k经济学顶刊标准审稿Skill。按AER/QJE/Econometrica/JPE顶刊标准审查论文输出（图表+回归表），列出潜在致命缺陷。触发词：顶刊审稿/论文审查/econ reviewer/经济学期刊标准/PR
brycewang-stanford / humanizer_academic
4.4kRemove signs of AI-generated writing from academic medical papers
brycewang-stanford / workflows:work
4.4kExecute research implementation plans efficiently while maintaining estimation quality and finishing features
brycewang-stanford / lit-review
4.4kSummarize academic papers, extract key findings, and identify research gaps
brycewang-stanford / robustness
4.4kChecklist of empirical robustness tests for finance/economics papers
brycewang-stanford / web-research
4.4kSearches multiple web sources, synthesizes findings, and produces cited research reports using delegated subagents
brycewang-stanford / workflows:ideate
4.4kDivergent research ideation — generate many candidate directions, then adversarially filter to the strongest
brycewang-stanford / grillme
4.4k苏格拉底诘问式研究选题Skill。通过连续追问帮你厘清研究思路、聚焦研究子领域、明确研究问题(RQ)，识别出未被研究过的新意选题。触发词：帮我选题/研究问题不清晰/想做一个有新意的论文/不断问我问题/厘清思路
brycewang-stanford / stop-slop
4.4kRemove AI writing patterns from prose
brycewang-stanford / agent-browser
4.4kBrowser automation CLI for AI agents
brycewang-stanford / hypothesis-generation
4.4kStructured hypothesis formulation from observations
brycewang-stanford / nber-working-papers-api
4.4kAccess NBER working papers and economic research datasets
brycewang-stanford / redistricting-analysis
4.4kRedistricting analysis in R using the redistverse ecosystem
brycewang-stanford / referee-response
4.4kStructure responses to referee reports for R&R submissions
brycewang-stanford / research-proposal
4.4kGenerate academic research proposals for PhD applications