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Python · Experimental design
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Builds a scoring-aligned outline for a mathematical modeling paper and a model selection plan with baseline, improvement and validation experiments. | yushui2022/ | 454 | 1 repo | ~1.8k | Automated safety check: Pass | MIT | 3 days ago |
| 2 | Plans, runs, and documents analytical method validation, verification, or transfer studies under ICH Q2(R2)/Q14, USP, ICH M10, CLSI EP, or ISO/IEC 17025. | K-Dense-AI/ | 48k | 1 repo | ~4.9k | Automated safety check: Notes | MIT | 5 days ago |
| 3 | World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. | Raidriar7170/ | 125 | 5 repos | ~1.4k | Automated safety check: Pass | MIT | 14 days ago |
| 4 | Convert a completed data-analysis conversation into evidence-backed, reproducible living research through the Krisk MCP server. | napjon/ | 117 | — | ~702 | Automated safety check: Pass | BSD-3-Clause | 8 days ago |
| 5 | Builds the code for a frozen research experiment test-first, with leakage controls, seed handling and saved evidence so results can be rerun and audited. | Light0305/ | 640 | — | ~2.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 6 | A skill your agent uses whenever the user asks for a graphical abstract, mechanism illustration, study design schematic, concept explainer, scientific cover art, or any non-data academic image that… | Citrus-bit/ | 120 | — | ~1.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 7 | Plot per-group distributions of continuous data using boxplots, violins, beeswarms, quasirandom jitter, and raincloud plots with sample-size honesty (Weissgerber 2015), KDE-bandwidth awareness, and… | GPTomics/ | 1.2k | 2 repos | ~3.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 8 | A skill your agent uses when data needs statistical analysis. | Aperivue/ | 333 | — | ~7k | Automated safety check: Pass | MIT | 5 days ago |
| 9 | A skill your agent uses when planning how many patients or cases a study needs before data collection (power analysis, IRB justification). | Aperivue/ | 333 | — | ~2.9k | Automated safety check: Pass | MIT | 5 days ago |
| 10 | Controls error rates across thousands of simultaneous tests in genomics discovery using false-discovery-rate methods (Benjamini-Hochberg 1995; Benjamini-Yekutieli 2001 for arbitrary dependence… | GPTomics/ | 1.2k | 1 repo | ~3.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 11 | 11.Adaptyv How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. | BioTender-max/ | 200 | — | ~1.9k | Automated safety check: Notes | Unknown | 3 mo ago |
| 12 | 12.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 | 5 days ago |
| 13 | 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 | 3 days ago |
| 14 | Generate meta-analysis forest plots for binary classification data. | aipoch/ | 1.9k | — | ~2.1k | Automated safety check: Pass | MIT | 23 days ago |
