brycewang-stanford
Showing 1–60 of 193 skills · Page 1 of 4
brycewang-stanford / Answering Research Questions
4.4kMain orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize
brycewang-stanford / Checking ChEMBL for Structured SAR Data
4.4kCheck if medicinal chemistry papers are in ChEMBL database to access curated bioactivity data
brycewang-stanford / coding-guidelines
4.4kStandardized Python & Stata coding practices for empirical research projects
brycewang-stanford / compiledeck
4.4kCreate and compile beautiful Beamer presentations following the Rhetoric of Decks philosophy
brycewang-stanford / data-fetcher
4.4kFetch economic data from FRED, World Bank, BLS, OECD, and Yahoo Finance
brycewang-stanford / empirical-playbook
4.4kThis skill covers applied microeconomic empirical methods and research design
brycewang-stanford / Evaluating Paper Relevance
4.4kTwo-stage paper screening - abstract scoring then deep dive for specific data extraction
brycewang-stanford / reproducible-pipelines
4.4kThis skill covers reproducible research pipelines and replication packages
brycewang-stanford / review-grant
4.4kRun a 6-agent pre-submission panel review for a grant proposal targeting a specified funder or program
brycewang-stanford / review-pap
4.4kRun a 6-agent pre-submission review of a pre-analysis plan (PAP) for a specified registration target or journal
brycewang-stanford / Subagent-Driven Literature Review
4.4kUse parallel subagents for large-scale paper screening and deep dive analysis
brycewang-stanford / workflows:compound
4.4kDocument a recently solved research problem to compound methodological knowledge
brycewang-stanford / workflows:plan
4.4kTransform research descriptions into well-structured implementation plans following project conventions
brycewang-stanford / workflows:review
4.4kRun multi-agent econometric review on estimation code, identification arguments, and research artifacts
brycewang-stanford / bayesian-estimation
4.4kThis skill covers Bayesian estimation and inference in quantitative social science
brycewang-stanford / Cleaning Up Research Sessions
4.4kSafely remove intermediate files from completed research sessions while preserving important data
brycewang-stanford / data-cleaning
4.4kClean and transform messy data for analysis in Python, R, or Stata
brycewang-stanford / Finding Open Access Papers
4.4kUse Unpaywall API to find free full-text versions of paywalled papers
brycewang-stanford / latex-to-quarto
4.4kConverts LaTeX article-class .tex documents to Quarto .qmd format for multi-format publishing (HTML, PDF, Word)
brycewang-stanford / project-structure
4.4kProject directory organization and script naming conventions for research
brycewang-stanford / Searching Scientific Literature
4.4kPubMed search with keyword optimization, result parsing, and metadata extraction
brycewang-stanford / Traversing Citation Networks
4.4kSmart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication
brycewang-stanford / workflows:brainstorm
4.4kExplore methodological approaches through structured analysis before planning implementation
brycewang-stanford / marginaleffects
4.4kManual for the marginaleffects R and Python package, and guide to the book "Model to Meaning"
brycewang-stanford / game-theory
4.4kThis skill covers game-theoretic methods in structural econometrics and industrial organization
brycewang-stanford / publication-output
4.4kThis skill covers publication-quality tables and figures for academic research papers
brycewang-stanford / submission-guide
4.4kThis skill covers academic journal submission, referee responses, and revision management
brycewang-stanford / thematic-analysis
4.4kConduct rigorous thematic analysis (TA) of qualitative data following Braun and Clarke's (2006) six-phase framework
brycewang-stanford / literature-review
4.4k帮助用户撰写高质量的文献综述类论文。提供从选题、文献检索、评估筛选、结构规划到最终写作的全流程指导。适用于需要撰写独立文献综述论文或学术论文中文献综述部分的用户。
brycewang-stanford / citation-fidelity
4.4k学术引用核查Skill。要求每条引用必须定位到PDF原页，区分直接引用/间接引用，找不到原文则标注"待核"。触发词：引用核查/检查引用/citation check/核实文献/引用 fidelity
brycewang-stanford / codebook-pass
4.4k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
brycewang-stanford / did-reviewer
4.4k双重差分(DID)实证审查Skill。做DID分析前必须检查平行趋势假设、画图可视化、报告违背情况。触发词：DID审查/双重差分检查/平行趋势/DiD reviewer/difference-in-differences
brycewang-stanford / latex-table
4.4kLaTeX回归表格生成Skill。辅助生成符合AER/QJE等顶刊格式的三线表，包括标准误聚类标注、显著性星标、固定效应标注。触发词：LaTeX表格/回归表/三线表/table制作/latex table
brycewang-stanford / latex-to-typst
4.4kTranslates LaTeX documents (.tex) to Typst (.typ), focusing on article-class documents
brycewang-stanford / medical-imaging-review
4.4kWrite comprehensive literature reviews for medical imaging AI research
brycewang-stanford / R-optimizer
4.4kR语言实证分析优化Skill。优化R代码效率、处理大规模面板数据、加速回归计算（并行化、向量化、向量化）。触发词：R语言优化/R加速/R性能优化/大规模数据处理/R optimization
brycewang-stanford / unpaywall-api
4.4kFind free legal full-text versions of scholarly articles via Unpaywall
brycewang-stanford / stata-code
45Agent-native Stata bridge for empirical research — run DiD/IV/RDD and publication-ready tables from Claude Code, Jupyter, or VS Code on one token-economy result schema, with StatsPAI cross-validation.
brycewang-stanford / StatsPAI_skill
4.4kUse when the user asks to run a full empirical / causal analysis in Python — by default in the style of an applied economics paper (AER / QJE / JPE / ReStud / AEJ) with DID / RD / IV / SCM / DML / matching, written-out estimating equation + identifying assumption, Table 1 / Table 2 / event-study fig…
brycewang-stanford / Full-empirical-analysis-skill
4.4kClassical end-to-end empirical analysis workflow in the traditional Python econometric stack — pandas + numpy + scipy + statsmodels + linearmodels + pyfixest + rdrobust + econml + causalml + matplotlib/seaborn.
brycewang-stanford / Full-empirical-analysis-skill-Stata
4.4kClassical end-to-end empirical analysis workflow in the traditional Stata ecosystem — native Stata + reghdfe + ivreg2 + csdid + did_imputation + eventstudyinteract + sdid + rdrobust + rddensity + synth + synth_runner + psmatch2 + teffects + ebalance + coefplot + esttab + asdoc + binscatter.
brycewang-stanford / Full-empirical-analysis-skill-R
4.4kClassical end-to-end empirical analysis workflow in the modern tidyverse + econometrics R ecosystem — dplyr + tidyr + haven + fixest + sandwich + lmtest + clubSandwich + AER + ivreg + did + bacondecomp + HonestDiD + eventstudyr + rdrobust + rddensity + Synth + gsynth + synthdid + MatchIt + WeightIt…
brycewang-stanford / latex-document
4.4kUniversal LaTeX document skill: create, compile, and convert any document to professional PDF with PNG previews. Supports resumes, reports, cover letters, invoices, academic papers, theses/dissertations, academic CVs, presentations (Beamer), scientific posters, formal letters, exams/quizzes, books,…
brycewang-stanford / causal-inference-mixtape
4.4kThis skill should be used when the user asks to "implement a DiD regression", "write a causal inference pipeline", "set up an event study", "implement instrumental variables", "run a regression discontinuity design", "build a synthetic control model", "implement propensity score matching", "write pa…
brycewang-stanford / stata-accounting-research
4.4kSTATA code pattern library for empirical archival accounting research. Provides tested syntax from 126 peer-reviewed JAR (Journal of Accounting Research) replication files (2017-2025)
brycewang-stanford / python-econ-computing
4.4kUse when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quantitative economic data analysis
brycewang-stanford / academic-proofreader
4.4kPerform an exhaustive, multi-pass proofread and copy-edit of an applied-microeconomics manuscript to top-economics-journal standards (AER, QJE, Econometrica, ReStud), checking prose, equations, table notes, footnotes, and citations for avoidable errors.
brycewang-stanford / pyfixest-reference
4.4kDense, machine-readable API reference for PyFixest — high-dimensional fixed-effects OLS/WLS/IV and Poisson (feols, fepois, feglm), clustered/robust standard errors, R-style formula syntax, and post-estimation
brycewang-stanford / deslop
4.4kRemove AI writing patterns from prose. Use this skill when writing, drafting, editing, reviewing, or revising any text to eliminate predictable AI tells, slop, and formulaic patterns.
brycewang-stanford / avoid-ai-writing
4.4kAudit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms," "clean up AI writing," "edit writing for AI patterns," "audit writing for AI tells," or "make this sound less like AI." Supports a detection-only mode that flags patterns without rewri…
brycewang-stanford / de-aigc-skills
4.4k中英双语学术降 AIGC / bilingual academic de-AIGC skill. Removes AI-generated writing signatures from empirical papers in economics, management, and the social sciences — in both English and Chinese. Covers Turnitin AI, GPTZero, Originality.ai on the English side and 知网 AMLC, 万方, 维普 on the Chinese side.
brycewang-stanford / humanize-chinese
4.4kDetect and humanize AI-generated Chinese text. 20+ rule detection categories plus statistical features (sentence-length CV, short-sentence fraction, comma density, perplexity, GLTR, DivEye) plus scene-aware LR fusion (rule × 0.2 + LR × 0.8) trained on three scenes: general / academic / longform 长文本…
brycewang-stanford / slr-prisma
4.4kGuide users through writing a systematic literature review (SLR) following the PRISMA 2020 framework. Use this skill whenever the user mentions 'systematic review', 'systematic literature review', 'SLR', 'PRISMA', 'PRISMA 2020', 'PRISMA flow diagram', 'PRISMA checklist', or asks for help writing, st…
brycewang-stanford / check-citations
4.4kVerify academic citations against CrossRef, Semantic Scholar, and OpenAlex. Detects AI-hallucinated references, chimeric citations, and suspicious patterns.
brycewang-stanford / ssci-polish
4.4kPolish English academic papers for SSCI journal submission. This skill checks grammar, improves readability, and enhances academic tone
brycewang-stanford / a1
4.4kVS-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, clarifyin…
brycewang-stanford / a2
4.4kVS-Enhanced Theoretical Framework Architect with Critique & Visualization Full VS 5-Phase process: Modal theory avoidance, Long-tail exploration, differentiated framework presentation Absorbed A3 (Devil's Advocate) critique and A6 (Conceptual Framework Visualizer) capabilities Use when: building the…
brycewang-stanford / a5
4.4kAgent A5 - Paradigm & Worldview Advisor - Philosophical foundations for research design. Covers ontology, epistemology, axiology, and methodology alignment.
brycewang-stanford / econ-abstract-writing
4.4kGuide for writing the abstract of an academic economics paper. Use this skill whenever the user asks for help writing, drafting, revising, or structuring an abstract for an economics paper - whether empirical micro, development economics, applied economics, or related fields.
brycewang-stanford / academic-writing
4.4kActivate when the user is drafting any academic economics content from scratch (e.g., outlines, abstracts, introductions, data/methods/identification sections, results narratives, conclusions, referee responses, table/figure captions) and needs economics-specific structure, phrasing options, and qua…