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Experimental design
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 145 | Generates randomization sequences for RCTs including simple, blocked, and stratified allocation. | aipoch/ | 1.9k | — | ~1.5k | Automated safety check: Pass | MIT | 24 days ago |
| 146 | Basic sample size estimator for clinical research planning. An agent skill from aipoch/medical-research-skills. | aipoch/ | 1.9k | — | ~1.6k | Automated safety check: Pass | MIT | 24 days ago |
| 147 | Converts research text into a Mermaid technical roadmap flowchart. | aipoch/ | 1.9k | — | ~1.6k | Automated safety check: Pass | MIT | 24 days ago |
| 148 | A medical-research-native literature reading skill for users with clinical, bioinformatics, translational, and basic experimental backgrounds. | aipoch/ | 1.9k | — | ~3.4k | Automated safety check: Pass | MIT | 24 days ago |
| 149 | Conduct a literature review and develop a CS research proposal. | sundial-org/ | 153 | — | ~397 | Automated safety check: Pass | No licence | 2 mo ago |
| 150 | Plan user research studies - method selection, participant recruitment, study design, and research questions for generative and evaluative research. | Prorise-cool/ | 306 | — | ~3.7k | Automated safety check: Pass | No licence | 25 days ago |
| 151 | Experiment design expert using pretotyping and lean validation for both new product concepts and existing product features. | borghei/ | 891 | — | ~1.7k | Automated safety check: Pass | MIT | 4 days ago |
| 152 | 152.Experiment Designs, sanity-checks and reads out product experiments (A/B tests, holdouts, pre/post, geo and incrementality tests) and produces an experiment brief plus a readout with a ship / hold / replicate… | menkesu/ | 434 | — | ~5.2k | Automated safety check: Pass | Unknown | 5 days ago |
| 153 | Design experiments and quasi-experiments before analysis. An agent skill from foryourhealth111-pixel/Vibe-Skills. | foryourhealth111-pixel/ | 3.6k | — | ~600 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 154 | Review and score experiment plans produced by Claude Code. An agent skill from appleweiping/WEIPING_WIKI. | appleweiping/ | 119 | — | ~1.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 155 | Structured hypothesis formulation, experiment design, and results interpretation for Product Managers. | jeremylongshore/ | 2.8k | — | ~2.6k | Automated safety check: Pass | MIT | yesterday |
| 156 | 156.C1 VS-Enhanced Quantitative Design Consultant with Materials & Sampling Enhanced VS 3-Phase process: Avoids obvious experimental designs, proposes context-optimal quantitative strategies Absorbed C4… | brycewang-stanford/ | 4.6k | — | ~9.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 157 | 157.E1 E1-Quantitative Analysis Guide with Code Generation & Sensitivity Analysis VS-Enhanced with Full 5-Phase process: Avoids obvious analyses, explores innovative methodologies Expanded to include… | brycewang-stanford/ | 4.6k | — | ~9.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 158 | A skill your agent uses when the user asks to "design an experiment", "build a predictive model", "run A/B test analysis", "perform causal inference", "engineer features", "evaluate model… | borghei/ | 891 | — | ~1.7k | Automated safety check: Pass | MIT | 4 days ago |
| 159 | Toolkit for structuring hypotheses, variants, guardrails, and measurement plans. | gtmagents/ | 414 | 1 repo | ~837 | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 160 | 160.Graham A Colditz A skill your agent uses whenever you are reasoning about public health policy, cancer prevention, epidemiological study design, clinical risk models, or weight management advice. | K-Dense-AI/ | 129 | — | ~1.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 161 | 161.Julie E Buring A skill your agent uses to apply the rigorous epidemiological reasoning of Julie E. | K-Dense-AI/ | 129 | — | ~1.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 162 | 162.Ronald C Kessler This skill applies the analytical frameworks of Ronald C. An agent skill from K-Dense-AI/mimeographs. | K-Dense-AI/ | 129 | — | ~1.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 163 | 163.Shizuo Akira A skill your agent uses whenever reasoning about immunology, host-pathogen interactions, innate immunity, Toll-like receptors (TLRs), or experimental design in molecular biology. | K-Dense-AI/ | 129 | — | ~1.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 164 | Unified tool for calculating sample sizes for Diagnostic, Efficacy, Etiology, and Prognosis clinical studies. | aipoch/ | 1.9k | — | ~2k | Automated safety check: Pass | MIT | 24 days ago |
| 165 | Design scientific experiments including sample size calculation, randomization, control groups, blinding, and study protocols. | aipoch/ | 1.9k | — | ~1.5k | Automated safety check: Pass | MIT | 24 days ago |
| 166 | Generate meta-analysis forest plots for binary classification data. | aipoch/ | 1.9k | — | ~2.1k | Automated safety check: Pass | MIT | 24 days ago |
| 167 | Generate forest plots for meta-analysis of continuous data. An agent skill from aipoch/medical-research-skills. | aipoch/ | 1.9k | — | ~1.8k | Automated safety check: Pass | MIT | 24 days ago |
| 168 | 168.Ab Test Planner Design statistically rigorous A/B tests for product features, UI changes, onboarding flows, and pricing experiments. | mohitagw15856/ | 1.4k | — | ~2k | Automated safety check: Pass | MIT | 2 days ago |
| 169 | Design empirical studies through power analysis, pre-analysis planning, QSF parsing, and survey architecture. | flonat/ | 146 | — | ~2.3k | Automated safety check: Pass | MIT | 12 days ago |
| 170 | Choose the right product experiment type: superiority, non-inferiority, equivalence, A/B/n, or holdback-backed validation. | hashgraph-online/ | 1.3k | — | ~841 | Automated safety check: Pass | MIT | yesterday |
| 171 | Design degradation holdbacks and long-term cumulative holdbacks for product experiments and feature rollouts. | hashgraph-online/ | 1.3k | — | ~736 | Automated safety check: Pass | MIT | yesterday |
| 172 | A skill your agent uses when the user discusses experiment design, ablations, training runs, evaluation, baselines, metrics, failures, or result interpretation that should be logged into Obsidian… | brycewang-stanford/ | 4.6k | — | ~524 | Automated safety check: Pass | Unknown | 6 days ago |
| 173 | 173.Ab Test Setup Design and run statistically rigorous A/B tests and experiments. | borghei/ | 891 | — | ~5.3k | Automated safety check: Pass | MIT | 4 days ago |
| 174 | Plan a creative testing roadmap with script-computed sample sizes. | indranilbanerjee/ | 862 | 1 repo | ~2.6k | Automated safety check: Pass | MIT | yesterday |
| 175 | Suede-affiliated recurring marketing workflow design for cadence, inputs, decision rules, checkpoints, failure states, and measurable outputs. | JasonColapietro/ | 127 | — | ~2.6k | Automated safety check: Pass | MIT | yesterday |
| 176 | 176.Okr Design OKR trees, KPI dashboards, North Star Metric, leading/lagging indicators, and experiment design. | yonatangross/ | 292 | — | ~1.9k | Automated safety check: Pass | MIT | yesterday |
| 177 | A skill your agent uses when defending the research design of an American Journal of Political Science (AJPS) manuscript — causal identification for observational work, experimental and… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 23 days ago |
| 178 | A skill your agent uses when defending the research design of an American Political Science Review (APSR) manuscript — causal identification for quantitative work, case selection and process tracing… | franklee16/ | 223 | 1 repo | ~1k | Automated safety check: Pass | No licence | 23 days ago |
| 179 | 179.Cc Study Design A skill your agent uses when designing or auditing the experimental plan for a Cancer Cell (Cell Press) study — orthogonal validation across in vitro, in vivo, and human tumor systems, with… | franklee16/ | 223 | 1 repo | ~1.2k | Automated safety check: Pass | No licence | 23 days ago |
| 180 | A skill your agent uses when the empirical identification strategy is the bottleneck for a Journal-of-Finance-and-Economics manuscript — quasi-experimental designs (DID incl. | franklee16/ | 223 | 1 repo | ~541 | Automated safety check: Pass | No licence | 23 days ago |
| 181 | A skill your agent uses when defending the study design of a Conservation Biology manuscript — ecological sampling and inference (detection, spatial structure, pseudoreplication)… | franklee16/ | 223 | 1 repo | ~1k | Automated safety check: Pass | No licence | 23 days ago |
| 182 | A skill your agent uses when the empirical identification strategy is the bottleneck for a 《中国农村经济》 manuscript — micro-household / village-level quasi-experimental designs (DID, IV, RDD, PSM). | franklee16/ | 223 | 1 repo | ~602 | Automated safety check: Pass | No licence | 23 days ago |
| 183 | A skill your agent uses when defending the research design of a Criminology (ASC / Wiley) manuscript — causal identification for quantitative work, longitudinal and life-course designs… | franklee16/ | 223 | 1 repo | ~1.2k | Automated safety check: Pass | No licence | 23 days ago |
| 184 | 184.Est Study Design A skill your agent uses when designing experiments, sampling campaigns, or modeling studies for Environmental Science & Technology (ES&T) so the design survives expert review — environmental… | franklee16/ | 223 | 1 repo | ~882 | Automated safety check: Pass | No licence | 23 days ago |
| 185 | A skill your agent uses when designing or defending the field-experiment or modelling design of a Field Crops Research (FCR) manuscript — multi-environment trials, randomization and replication… | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 23 days ago |
| 186 | 186.Gcb Study Design A skill your agent uses when designing the study behind a Global Change Biology (GCB) manuscript — manipulative experiments, observational/gradient studies, or process modelling of biological… | franklee16/ | 223 | 1 repo | ~894 | Automated safety check: Pass | No licence | 23 days ago |
| 187 | 187.Jama Statistics A skill your agent uses when preparing or auditing the statistical analysis and reporting of a JAMA manuscript so it survives JAMA's dedicated statistical review. | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 23 days ago |
| 188 | A skill your agent uses when locking the study design and internal-validity safeguards for a JAMA clinical manuscript (RCT, cohort, diagnostic, or systematic review). | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 23 days ago |
| 189 | A skill your agent uses when designing or defending the empirical identification of a Journal of Applied Econometrics (JAE) manuscript — a credible strategy applied to real data, with assumptions… | franklee16/ | 223 | 1 repo | ~707 | Automated safety check: Pass | No licence | 23 days ago |
| 190 | 190.Jmr Methods A skill your agent uses when matching the research design to the claim for a Journal of Marketing Research (JMR) manuscript — experimental design (lab and field), causal identification… | franklee16/ | 223 | 1 repo | ~960 | Automated safety check: Pass | No licence | 23 days ago |
| 191 | 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 | 23 days ago |
| 192 | A skill your agent uses when the empirical identification strategy is the bottleneck for a Journal of Political Economy (JPE) manuscript — quasi-experimental designs (DID, IV, RDD, event study) or… | franklee16/ | 223 | 1 repo | ~1.5k | Automated safety check: Pass | No licence | 23 days ago |
