Topic · Research & Science
Best reproducible research skills, page 4
Reproducible research skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 145 | 145.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 | 5 days ago |
| 146 | 146.Osf API Guide Access Open Science Framework for preregistrations, preprints, and data | brycewang-stanford/ | 4.6k | — | ~1.5k | Automated safety check: Pass | Unknown | 5 days ago |
| 147 | 147.Tables Design and format publication-quality tables: column order, row grouping, notes, precision, reproducibility. | brycewang-stanford/ | 4.6k | — | ~2k | Automated safety check: Pass | Unknown | 5 days ago |
| 148 | 148.Fair Check Audit manuscript and replication package against FAIR open-science principles. | brycewang-stanford/ | 4.6k | — | ~2k | Automated safety check: Pass | Unknown | 5 days ago |
| 149 | A skill your agent uses when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance artifact releases without violating double-blind or… | franklee16/ | 223 | 1 repo | ~448 | Automated safety check: Pass | No licence | 22 days ago |
| 150 | 150.Aaai Submission A skill your agent uses when auditing an AAAI main technical track submission for OpenReview readiness, double-blind anonymity, page limits, reproducibility checklist, supplementary material, author… | franklee16/ | 223 | 1 repo | ~648 | Automated safety check: Pass | No licence | 22 days ago |
| 151 | A skill your agent uses when preparing the data, code, and model materials for an Agricultural Systems (AgSy) manuscript. | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 22 days ago |
| 152 | A skill your agent uses when preparing the reproducibility / replication materials for an American Political Science Review (APSR) manuscript. | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 22 days ago |
| 153 | A skill your agent uses when assembling STAR Methods and the Key Resources Table for a Cancer Cell (Cell Press) manuscript, and when ensuring rigor / reproducibility (cell-line authentication… | franklee16/ | 223 | 1 repo | ~1.2k | Automated safety check: Pass | No licence | 22 days ago |
| 154 | 154.Ceq Submission A skill your agent uses for the pre-submission preflight to 《经济学(季刊)》 (China Economic Quarterly, CEQ) — checking the online system (oaj.pku.edu.cn / ccj.pku.edu.cn), in-text author-date citation… | franklee16/ | 223 | 1 repo | ~521 | Automated safety check: Pass | No licence | 22 days ago |
| 155 | A skill your agent uses when executing and reporting the analysis for a Conservation Biology manuscript so it survives expert, double-blind review — appropriate ecological/statistical models, honest… | franklee16/ | 223 | 1 repo | ~1k | Automated safety check: Pass | No licence | 22 days ago |
| 156 | A skill your agent uses when preparing the data, replication, and transparency materials for a Criminology (ASC / Wiley) manuscript — data-availability statements, reproducibility packages… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 22 days ago |
| 157 | A skill your agent uses when preparing the data-availability statement and reproducibility materials for a Demography (PAA / Duke University Press) manuscript. | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 22 days ago |
| 158 | A skill your agent uses when assembling the code and data deposit for an Econometrica manuscript under the journal's Data and Code Availability Policy, including reproducible Monte Carlo and (for… | franklee16/ | 223 | 1 repo | ~1.8k | Automated safety check: Pass | No licence | 22 days ago |
| 159 | A skill your agent uses to handle reproducibility and the supplementary-material file for an Econometric Theory (ET) paper — ET has no mandatory data/code archive (theory journal); the relevant… | franklee16/ | 223 | 1 repo | ~983 | Automated safety check: Pass | No licence | 22 days ago |
| 160 | A skill your agent uses when assembling the Supporting Information (SI), data-availability statement, and public-data/code deposit for an Environmental Science & Technology (ES&T) manuscript. | franklee16/ | 223 | 1 repo | ~938 | Automated safety check: Pass | No licence | 22 days ago |
| 161 | A skill your agent uses when writing the response to a Field Crops Research (FCR) revision decision (major or minor) and revising the manuscript. | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 22 days ago |
| 162 | A skill your agent uses when strengthening ICML reproducibility evidence, including code/data availability, random seeds, compute disclosure, appendix evidence, impact-statement support, and… | franklee16/ | 223 | 1 repo | ~446 | Automated safety check: Pass | No licence | 22 days ago |
| 163 | 163.Ijcai Submission A skill your agent uses when auditing an IJCAI or IJCAI-ECAI main-track submission for Chairing Tool readiness, abstract and author-information deadlines, page limits, double-blind anonymity… | franklee16/ | 223 | 1 repo | ~620 | Automated safety check: Pass | No licence | 22 days ago |
| 164 | A skill your agent uses when assembling the reproducible data-and-code supplement for a Journal of Business & Economic Statistics (JBES) paper under the American Statistical Association (ASA)… | franklee16/ | 223 | 1 repo | ~1k | Automated safety check: Pass | No licence | 22 days ago |
| 165 | A skill your agent uses when preparing the reproducibility / replication and data-sharing materials for a Journal of Marriage and Family (JMF) manuscript. | franklee16/ | 223 | 1 repo | ~1.2k | Automated safety check: Pass | No licence | 22 days ago |
| 166 | A skill your agent uses when preparing the open-science and transparency materials for a Journal of Communication (JoC) manuscript. | franklee16/ | 223 | 1 repo | ~1.2k | Automated safety check: Pass | No licence | 22 days ago |
| 167 | A skill your agent uses when defending the research design of a The Journal of Politics (JOP) manuscript — causal identification for quantitative work, experimental and survey-experimental design… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 22 days ago |
| 168 | A skill your agent uses when meeting the Journal of Personality and Social Psychology (JPSP) transparency requirements — TOP Guidelines at Level 2, JARS reporting, data/code/materials disclosure to… | franklee16/ | 223 | 1 repo | ~990 | Automated safety check: Pass | No licence | 22 days ago |
| 169 | A skill your agent uses when packaging NeurIPS code, data, models, demos, benchmarks, or other research artifacts for anonymous review, reproducibility, public release, or MLRC-style artifact… | franklee16/ | 223 | 1 repo | ~595 | Automated safety check: Pass | No licence | 22 days ago |
| 170 | A skill your agent uses when running and reporting the computational study for an Operations Research (OR) manuscript — benchmark instances, baselines, reproducible experiments, statistical care for… | franklee16/ | 223 | 1 repo | ~993 | Automated safety check: Pass | No licence | 22 days ago |
| 171 | 171.Ors Rebuttal A skill your agent uses when responding to an Operations Research (OR) decision letter — writing the point-by-point response, closing proof gaps, adding baselines/instances, and passing the… | franklee16/ | 223 | 1 repo | ~1k | Automated safety check: Pass | No licence | 22 days ago |
| 172 | 172.Pnas Statistics A skill your agent uses to enforce PNAS's statistics and reproducibility reporting — n and replication, test choice and assumptions, effect sizes with uncertainty, multiple-comparison control… | franklee16/ | 223 | 1 repo | ~1k | Automated safety check: Pass | No licence | 22 days ago |
| 173 | A skill your agent uses when executing and reporting the analysis for a Public Opinion Quarterly (POQ) manuscript so it survives expert, double-blind review — design-based inference that respects… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 22 days ago |
| 174 | A skill your agent uses when meeting Psychological Science's open-science requirements. | franklee16/ | 223 | 1 repo | ~1k | Automated safety check: Pass | No licence | 22 days ago |
| 175 | A skill your agent uses when planning and assembling the transparency package for a Psychological Bulletin submission — protocol preregistration (PROSPERO/OSF), TOP-compliant disclosure, and… | franklee16/ | 223 | 1 repo | ~902 | Automated safety check: Pass | No licence | 22 days ago |
| 176 | A skill your agent uses to assemble a Quantitative Economics (QE) replication package that passes the Econometric Society Data Editor's pre-acceptance reproducibility check — raw data, code… | franklee16/ | 223 | 1 repo | ~1.2k | Automated safety check: Pass | No licence | 22 days ago |
| 177 | A skill your agent uses when assembling the data and code deposit for an accepted empirical The Review of Economic Studies (REStud) manuscript, writing the README, or auditing reproducibility before… | franklee16/ | 223 | 1 repo | ~1.5k | Automated safety check: Pass | No licence | 22 days ago |
| 178 | 178.Sci Statistics A skill your agent uses to enforce Science's statistics and reproducibility reporting — n and replication, test choice and assumptions, effect sizes with uncertainty, multiple-comparison control… | franklee16/ | 223 | 1 repo | ~862 | Automated safety check: Pass | No licence | 22 days ago |
| 179 | Builds clear, executable, and auditable inclusion and exclusion criteria for biomedical and clinical research protocols. | aipoch/ | 1.9k | — | ~4.2k | Automated safety check: Pass | MIT | 23 days ago |
| 180 | 180.Lamindb This skill is applicable when using LaminDB. An agent skill from aipoch/medical-research-skills. | aipoch/ | 1.9k | — | ~4.8k | Automated safety check: Pass | MIT | 23 days ago |
| 181 | Detects methodological gaps across study design, analysis, validation, bias control, reproducibility, and implementation readiness within a biomedical research area. | aipoch/ | 1.9k | — | ~3.5k | Automated safety check: Pass | MIT | 23 days ago |
| 182 | Reverse-engineers the methods section of a biomedical paper into a structured, reproducible workflow. | aipoch/ | 1.9k | — | ~4k | Automated safety check: Pass | MIT | 23 days ago |
| 183 | Guide for experiment tracking tool setup (MLflow, Weights & Biases, etc.), reproducibility assurance, model registry, and experiment comparison methodology. | revfactory/ | 1.3k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 184 | Pre-registration, open data, and FAIR principles for research | wentorai/ | 298 | 1 repo | ~2.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 185 | 185.Osf API Manage open science projects and preprints via the OSF REST API | wentorai/ | 298 | 1 repo | ~2k | Automated safety check: Pass | MIT | 3 mo ago |
| 186 | Reproducible Python environments, notebooks, and literate programming | wentorai/ | 298 | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 187 | Create reproducible research workflows with R and RMarkdown/Quarto | wentorai/ | 298 | 1 repo | ~1.5k | Automated safety check: Pass | MIT | 3 mo ago |
| 188 | Automate repetitive research tasks with pipelines, schedulers, and scripting | wentorai/ | 298 | 1 repo | ~1.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 189 | Secure sandboxed code execution environments for reproducible research computing | wentorai/ | 298 | 1 repo | ~1.5k | Automated safety check: Pass | MIT | 3 mo ago |
| 190 | 190.Pp Keenable Keenable web search with reproducible research, citations, and a local evidence trail. | mvanhorn/ | 2.1k | — | ~6.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 191 | Write research/technical reports with strong structure + figure standards. | foryourhealth111-pixel/ | 3.6k | — | ~480 | Automated safety check: Notes | Apache-2.0 | 1 mo ago |
| 192 | A skill your agent uses when packaging IJCAI or IJCAI-ECAI code, data, proofs, models, and appendices as reproducibility evidence or supplementary material, especially when there is no separate… | franklee16/ | 223 | 1 repo | ~443 | Automated safety check: Pass | No licence | 22 days ago |
Explore related skills
Category
More topics in Research & Science
- Bioinformatics1,146
- Citation management933
- Academic paper search507
- Literature review482
- Deep research407
- Econometrics and empirical research322
- Peer review312
- Clinical and healthcare research267
- Experimental design265
- Scientific writing252
- Hypothesis generation221
- Drug discovery and cheminformatics200
- Physical and earth sciences198
- Fact-checking and source verification165
- Protein structure and design129
- Math and symbolic computation62
- Grant writing47
- Quantum computing22