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Experimental design
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 193 | A skill your agent uses when designing the multi-study package for a Journal of Personality and Social Psychology (JPSP) manuscript — sequencing studies, powering each one, choosing experimental /… | franklee16/ | 223 | 1 repo | ~946 | Automated safety check: Pass | No licence | 23 days ago |
| 194 | A skill your agent uses to lock study design and mandatory prospective registration for a Lancet clinical manuscript — trial registration before enrollment, protocol + statistical analysis plan, and… | franklee16/ | 223 | 1 repo | ~1.2k | Automated safety check: Pass | No licence | 23 days ago |
| 195 | A skill your agent uses to confirm study-design rigor and the mandatory prospective trial registration, protocol, and statistical analysis plan before writing up a clinical study for NEJM. | franklee16/ | 223 | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 23 days ago |
| 196 | 196.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 | 23 days ago |
| 197 | A skill your agent uses when designing studies for a Psychological Science manuscript so they meet the journal's standards for power, sample-size justification, preregistration, and confound control. | franklee16/ | 223 | 1 repo | ~857 | Automated safety check: Pass | No licence | 23 days ago |
| 198 | A skill your agent uses when executing and stress-testing the empirical analysis for a RAND Journal of Economics (RJE) industrial-organization manuscript — estimating structural demand/supply… | franklee16/ | 223 | 1 repo | ~886 | Automated safety check: Pass | No licence | 23 days ago |
| 199 | 199.Tar Methods A skill your agent uses when the research design and identification strategy are the bottleneck for a The Accounting Review (TAR) manuscript — choosing the setting, shock, and design that credibly… | franklee16/ | 223 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 23 days ago |
| 200 | Estimate causal effects from existing data. An agent skill from foryourhealth111-pixel/Vibe-Skills. | foryourhealth111-pixel/ | 3.6k | — | ~370 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 201 | Clarifies a vague clinical or biomedical research idea into a structured, bounded, searchable, researchable, and testable question. | aipoch/ | 1.9k | — | ~3.9k | Automated safety check: Pass | MIT | 24 days ago |
| 202 | Plans confounder control, variable adjustment logic, and bias mitigation strategies at the protocol stage for clinical, epidemiologic, translational, observational, and biomarker studies. | aipoch/ | 1.9k | — | ~3.9k | Automated safety check: Pass | MIT | 24 days ago |
| 203 | Designs primary, secondary, and exploratory endpoints for biomedical and clinical research protocols. | aipoch/ | 1.9k | — | ~4.3k | Automated safety check: Pass | MIT | 24 days ago |
| 204 | Designs a realistic, execution-aware biomedical study version under explicit constraints of samples, time, budget, data access, lab capacity, team skill, and validation resources. | aipoch/ | 1.9k | — | ~3.5k | Automated safety check: Pass | MIT | 24 days ago |
| 205 | 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 | 24 days ago |
| 206 | Converts an audited medical research gap into a complete, structured, gap-traceable study design. | aipoch/ | 1.9k | — | ~3.6k | Automated safety check: Pass | MIT | 24 days ago |
| 207 | Generates complete Mendelian randomization study designs from a user-provided exposure and outcome direction. | aipoch/ | 1.9k | — | ~3.7k | Automated safety check: Pass | MIT | 24 days ago |
| 208 | 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 | 24 days ago |
| 209 | Strategic clinical trial design feasibility assessment using ToolUniverse. | aipoch/ | 1.9k | — | ~2.6k | Automated safety check: Pass | MIT | 24 days ago |
| 210 | Rapidly maps the evidence landscape around a medical topic by organizing major research streams, target populations, endpoints, methods, evidence density, and thin areas. | aipoch/ | 1.9k | — | ~3k | Automated safety check: Pass | MIT | 24 days ago |
| 211 | Plan, prioritize, and design rigorous A/B tests using the Test Velocity Method. | LeoYeAI/ | 2.2k | — | ~5k | Automated safety check: Pass | MIT | 2 mo ago |
| 212 | Research methodology guide. An agent skill from revfactory/harness-100. | revfactory/ | 1.3k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 213 | 213.Lumen Abtest A/B test design — produce an experiment spec with hypothesis, primary metric, MDE, sample size, run time, and decision rule. | jeremylongshore/ | 2.8k | — | ~2.3k | Automated safety check: Notes | MIT | yesterday |
| 214 | 214.Surge Experiment Growth experiment design — structure a growth hypothesis, define metric, baseline, expected lift, and kill condition for a single experiment. | jeremylongshore/ | 2.8k | — | ~1.2k | Automated safety check: Notes | MIT | yesterday |
| 215 | Design clinical studies and report using CONSORT, STROBE guidelines | wentorai/ | 298 | 1 repo | ~1.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 216 | Clinical trial methodology, biostatistics, and study design guidance | wentorai/ | 298 | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 217 | Epidemiological study designs, measures of association, and public health ana... | wentorai/ | 298 | 1 repo | ~1.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 218 | Design rigorous experiments using DOE, factorial designs, and response surfaces | wentorai/ | 298 | 1 repo | ~1.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 219 | Statistical hypothesis testing, power analysis, and significance reporting | wentorai/ | 298 | 1 repo | ~2k | Automated safety check: Pass | MIT | 3 mo ago |
| 220 | Guide to writing clear and reproducible methodology sections | wentorai/ | 298 | 1 repo | ~1.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 221 | Sample size calculation and statistical power analysis guide | wentorai/ | 298 | 1 repo | ~1.8k | Automated safety check: Pass | MIT | 3 mo ago |
| 222 | Psychological research methods, experimental design, and analysis | wentorai/ | 298 | 1 repo | ~2.4k | Automated safety check: Pass | MIT | 3 mo ago |
| 223 | Core methods for empirical social science research including surveys and expe... | wentorai/ | 298 | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 3 mo ago |
| 224 | Professional research methodology — journalistic investigation, industry analysis, technical verification, and academic-style systematic research. | magnus919/ | 289 | — | ~768 | Automated safety check: Pass | MIT | 3 mo ago |
| 225 | Design statistically rigorous A/B tests and interpret experiment results. | mohitagw15856/ | 1.4k | — | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 226 | Write a structured research protocol or study design document. | mohitagw15856/ | 1.4k | — | ~945 | Automated safety check: Pass | MIT | 2 days ago |
| 227 | Design rigorous scenario/vignette experiments for behavioral research in management, marketing, information systems, consumer psychology, applied psychology, and interdisciplinary social science. | Drchronx/ | 139 | — | ~1.3k | Automated safety check: Pass | Unknown | 4 mo ago |
| 228 | 228.Med Education A skill your agent uses when the user wants to write an education news piece — school policy, research findings, student achievement data, teacher issues, curriculum reform, or campus events — from… | asgard-ai-platform/ | 242 | — | ~4.2k | Automated safety check: Pass | MIT | 4 mo ago |
| 229 | 229.Stat Ab Testing Design and analyze A/B tests with proper statistical methodology including sample size calculation, randomization, frequentist and Bayesian approaches, and sequential testing. | asgard-ai-platform/ | 242 | — | ~1k | Automated safety check: Pass | MIT | 4 mo ago |
| 230 | Explain Harness FME experiment results: winner determination, statistical significance, guardrail metric impact, and data-quality caveats (low sample size, missing data). | harness/ | 115 | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 231 | Plan, conduct, evaluate, and synthesize rigorous research investigations with credible evidence and a traceable method, including source-to-claim closure for media evidence. | magnus919/ | 115 | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 232 | A skill your agent uses when the empirical identification strategy is the bottleneck for a Management-World manuscript — quasi-experimental designs (DID, IV, RDD, DML, event study) with Chinese… | franklee16/ | 223 | 1 repo | ~411 | Automated safety check: Pass | No licence | 23 days ago |
| 233 | Generates a structured prompt framework for clinical study protocols. | aipoch/ | 1.9k | — | ~2.1k | Automated safety check: Pass | MIT | 24 days ago |
| 234 | Designs retrospective or prospective clinical cohort study protocols for biomedical and clinical research. | aipoch/ | 1.9k | — | ~5.7k | Automated safety check: Pass | MIT | 24 days ago |
| 235 | Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons. | aipoch/ | 1.9k | — | ~2k | Automated safety check: Pass | MIT | 24 days ago |
| 236 | A skill your agent uses when defending the research design of a British Journal of Political Science (BJPS) manuscript — causal identification for quantitative work, case selection and process… | brycewang-stanford/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 14 days ago |
| 237 | A skill your agent uses when designing the experiments for a Cognitive Psychology (Elsevier) manuscript so they tightly control confounds, discriminate competing models, and have adequate power… | brycewang-stanford/ | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | 14 days ago |
| 238 | A skill your agent uses when the empirical identification strategy is the bottleneck for a 《财贸经济》 manuscript — fiscal / tax / financial / trade policy shocks and firm- / city- / bank-level… | brycewang-stanford/ | 1.2k | — | ~866 | Automated safety check: Pass | MIT | 14 days ago |
| 239 | A skill your agent uses when meeting Developmental Psychology's (APA) open-science and transparency expectations under the Transparency and Openness Promotion (TOP) guidelines — data and materials… | brycewang-stanford/ | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | 14 days ago |
| 240 | A skill your agent uses when designing studies for a Developmental Psychology (APA) manuscript so they can actually support a developmental-change claim. | brycewang-stanford/ | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | 14 days ago |