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Research & Science · brycewang-stanford/Auto-Empirical-Research-Skills
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files. | brycewang-stanford/ | 4.6k | — | ~2.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 50 | Orchestrator for the full academic research pipeline: research - write - integrity check - review - revise - re-review - re-revise - final integrity check - finalize. | brycewang-stanford/ | 4.6k | — | ~11k | Automated safety check: Pass | Unknown | 6 days ago |
| 51 | 51.Aer Statspai A skill your agent uses when aer-identification has fixed the design, after methodology choice and before aer-robustness or aer-tables-figures, to run an AER-track analysis with StatsPAI — the… | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Pass | Unknown | 6 days ago |
| 52 | 52.Apsa Style APSA style checker for Quarto (.qmd) files. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~3.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 53 | Assesses a research paper outline (.qmd file) against structured criteria from Kosuke Imai's empirical research guide. | brycewang-stanford/ | 4.6k | — | ~2.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 54 | Validate the replication package for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~984 | Automated safety check: Notes | Unknown | 6 days ago |
| 55 | 55.B2 VS-Enhanced Evidence Quality Appraiser - Prevents Mode Collapse with context-adaptive quality assessment Enhanced VS 3-Phase process: Avoids automatic tool application, delivers research-specific… | brycewang-stanford/ | 4.6k | — | ~3.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 56 | Run IV, DiD, and RDD analyses in R with proper diagnostics. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 57 | Verify academic citations against CrossRef, Semantic Scholar, and OpenAlex. | brycewang-stanford/ | 4.6k | — | ~1.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 58 | A skill your agent uses when adding citations to a .bib file, importing references by DOI, cleaning a bibliography, detecting duplicate entries, or normalizing citation keys. | brycewang-stanford/ | 4.6k | — | ~1k | Automated safety check: Pass | Unknown | 6 days ago |
| 59 | 59.Data Deposit Prepare a replication package for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Notes | Unknown | 6 days ago |
| 60 | 60.Data Finder Find and assess datasets for a research question. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 61 | Universal deep research agent team. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~8k | Automated safety check: Pass | Unknown | 6 days ago |
| 62 | Causal inference design audit for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~1.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 63 | Julia-based econometric and structural estimation for computationally intensive tasks. | brycewang-stanford/ | 4.6k | — | ~1.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 64 | R-based econometric analysis for academic research. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 65 | 65.F5 Humanization Quality Verifier - Ensures transformation integrity and quality Validates that humanization preserves meaning, citations, and academic standards Use when: after G6 transformation… | brycewang-stanford/ | 4.6k | — | ~2.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 66 | Map the garden of forking paths for a concrete econometric design and turn it into a machine-readable design card that the specification-search engine can walk. | brycewang-stanford/ | 4.6k | — | ~2.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 67 | 67.G1 VS-Enhanced Journal Matcher with Journal Intelligence MCP — Real-time journal data pipeline with checkpoint-based human decisions. | brycewang-stanford/ | 4.6k | — | ~3.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 68 | 68.G2 Publication Specialist - Writing, Review, Pre-registration & Quality Assurance Light VS applied: Avoids template-based writing + audience-specific message design Absorbed G3 (Peer Review… | brycewang-stanford/ | 4.6k | — | ~4.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 69 | 69.G5 VS-Enhanced Academic Style Auditor - Academic Writing Quality Analysis Identifies 24+ writing patterns that reduce scholarly quality, adapted from Wikipedia AI Cleanup guidelines Use when: checking… | brycewang-stanford/ | 4.6k | — | ~4.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 70 | 70.I0 Systematic Review Pipeline Orchestrator - Coordinates systematic literature review automation Manages the complete 7-stage PRISMA 2020 pipeline from research question to RAG system Delegates to… | brycewang-stanford/ | 4.6k | — | ~2.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 71 | 71.I1 Paper Retrieval Agent - Multi-database paper fetching from Semantic Scholar, OpenAlex, arXiv Handles rate limiting, deduplication, and PDF URL extraction Use when: fetching papers, searching… | brycewang-stanford/ | 4.6k | — | ~2.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 72 | 72.Identify Design or review identification strategy for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~1.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 73 | 73.Interview Me Structured conversational interview to formalise a research idea or extension into a concrete specification with hypotheses and empirical strategy. | brycewang-stanford/ | 4.6k | — | ~1k | Automated safety check: Pass | Unknown | 6 days ago |
| 74 | 74.Lit Review Structured literature review using a parallel fleet of Librarian agents. | brycewang-stanford/ | 4.6k | — | ~2.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 75 | Creates a structured annotation note in references/ with sections for research question, data, findings, and relevance. | brycewang-stanford/ | 4.6k | — | ~568 | Automated safety check: Notes | Unknown | 6 days ago |
| 76 | A skill your agent uses when the user asks to search for papers, review literature, find references on a topic, verify a paper exists, or build a bibliography. | brycewang-stanford/ | 4.6k | — | ~1.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 77 | Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning". | brycewang-stanford/ | 4.6k | — | ~2.1k | Automated safety check: Pass | CC-BY-4.0 | 6 days ago |
| 78 | 78.New Analysis Scaffolds a method-specific analysis notebook (DiD, IV, RDD, LASSO, Panel FE) with boilerplate. | brycewang-stanford/ | 4.6k | — | ~764 | Automated safety check: Notes | Unknown | 6 days ago |
| 79 | 79.New Project Start a new research project by conducting a structured interview to formalize a research idea, then generates research questions with identification strategies and a project spec. | brycewang-stanford/ | 4.6k | — | ~1.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 80 | 80.New Project Full research pipeline from idea to paper. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Notes | Unknown | 6 days ago |
| 81 | Comprehensive multi-dimensional review of the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~914 | Automated safety check: Notes | Unknown | 6 days ago |
| 82 | Writes expert academic paper summaries for social science research, particularly political science and applied statistics. | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Pass | Unknown | 6 days ago |
| 83 | Run the instrumented specification search in the user's own statistical language — Stata (reghdfe, ivreghdfe, rdrobust, did2s), R (fixest, rdrobust, did2s), Python (statsmodels, linearmodels) or… | brycewang-stanford/ | 4.6k | — | ~2.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 84 | 84.Phack Router Entry point for the p-hacking skills suite. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 85 | Name and classify p-hacking strategies, and quantify what each one does to the false-positive rate. | brycewang-stanford/ | 4.6k | — | ~893 | Automated safety check: Pass | Unknown | 6 days ago |
| 86 | Dense, 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… | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Notes | Unknown | 6 days ago |
| 87 | Generate 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/ | 4.6k | — | ~3.2k | Automated safety check: Notes | Unknown | 6 days ago |
| 88 | Strategic research companion — brainstorm, evaluate, and decide on research directions. | brycewang-stanford/ | 4.6k | — | ~2.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 89 | Research Coordinator v12.0 - Human-Centered Edition (Systematic Review Automation) Context-persistent platform with 24 specialized agents across 9 categories (A-G, I, X). | brycewang-stanford/ | 4.6k | — | ~3.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 90 | Generate structured research questions, hypotheses, and empirical strategies from a topic or dataset within the sewage/environmental economics space. | brycewang-stanford/ | 4.6k | — | ~1.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 91 | Structure point-by-point referee responses for the sewage-house-prices paper. | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 92 | 92.Review Paper Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections. | brycewang-stanford/ | 4.6k | — | ~1.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 93 | 93.Review Paper Simulated peer review of the sewage-house-prices manuscript. | brycewang-stanford/ | 4.6k | — | ~1.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 94 | 94.Review R R code review for the sewage project. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 95 | A skill your agent uses when a main specification has produced a result, when preparing a paper appendix, when a reviewer requests robustness, or before declaring any empirical finding final. | brycewang-stanford/ | 4.6k | — | ~1.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 96 | Generates robustness check code and formats results as a combined table. | brycewang-stanford/ | 4.6k | — | ~650 | Automated safety check: Notes | Unknown | 6 days ago |
