brycewang-stanford/auto-empirical-research-skills

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stats Econometrics skill for descriptive statistics and summary tables. Activates when the user asks about: "descriptive st…

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statspai Agent-native causal inference & econometrics toolkit for Python. 390+ functions, one import, unified API. Covers OLS,…

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synthetic-control Econometrics skill for Synthetic Control Method (SCM). Activates when the user asks about: "synthetic control", "SCM"…

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table Econometrics skill for creating publication-quality LaTeX regression and summary tables. Activates when the user asks…

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time-series Econometrics skill for time series analysis. Activates when the user asks about: "time series", "stationarity", "unit…

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unpaywall-api Find free legal full-text versions of scholarly articles via Unpaywall

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web-access

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web-research Searches multiple web sources, synthesizes findings, and produces cited research reports using delegated subagents. U…

brycewang-stanford/auto-empirical-research-skills

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abstract Reads the manuscript and notebooks to generate a structured abstract. Use when writing or updating the abstract.

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academic-proofreader Perform an exhaustive, multi-pass proofread and copy-edit of an applied-microeconomics manuscript to top-economics-jo…

brycewang-stanford/auto-empirical-research-skills

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aer-consistency Use when auditing a finished or near-finished AER, AER:Insights, or AEJ manuscript for internal consistency: headline…

brycewang-stanford/auto-empirical-research-skills

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aer-identification Use when selecting, implementing, or stress-testing the causal identification strategy for an empirical economics man…

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aer-introduction Use when drafting or rewriting the introduction of an economics manuscript targeted at AER, AER:Insights, or an AEJ, …

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aer-literature

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aer-paper-body Use when drafting or revising the body sections of an AER, AER:Insights, or AEJ manuscript — institutional background…

brycewang-stanford/auto-empirical-research-skills

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aer-preregistration Use when the project collects primary data or runs a field, lab, or survey experiment, before the intervention begins…

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aer-rebuttal Use when responding to a Revise & Resubmit decision from AER, AER:Insights, or an AEJ, and a point-by-point response …

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aer-referee-sim Use when a complete draft exists and needs an adversarial internal review before submission — simulating the AER desk…

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aer-replication Use when assembling the AEA Data and Code Availability deposit for an AER, AER:Insights, or AEJ acceptance, writing t…

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aer-robustness Use when the main empirical results exist but the manuscript lacks the robustness, heterogeneity, mechanism, and plac…

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aer-statspai Use when aer-identification has fixed the design, after methodology choice and before aer-robustness or aer-tables-fi…

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aer-submission Use when running the final pre-submission audit for an AER, AER:Insights, or AEJ manuscript — length, format, cover l…

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aer-tables-figures Use when constructing or revising regression tables, descriptive statistics tables, or figures after results are esti…

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aer-topic-selection Use when evaluating whether a research idea clears the AER top-5 bar, when routing between AER, AER:Insights, and the…

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aer-workflow Use when deciding which AER-skills sub-skill to use next, before choosing a specialized skill or after a user asks ho…

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astrophysics-data-guide Astronomical data processing with Astropy, FITS files, and sky surveys

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auto-review-loop-llm Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment…

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auto-review-loop-minimax Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP …

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bayesian-estimation This skill covers Bayesian estimation and inference in quantitative social science. Use when the user is specifying p…

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beamer-presentation Create academic presentations in Beamer with professional themes

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c2 VS-Enhanced Qualitative Design Consultant with Ethnography & Action Research Enhanced VS 3-Phase process: Avoids over…

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c3 Agent C3 - Mixed Methods Design Consultant Comprehensive mixed methods research design specialist covering sequential…

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causal-inference-r Run IV, DiD, and RDD analyses in R with proper diagnostics. Use when implementing causal inference methods, event stu…

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citation-check Audit in-text/reference parity, DOIs, claim support, and citation style.

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codebook Auto-generates a Markdown codebook from a dataset (CSV, DTA, Excel, Parquet) with types and summary statistics. Use w…

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d2 Agent D2 - Data Collection Specialist - Interviews, Focus Groups & Observation. Covers protocol development, question…

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d4 Agent D4 - Measurement Instrument Developer - Scale construction and psychometric validation. Covers item development…

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deep-research-skills 13 deep research & systematic reviews skills. Trigger: systematic reviews, multi-source synthesis, comprehensive lite…

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document-skills 10 document processing skills. Trigger: extracting text from PDFs, parsing references, document Q&A. Design: parsing …

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draft-section Drafts academic prose for a manuscript section from bullet points or an outline. Use when writing or expanding a sect…

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e2 Agent E2 - Qualitative Coding Specialist - Systematic coding and theme development. Covers codebook development, codi…

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e3 Agent E3 - Mixed Methods Integration Specialist - Qual-Quant data integration and meta-inference. Covers joint displa…

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econ-visualization Create publication-quality charts and graphs for economics papers.

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econometrics-r R-based econometric analysis for academic research. Use when writing R code for panel data, difference-in-differences…

brycewang-stanford/auto-empirical-research-skills

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formula-derivation Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, …

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geopandas Spatial data: GeoDataFrames, spatial joins, CRS/projections, choropleth/interactive maps, spatial autocorrelation, Py…

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hypothesis-generation Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to …

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keras-deep-learning Build and debug deep learning models with Keras and TensorFlow backend

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latex-drawing-guide TikZ and PGFPlots techniques for publication-quality scientific figures

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latex-econ-model Write and typeset economic models in LaTeX with proper notation

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