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Research & Science · By brycewang-stanford
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | A skill your agent uses when auditing a finished or near-finished AER, AER:Insights, or AEJ manuscript for internal consistency: headline numbers across abstract, introduction, results, and tables… | brycewang-stanford/ | 4.6k | 1 repo | ~2.6k | Automated safety check: Pass | Unknown | 5 days ago |
| 2 | A skill your agent uses when the user asks to "generate daily paper", "search arXiv for EEG papers", "find EEG decoding papers", "review brain-computer interface papers", or wants to create paper… | brycewang-stanford/ | 4.6k | — | ~2.2k | Automated safety check: Pass | Unknown | 5 days ago |
| 3 | A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and… | brycewang-stanford/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 14 days ago |
| 4 | Deep-review-first audit for Chinese and English academic papers across LaTeX, Typst, and PDF formats. | brycewang-stanford/ | 4.6k | — | ~3.6k | Automated safety check: Pass | Unknown | 5 days ago |
| 5 | Typst academic paper assistant for existing .typ paper projects in English or Chinese. | brycewang-stanford/ | 4.6k | — | ~1.9k | Automated safety check: Pass | Unknown | 5 days ago |
| 6 | Write publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP. | brycewang-stanford/ | 4.6k | 3 repos | ~847 | Automated safety check: Pass | MIT | 5 days ago |
| 7 | Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or another IDE. | brycewang-stanford/ | 4.6k | — | ~3.3k | Automated safety check: Pass | CC-BY-SA-4.0 | 5 days ago |
| 8 | A skill your agent uses when selecting, implementing, or stress-testing the causal identification strategy for an empirical economics manuscript — difference-in-differences (including staggered… | brycewang-stanford/ | 4.6k | 1 repo | ~3k | Automated safety check: Pass | Unknown | 5 days ago |
| 9 | A skill your agent uses when positioning a manuscript against the existing economics literature, building the antecedents map for the introduction, deciding what to cite, or verifying that every… | brycewang-stanford/ | 4.6k | 1 repo | ~2.5k | Automated safety check: Pass | Unknown | 5 days ago |
| 10 | 10.Aer Rebuttal A skill your agent uses when responding to a Revise & Resubmit decision from AER, AER:Insights, or an AEJ, and a point-by-point response letter plus aligned manuscript revisions are needed. | brycewang-stanford/ | 4.6k | 1 repo | ~2.9k | Automated safety check: Pass | Unknown | 5 days ago |
| 11 | A skill your agent uses 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… | brycewang-stanford/ | 4.6k | 1 repo | ~2.7k | Automated safety check: Pass | Unknown | 5 days ago |
| 12 | A skill your agent uses when assembling the AEA Data and Code Availability deposit for an AER, AER:Insights, or AEJ acceptance, writing the README, or auditing a replication package before the AEA… | brycewang-stanford/ | 4.6k | 1 repo | ~2.8k | Automated safety check: Pass | Unknown | 5 days ago |
| 13 | A skill your agent uses when constructing or revising regression tables, descriptive statistics tables, or figures after results are estimated and before submission for an AER, AER:Insights, or AEJ… | brycewang-stanford/ | 4.6k | 1 repo | ~2k | Automated safety check: Pass | Unknown | 5 days ago |
| 14 | A skill your agent uses when evaluating whether a research idea clears the AER top-5 bar, when routing between AER, AER:Insights, and the AEJ family, or when sharpening a fuzzy contribution sentence… | brycewang-stanford/ | 4.6k | 1 repo | ~2k | Automated safety check: Pass | Unknown | 5 days ago |
| 15 | This skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure", "self-review before submission", or mentions systematic paper quality… | brycewang-stanford/ | 4.6k | 1 repo | ~1.2k | Automated safety check: Pass | Unknown | 5 days ago |
| 16 | 16.Stata Comprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 17+ community packages (reghdfe, estout, did, rdrobust… | brycewang-stanford/ | 4.6k | 1 repo | ~3.3k | Automated safety check: Pass | Unknown | 5 days ago |
| 17 | STATA code pattern library for empirical archival accounting research. | brycewang-stanford/ | 4.6k | 1 repo | ~1.2k | Automated safety check: Pass | Unknown | 5 days ago |
| 18 | 18.Fletcher Defamiliarization audit for empirical output. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | 1 repo | ~2.4k | Automated safety check: Pass | Unknown | 5 days ago |
| 19 | Recommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a literature review — searching, reading, extracting, synthesizing, screening… | brycewang-stanford/ | 4.6k | — | ~2.5k | Automated safety check: Notes | Unknown | 5 days ago |
| 20 | This skill should be used when the user asks to "search for academic papers", "find working papers on SSRN", "look up a DOI", "download paper PDF", "check open access availability", "search NBER… | brycewang-stanford/ | 4.6k | — | ~3.5k | Automated safety check: Notes | Unknown | 5 days ago |
| 21 | This skill covers Bayesian estimation and inference in quantitative social science. | brycewang-stanford/ | 4.6k | — | ~3.4k | Automated safety check: Pass | Unknown | 5 days ago |
| 22 | This skill covers causal inference methods in observational and quasi-experimental settings. | brycewang-stanford/ | 4.6k | — | ~3.1k | Automated safety check: Pass | Unknown | 5 days ago |
| 23 | Production-grade Bayesian causal inference with PyMC, CausalPy, and DoWhy. | brycewang-stanford/ | 4.6k | — | ~2k | Automated safety check: Pass | MIT | 5 days ago |
| 24 | This 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… | brycewang-stanford/ | 4.6k | — | ~1.5k | Automated safety check: Pass | Unknown | 5 days ago |
| 25 | 25.Did Analysis Econometrics skill for Difference-in-Differences (DID) analysis. | brycewang-stanford/ | 4.6k | — | ~1.7k | Automated safety check: Pass | Unknown | 5 days ago |
| 26 | This skill covers applied microeconomic empirical methods and research design. | brycewang-stanford/ | 4.6k | — | ~3.6k | Automated safety check: Pass | Unknown | 5 days ago |
| 27 | 27.Game Theory This skill covers game-theoretic methods in structural econometrics and industrial organization. | brycewang-stanford/ | 4.6k | — | ~3.7k | Automated safety check: Pass | Unknown | 5 days ago |
| 28 | This skill covers formal identification arguments and proofs in structural and reduced-form econometrics. | brycewang-stanford/ | 4.6k | — | ~2.5k | Automated safety check: Pass | Unknown | 5 days ago |
| 29 | Industrial AI literature research with mandatory intake questions, venue-aware source prioritization, structured report outputs, and survey draft generation. | brycewang-stanford/ | 4.6k | — | ~3.3k | Automated safety check: Pass | Unknown | 5 days ago |
| 30 | Econometrics skill for instrumental variables and treatment effect estimation. | brycewang-stanford/ | 4.6k | — | ~1.8k | Automated safety check: Pass | Unknown | 5 days ago |
| 31 | Generate a complete academic literature survey from scratch using multi-agent orchestration. | brycewang-stanford/ | 4.6k | — | ~2.7k | Automated safety check: Notes | Unknown | 5 days ago |
| 32 | Econometrics skill for OLS regression and linear models. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Pass | Unknown | 5 days ago |
| 33 | 33.Openalex A skill your agent uses when the user asks about academic literature, research papers, scholarly works, authors, citations, institutions, journals, or any academic metadata. | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Pass | Unknown | 5 days ago |
| 34 | 34.Panel Data Econometrics skill for panel data models. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~2.6k | Automated safety check: Pass | Unknown | 5 days ago |
| 35 | 35.Paper Style Restructure an academic paper's title and section structure to match a target journal's house style. | brycewang-stanford/ | 4.6k | — | ~2.4k | Automated safety check: Notes | Unknown | 5 days ago |
| 36 | This skill covers publication-quality tables and figures for academic research papers. | brycewang-stanford/ | 4.6k | — | ~2k | Automated safety check: Pass | Unknown | 5 days ago |
| 37 | 37.Pyfixest Fast high-dimensional fixed effects: OLS, Poisson, IV with multi-way FE; DiD (TWFE, did2s, Sun-Abraham); clustered SEs; etable/coefplot/iplot. | brycewang-stanford/ | 4.6k | — | ~3.5k | Automated safety check: Pass | Unknown | 5 days ago |
| 38 | 38.Rdd Analysis Econometrics skill for Regression Discontinuity Design (RDD). | brycewang-stanford/ | 4.6k | — | ~1.8k | Automated safety check: Pass | Unknown | 5 days ago |
| 39 | This skill covers reproducible research pipelines and replication packages. | brycewang-stanford/ | 4.6k | — | ~3.3k | Automated safety check: Pass | Unknown | 5 days ago |
| 40 | This skill covers structural econometric models. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~2.6k | Automated safety check: Pass | Unknown | 5 days ago |
| 41 | This skill covers academic journal submission, referee responses, and revision management. | brycewang-stanford/ | 4.6k | — | ~3.6k | Automated safety check: Pass | Unknown | 5 days ago |
| 42 | Econometrics skill for Synthetic Control Method (SCM). An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~4.2k | Automated safety check: Pass | Unknown | 5 days ago |
| 43 | 43.Aer Workflow A skill your agent uses when deciding which AER-skills sub-skill to use next, before choosing a specialized skill or after a user asks how to sequence manuscript work from topic selection through… | brycewang-stanford/ | 4.6k | — | ~2.6k | Automated safety check: Pass | Unknown | 5 days ago |
| 44 | 44.ML Causal Econometrics skill for machine learning methods in causal inference. | brycewang-stanford/ | 4.6k | — | ~4k | Automated safety check: Pass | Unknown | 5 days ago |
| 45 | A skill your agent uses when the user keeps paper notes inside an Obsidian project knowledge base and wants filesystem-first literature review, explicit agent-first Zotero ingestion, Papers/ plus… | brycewang-stanford/ | 4.6k | — | ~976 | Automated safety check: Pass | Unknown | 5 days ago |
| 46 | A skill your agent uses when papers are collected in Zotero but the user wants detailed reading notes, project-linked literature synthesis, collection-wide paper-note coverage checks, and a… | brycewang-stanford/ | 4.6k | — | ~1.5k | Automated safety check: Pass | Unknown | 5 days ago |
| 47 | A skill your agent uses when handling data documentation, sharing, and spatial-data ethics for an Annals of the American Association of Geographers manuscript — provenance (sources, projections… | brycewang-stanford/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 14 days ago |
| 48 | 48.A2 VS-Enhanced Theoretical Framework Architect with Critique & Visualization Full VS 5-Phase process: Modal theory avoidance, Long-tail exploration, differentiated framework presentation Absorbed A3… | brycewang-stanford/ | 4.6k | — | ~3.6k | Automated safety check: Pass | Unknown | 5 days ago |
