Topic · Data & Analytics
Best statistics skills, page 5
Statistics skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 193 | Domain-specific statistical power analysis guidance for cognitive and neuroscience research, encoding effect size priors and sample size recommendations by modality | NeuroAIHub/ | 1.1k | — | ~3.4k | Automated safety check: Pass | AGPL-3.0 | 6 days ago |
| 194 | Calculate alignment statistics including sequence identity, conservation scores, substitution matrices, and similarity metrics. | GPTomics/ | 1.2k | 3 repos | ~5.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 195 | Generate R/Python code for volcano plots from DEG (Differentially Expressed Genes) analysis results. | aipoch/ | 2k | — | ~2.5k | Automated safety check: Pass | MIT | 21 days ago |
| 196 | Create original surveys, benchmarks, and aggregated data nobody else has. | Affitor/ | 699 | — | ~2.8k | Automated safety check: Pass | MIT | 23 days ago |
| 197 | Generate alignment statistics using samtools flagstat, stats, depth, coverage, and mosdepth. | GPTomics/ | 1.2k | 2 repos | ~3.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 198 | Add p-value brackets, significance asterisks, and effect-size annotations to distribution plots using ggpubr, ggsignif, and statannotations with correct test selection (parametric vs non-parametric… | GPTomics/ | 1.2k | 2 repos | ~3.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 199 | Production-ready genomics and epigenomics data processing for BixBench questions. | wu-yc/ | 1.1k | 2 repos | ~14k | Automated safety check: Pass | No licence | 6 mo ago |
| 200 | Analyze metabolomics data including metabolite identification, quantification, pathway analysis, and metabolic flux. | wu-yc/ | 1.1k | 2 repos | ~5.9k | Automated safety check: Pass | No licence | 6 mo ago |
| 201 | Running experiments out of the data warehouse instead of via dedicated experiment platforms. | rampstackco/ | 940 | — | ~7.3k | Automated safety check: Pass | MIT | yesterday |
| 202 | 202.Analyze Stats A skill your agent uses when data needs statistical analysis. | Aperivue/ | 329 | — | ~7k | Automated safety check: Pass | MIT | 3 days ago |
| 203 | Use before running any confirmatory analysis or looking at outcome data, when testing a hypothesis, computing a p-value, or about to claim an effect - locks predictions and decision rules before… | K-Dense-AI/ | 348 | — | ~3.3k | Automated safety check: Pass | Unknown | 25 days ago |
| 204 | Run a referee-grade review of the manuscript in the open project without changing a single manuscript file. | Oleafly/ | 206 | — | ~2.3k | Automated safety check: Pass | MIT | today |
| 205 | Visualize differential expression results using DESeq2/edgeR built-in functions. | FreedomIntelligence/ | 3.1k | 1 repo | ~3k | Automated safety check: Pass | No licence | 2 mo ago |
| 206 | Process Hi-C read pairs using pairtools. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.6k | Automated safety check: Pass | No licence | 2 mo ago |
| 207 | Spatial analysis of cell neighborhoods and interactions in IMC data. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.9k | Automated safety check: Pass | No licence | 2 mo ago |
| 208 | Generate variant statistics, sample concordance, and quality metrics using bcftools stats and gtcheck. | FreedomIntelligence/ | 3.1k | 1 repo | ~2.5k | Automated safety check: Pass | No licence | 2 mo ago |
| 209 | 209.Profiling Tables Deep-dive data profiling for a specific table. An agent skill from astronomer/agents. | astronomer/ | 451 | — | ~964 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 210 | 210.Statistics Math Statistics, probability, linear algebra, and mathematical foundations for data science | foryourhealth111-pixel/ | 3.6k | — | ~2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 211 | Domain-specific statistical modeling guidance for cognitive science and neuroscience, encoding when and how to apply mixed models, correction methods, Bayesian approaches, and effect size reporting | NeuroAIHub/ | 1.1k | — | ~5.3k | Automated safety check: Pass | AGPL-3.0 | 6 days ago |
| 212 | 212.Share Usage Generate and share anonymized skill usage statistics to help the community understand which skills are most valuable | NeuroAIHub/ | 1.1k | — | ~3.2k | Automated safety check: Pass | AGPL-3.0 | 6 days ago |
| 213 | Documents the results of a completed experiment or A/B test with statistical analysis, learnings, and recommendations. | product-on-purpose/ | 715 | — | ~989 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 214 | Publish and manage Telegraph pages with media, page-view statistics, and auto-split for long articles. | artwist-polyakov/ | 206 | — | ~4k | Automated safety check: Notes | MIT | 15 days ago |
| 215 | 215.Report Generator Generate compression reports for video processing. An agent skill from benchflow-ai/skillsbench. | benchflow-ai/ | 1.8k | — | ~449 | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 216 | 216.Gsd Stats Display project statistics — phases, plans, requirements, git metrics, and timeline | SpillwaveSolutions/ | 119 | 3 repos | ~620 | Automated safety check: Pass | MIT | 19 days ago |
| 217 | Tests associations between categorical variables in clinical data using chi-square, Fisher's exact, Boschloo, Cochran-Mantel-Haenszel, and modern McNemar variants with calibrated confidence… | GPTomics/ | 1.2k | 2 repos | ~6.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 218 | Computes and interprets treatment effect measures (OR, RR, RD, HR, NNT) with calibrated confidence intervals (Wilson, Newcombe, Miettinen-Nurminen, MOVER, profile likelihood, Bender NNT) and reports… | GPTomics/ | 1.2k | 2 repos | ~7k | Automated safety check: Pass | MIT | 1 mo ago |
| 219 | Detect introgression and admixture between species or populations using Dsuite (Malinsky 2021 fast D-statistics), Patterson's D / ABBA-BABA test (Green 2010; Durand 2011), f4-ratio and f-branch… | GPTomics/ | 1.2k | 2 repos | ~8k | Automated safety check: Pass | MIT | 1 mo ago |
| 220 | Use this plugin when the user wants a "Pentagram Stat Frame" HyperFrames motion video — Swiss-grid statistic anchor — giant number, red accent, growing bars, black data bar. | nexu-io/ | 100k | — | ~381 | Automated safety check: Pass | Apache-2.0 | today |
| 221 | 221.Analyze Results Analyze ML experiment results, compute statistics, generate comparison tables and insights. | AI4Scientist/ | 128 | 5 repos | ~417 | Automated safety check: Notes | No licence | 4 mo ago |
| 222 | 222.Math Reasoning Formal mathematical reasoning for research papers — derive equations, write proofs, formalize problem settings, select statistical tests, and generate LaTeX math notation. | lingzhi227/ | 384 | — | ~639 | Automated safety check: Pass | No licence | 7 mo ago |
| 223 | You must use this when selecting statistical tests, interpreting effect sizes, or conducting power analysis. | poemswe/ | 130 | — | ~841 | Automated safety check: Pass | MIT | yesterday |
| 224 | Screens biomedical / life-science papers for signs of data fabrication, image manipulation, and statistical anomalies, using the detection techniques distilled from the field's canonical exposure… | agentsope/ | 459 | — | ~3.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 225 | 225.Evaluate Model Evaluate binary classification or regression models with confusion-matrix metrics, tie-aware ROC AUC, regression errors, and deterministic bootstrap confidence intervals; emphasizes held-out data… | PKU-YuanGroup/ | 617 | — | ~583 | Automated safety check: Pass | MIT | 3 days ago |
| 226 | 226.Hedgefundmonitor Query the OFR (Office of Financial Research) Hedge Fund Monitor API for hedge fund data including SEC Form PF aggregated statistics, CFTC Traders in Financial Futures, FICC Sponsored Repo volumes… | majiayu000/ | 666 | 3 repos | ~1.7k | Automated safety check: Pass | MIT | yesterday |
| 227 | 227.Usfiscaldata Query the U.S. An agent skill from majiayu000/claude-skill-registry. | majiayu000/ | 666 | 3 repos | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 228 | 228.Cv Usage A skill your agent uses when the user asks about usage analytics, statistics, token usage, or cost summary — e.g. | tombelieber/ | 110 | — | ~3.1k | Automated safety check: Pass | MIT | 8 days ago |
| 229 | Apply statistical methods to financial data including descriptive statistics, covariance estimation, regression, hypothesis testing, and resampling. | JoelLewis/ | 205 | — | ~2.2k | Automated safety check: Pass | MIT | 2 mo ago |
| 230 | Statistical analysis and reporting for experimental datasets; use when you need to interpret experimental results, test significance (t-tests/ANOVA), or generate reproducible reports. | aipoch/ | 2k | — | ~1.1k | Automated safety check: Pass | MIT | 21 days ago |
| 231 | Generate statistics for publication-year and journal distributions from local references or PDFs; use when you need standardized Year/Journal tables and a summary without any network access. | aipoch/ | 2k | — | ~1.9k | Automated safety check: Pass | MIT | 21 days ago |
| 232 | Generates a Meta-analysis results section description for funnel plots, including statistical tables (Egger's, Begg's, Trim & Fill) and figure legends. | aipoch/ | 2k | — | ~1.4k | Automated safety check: Pass | MIT | 21 days ago |
| 233 | Guided statistical analysis for test selection, assumption checks, power analysis, and APA-style reporting. | aipoch/ | 2k | — | ~2.8k | Automated safety check: Pass | MIT | 21 days ago |
| 234 | Creates DE-specific diagnostic and result visualizations using DESeq2/edgeR built-in functions and lightweight ggplot2 wrappers. | GPTomics/ | 1.2k | 1 repo | ~5.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 235 | 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 |
| 236 | Defines cell populations in flow and spectral cytometry through manual gates (rectangle, polygon, quadrant, boolean) and reproducible automated gating (openCyto gating templates, flowDensity… | GPTomics/ | 1.2k | 1 repo | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 237 | Assigns honest lipid annotation levels, designs class-based internal-standard quantification, and runs lipid-aware differential and enrichment analysis with lipidr, guarding against… | GPTomics/ | 1.2k | 1 repo | ~4.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 238 | Designs QC, corrects signal drift, removes batch effects, filters features, normalizes samples, and imputes missing values for untargeted LC-MS/GC-MS metabolomics, framing each step as a measurement… | GPTomics/ | 1.2k | 1 repo | ~5k | Automated safety check: Pass | MIT | 1 mo ago |
| 239 | Decision-grade statistical analysis for metabolomics intensity tables. | GPTomics/ | 1.2k | 1 repo | ~5k | Automated safety check: Pass | MIT | 1 mo ago |
| 240 | Designs and validates quantitative targeted metabolomics assays (MRM/SRM on triple-quadrupole, PRM on high-resolution instruments) to report absolute concentrations. | GPTomics/ | 1.2k | 1 repo | ~5.1k | Automated safety check: Pass | MIT | 1 mo ago |