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Data & Analytics · brycewang-stanford/Auto-Empirical-Research-Skills
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | 49.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 |
| 50 | Field connection mapping and systematic ideation for method transfer | brycewang-stanford/ | 4.6k | — | ~4.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 51 | 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 |
| 52 | 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 |
| 53 | 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 |
| 54 | 54.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 |
| 55 | 55.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 |
| 56 | 56.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 |
| 57 | 57.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 |
| 58 | 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 |
| 59 | 59.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 |
| 60 | Core mathematical concepts and theoretical frameworks for statistics | brycewang-stanford/ | 4.6k | — | ~4.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 61 | Numerical algorithms and computational techniques for statistics | brycewang-stanford/ | 4.6k | — | ~1.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 62 | 62.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 |
