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Data & Analytics · By brycewang-stanford
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | A skill your agent uses when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quantitative economic data analysis | brycewang-stanford/ | 4.6k | — | ~7.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 50 | 50.Analyze End-to-end data analysis dispatching Coder and Data-engineer for implementation, coder-critic for review. | brycewang-stanford/ | 4.6k | — | ~2.2k | Automated safety check: Notes | Unknown | 6 days ago |
| 51 | 51.Codebook Auto-generates a Markdown codebook from a dataset (CSV, DTA, Excel, Parquet) with types and summary statistics. | brycewang-stanford/ | 4.6k | — | ~527 | Automated safety check: Notes | Unknown | 6 days ago |
| 52 | Field connection mapping and systematic ideation for method transfer | brycewang-stanford/ | 4.6k | — | ~4.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 53 | End-to-end R data analysis workflow from exploration through regression to publication-ready tables and figures. | brycewang-stanford/ | 4.6k | — | ~624 | Automated safety check: Notes | Unknown | 6 days ago |
| 54 | Clean and transform messy data for analysis in Python, R, or Stata | brycewang-stanford/ | 4.6k | — | ~2.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 55 | Data science methodology for Python research: EDA, validation, causal inference (IV, DiD, RD, synthetic control), clustering/PCA/UMAP, supervised ML, geospatial, visualization. | brycewang-stanford/ | 4.6k | — | ~9.8k | Automated safety check: Pass | Unknown | 6 days ago |
| 56 | 56.E3 Agent E3 - Mixed Methods Integration Specialist - Qual-Quant data integration and meta-inference. | brycewang-stanford/ | 4.6k | — | ~3.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 57 | 57.Event Study A skill your agent uses whenever the user wants to conduct an event study, create event study plots, test for parallel trends, implement difference-in-differences designs, or work with any panel… | brycewang-stanford/ | 4.6k | — | ~1.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 58 | 58.Figures Design and format publication-quality figures: chart choice, color, scales, legends, captions, reproducibility. | brycewang-stanford/ | 4.6k | — | ~2.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 59 | 59.Freeze Check Checks whether registered notebooks have current, stale, or missing outputs. | brycewang-stanford/ | 4.6k | — | ~513 | Automated safety check: Notes | Unknown | 6 days ago |
| 60 | Writes academic prose interpreting regression output. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~620 | Automated safety check: Notes | Unknown | 6 days ago |
| 61 | 61.Lifelines Complete survival analysis library in Python. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~771 | Automated safety check: Pass | MIT | 6 days ago |
| 62 | Core mathematical concepts and theoretical frameworks for statistics | brycewang-stanford/ | 4.6k | — | ~4.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 63 | Numerical algorithms and computational techniques for statistics | brycewang-stanford/ | 4.6k | — | ~1.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 64 | 64.Tables Design and format publication-quality tables: column order, row grouping, notes, precision, reproducibility. | brycewang-stanford/ | 4.6k | — | ~2k | Automated safety check: Pass | Unknown | 6 days ago |
| 65 | A skill your agent uses when an AEJ: Economic Policy manuscript needs a framework that maps reduced-form estimates into a welfare, cost-benefit, or distributional policy object — sufficient… | brycewang-stanford/ | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | 14 days ago |
| 66 | A skill your agent uses when designing or auditing AISTATS experiments, simulations, baselines, statistical tests, uncertainty estimates, ablations, random seeds, hyperparameters, compute, dataset… | brycewang-stanford/ | 1.2k | — | ~880 | Automated safety check: Pass | MIT | 14 days ago |
| 67 | A skill your agent uses when deciding whether a project is a strong AISTATS fit, comparing AISTATS with NeurIPS, ICML, ICLR, UAI, COLT, JMLR, statistics journals, or application venues, identifying… | brycewang-stanford/ | 1.2k | — | ~873 | Automated safety check: Pass | MIT | 14 days ago |
| 68 | A skill your agent uses when revising an AISTATS paper for concise AI-statistics framing, theorem-and-experiment clarity, 8-page two-column compression, double-blind wording, reproducibility… | brycewang-stanford/ | 1.2k | — | ~865 | Automated safety check: Pass | MIT | 14 days ago |
| 69 | A skill your agent uses when executing and reporting the analysis/interpretation for an American Anthropologist (AA) manuscript so it survives expert anonymous review — disciplined… | brycewang-stanford/ | 1.2k | — | ~1.9k | Automated safety check: Pass | MIT | 14 days ago |
| 70 | A skill your agent uses when analyzing the material of an Accounting, Organizations and Society (AOS) manuscript — coding and interpreting qualitative field data, estimating experimental and survey… | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 71 | 71.Aos Methods A skill your agent uses when designing the study for an Accounting, Organizations and Society (AOS) manuscript — qualitative field studies (access, case logic, interviews, observation), behavioral… | brycewang-stanford/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 14 days ago |
| 72 | A skill your agent uses when building the exhibits of an Accounting, Organizations and Society (AOS) manuscript — data-inventory and evidence tables for qualitative work, cell-means and process-test… | brycewang-stanford/ | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | 14 days ago |
| 73 | A skill your agent uses when executing and reporting the analysis for a British Journal of Political Science (BJPS) manuscript so it survives expert, double-blind review — honest uncertainty… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 74 | A skill your agent uses when designing the real-data validation of a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — forecasting and financial-engineering strands: data provenance… | brycewang-stanford/ | 1.2k | — | ~783 | Automated safety check: Pass | MIT | 14 days ago |
| 75 | A skill your agent uses when analyzing data and fitting/comparing models for a Cognitive Psychology (Elsevier) manuscript. | brycewang-stanford/ | 1.2k | — | ~2k | Automated safety check: Pass | MIT | 14 days ago |
| 76 | A skill your agent uses when deciding whether a result is COLT-shaped (Conference on Learning Theory) — a theorem-first learning-theory contribution — versus better routed to ALT, STOC/FOCS… | brycewang-stanford/ | 1.2k | — | ~1.9k | Automated safety check: Pass | MIT | 14 days ago |
| 77 | A skill your agent uses when executing and reporting the analysis for a Communication Research (CR) manuscript so it survives expert, double-anonymized review — ANOVA/regression/SEM… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 78 | A skill your agent uses when designing or auditing the evaluation of an ACM CoNEXT paper — matching evidence to claim shape with real testbeds and deployments, honest and tuned baselines… | brycewang-stanford/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 14 days ago |
| 79 | A skill your agent uses when designing or auditing experiments for a CoRL robot-learning paper — seeds and evaluation-episode counts, task-suite breadth, real-robot versus simulation evidence… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 80 | A skill your agent uses when running and reporting the analyses for a Comparative Political Studies (CPS) manuscript — estimation, uncertainty, robustness, and multi-method triangulation on… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 81 | A skill your agent uses when executing and reporting the analysis/interpretation for a Current Anthropology (CA) manuscript so it survives expert review and the published CA✩ Comments — disciplined… | brycewang-stanford/ | 1.2k | — | ~1.9k | Automated safety check: Pass | MIT | 14 days ago |
| 82 | A skill your agent uses when analyzing and reporting results for a Developmental Psychology (APA) manuscript. | brycewang-stanford/ | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | 14 days ago |
| 83 | A skill your agent uses when designing or auditing The Econometrics Journal (EctJ) Monte Carlo simulations, empirical applications, estimator comparisons, robustness checks, computation, seeds, and… | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 84 | A skill your agent uses when reducing and reporting data for an Earth and Planetary Science Letters (EPSL) manuscript — full analytical-uncertainty budgets for isotope and geochronology data… | brycewang-stanford/ | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | 14 days ago |
| 85 | A skill your agent uses when you need to understand how Earth and Planetary Science Letters (EPSL) evaluates a manuscript — subject-editor desk screening against the frontier bar, expert review… | brycewang-stanford/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 14 days ago |
| 86 | A skill your agent uses when writing the data and sample section of an Economic-Research manuscript — naming databases, building variable-definition and descriptive-statistics tables, and leaving an… | brycewang-stanford/ | 1.2k | — | ~1.1k | Automated safety check: Pass | MIT | 14 days ago |
| 87 | A skill your agent uses when executing or defending the analysis for an Entrepreneurship Theory and Practice (ETP) manuscript — estimation, event-history, SEM, endogeneity, and qualitative coding… | brycewang-stanford/ | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | 14 days ago |
| 88 | 88.Etp Methods A skill your agent uses when designing or defending the research design for an Entrepreneurship Theory and Practice (ETP) manuscript — matching a method to an entrepreneurial question and handling… | brycewang-stanford/ | 1.2k | — | ~1.9k | Automated safety check: Pass | MIT | 14 days ago |
| 89 | A skill your agent uses when building the exhibits for an Entrepreneurship Theory and Practice (ETP) manuscript — results tables, the theoretical/mechanism model figure, and (for qualitative work)… | brycewang-stanford/ | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | 14 days ago |
| 90 | A skill your agent uses when building the theoretical argument for an Entrepreneurship Theory and Practice (ETP) manuscript — constructing an explicitly entrepreneurial mechanism (opportunity… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 91 | A skill your agent uses when deciding whether a question is entrepreneurship-central enough for an Entrepreneurship Theory and Practice (ETP) manuscript, and whether ETP (vs. | brycewang-stanford/ | 1.2k | — | ~1.9k | Automated safety check: Pass | MIT | 14 days ago |
| 92 | A skill your agent uses when executing and reporting the analysis for a European Sociological Review (ESR) manuscript so it survives expert double-blind review — correct multilevel and longitudinal… | brycewang-stanford/ | 1.2k | — | ~2k | Automated safety check: Pass | MIT | 14 days ago |
| 93 | A skill your agent uses when designing or auditing ESEC/FSE empirical evaluations, covering real subject systems, fair baselines, SE-standard statistics and effect sizes, qualitative and… | brycewang-stanford/ | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | 14 days ago |
| 94 | A skill your agent uses when executing and reporting the analysis for a Governance: An International Journal of Policy, Administration, and Institutions manuscript — cross-national inference… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 95 | A skill your agent uses when writing the single ACM/IEEE HRI full-paper rebuttal that responds to three external reviewers and two area chairs — triaging study-design and statistics critiques… | brycewang-stanford/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 14 days ago |
| 96 | A skill your agent uses when designing or auditing the human-subjects study at the heart of an ACM/IEEE HRI full paper — choosing between/within-subjects designs, running Wizard-of-Oz honestly… | brycewang-stanford/ | 1.2k | — | ~1.9k | Automated safety check: Pass | MIT | 14 days ago |
