Topic · Data & Analytics
Best statistics skills, page 7
Statistics skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 289 | Extracts, filters, annotates, and exports differential expression results from DESeq2 or edgeR with proper handling of padj=NA (independent filtering, Cook's outliers, all-zero), multiple-testing… | GPTomics/ | 1.2k | 1 repo | ~5.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 290 | Performs differential expression on bulk RNA-seq count data with DESeq2's negative-binomial GLM, Wald and LRT testing, apeglm/ashr/normal LFC shrinkage, independent filtering, Cook's outlier… | GPTomics/ | 1.2k | 1 repo | ~5.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 291 | Assesses genetic health of populations for conservation with Ne estimation across time horizons (LDNe NeEstimator V2 option-file API + SNeP physical-linkage correction; recent trajectory via… | GPTomics/ | 1.2k | 1 repo | ~7.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 292 | Extracts per-cytosine methylation calls from aligned bisulfite/EM-seq reads with bismarkmethylationextractor (Bismark BAM) or the aligner-agnostic MethylDackel/BISCUIT (bwa-meth BAM), producing the… | GPTomics/ | 1.2k | 1 repo | ~5.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 293 | Turns an enrichResult or gseaResult from clusterProfiler/enrichplot into a figure that collapses or shows gene-set redundancy, using dotplot, barplot, cnetplot, emapplot, treeplot, ridgeplot… | GPTomics/ | 1.2k | 1 repo | ~5.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 294 | Infers and describes population structure with PCA (plink2 --pca, smartpca/EIGENSOFT, FlashPCA2), model-based clustering (ADMIXTURE, fastSTRUCTURE), FST estimators (Weir-Cockerham vs Hudson), and… | GPTomics/ | 1.2k | 1 repo | ~5.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 295 | Scans genomes for natural selection with SFS tests (Tajima's D, Fay & Wu H, Zeng E, SweepFinder2 CLR), haplotype tests (iHS, nSL, XP-EHH, Rsb, H12), and differentiation (FST, PBS) using… | GPTomics/ | 1.2k | 1 repo | ~5.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 296 | Orchestrates the full path from differential expression results to redundancy-collapsed functional enrichment: choose ORA vs GSEA, convert gene IDs per method, run… | GPTomics/ | 1.2k | 1 repo | ~5.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 297 | End-to-end bulk time-course analysis from an expression matrix to temporal gene modules and per-cluster pathway enrichment. | GPTomics/ | 1.2k | 1 repo | ~6k | Automated safety check: Pass | MIT | 1 mo ago |
| 298 | 298.Ledger Trade decision audit trail and statistics. An agent skill from alsk1992/CloddsBot. | alsk1992/ | 2.9k | — | ~134 | Automated safety check: Pass | MIT | 6 days ago |
| 299 | Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing. | w95/ | 239 | 1 repo | ~2.6k | Automated safety check: Pass | MIT | 7 mo ago |
| 300 | 300.Writing SQL Staff+ DBA SQL patterns targeting what Claude's defaults miss - multi-column statistics, operator classes, keyset pagination, silent performance anti-patterns. | rileyhilliard/ | 130 | — | ~627 | Automated safety check: Pass | MIT | 1 mo ago |
| 301 | Statistical modeling workflow guide for hypothesis tests, effect-size reporting, statsmodels regression, diagnostics, and structured result export. | DrugClaw/ | 125 | — | ~879 | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 302 | 302.Paper Summary Writes expert academic paper summaries for social science research, particularly political science and applied statistics. | brycewang-stanford/ | 4.5k | — | ~3k | Automated safety check: Pass | Unknown | 3 days ago |
| 303 | 303.Phack Detection Test whether a body of reported results shows p-hacking, selective reporting or selection between stages, using the p-curve battery and the threshold and across-stages tests of Adda, Decker and… | brycewang-stanford/ | 4.5k | — | ~2.4k | Automated safety check: Pass | Unknown | 3 days ago |
| 304 | 304.Phack Polyglot Run the instrumented specification search in the user's own statistical language — Stata (reghdfe, ivreghdfe, rdrobust, did2s), R (fixest, rdrobust, did2s), Python (statsmodels, linearmodels) or… | brycewang-stanford/ | 4.5k | — | ~2.1k | Automated safety check: Pass | Unknown | 3 days ago |
| 305 | 305.Regression Table Formats estimation output as a publication-quality regression table with stars, SEs, and fit statistics. | brycewang-stanford/ | 4.5k | — | ~645 | Automated safety check: Notes | Unknown | 3 days ago |
| 306 | Research Coordinator v12.0 - Human-Centered Edition (Systematic Review Automation) Context-persistent platform with 24 specialized agents across 9 categories (A-G, I, X). | brycewang-stanford/ | 4.5k | — | ~3.2k | Automated safety check: Pass | Unknown | 3 days ago |
| 307 | Run an instrumented walk of a specification universe and recover honest inference from it. | brycewang-stanford/ | 4.5k | — | ~3.3k | Automated safety check: Pass | Unknown | 3 days ago |
| 308 | 308.Stats Econometrics skill for descriptive statistics and summary tables. | brycewang-stanford/ | 4.5k | — | ~2k | Automated safety check: Pass | Unknown | 3 days ago |
| 309 | A skill your agent uses when generating a LaTeX results table, creating a figure for a paper, formatting descriptive statistics, preparing regression output for publication, or producing… | brycewang-stanford/ | 4.5k | — | ~1.7k | Automated safety check: Pass | Unknown | 3 days ago |
| 310 | Universal Meta-Analysis Codebook v2.2 - AI-Human collaboration for meta-analysis data extraction. | brycewang-stanford/ | 4.5k | — | ~3.4k | Automated safety check: Pass | Unknown | 3 days ago |
| 311 | 311.Budget Optimizer Reallocate marketing spend across channels using performance data and diminishing-returns modeling — produces a current-vs-optimized allocation table, projected ROI ranges with confidence intervals… | indranilbanerjee/ | 859 | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 5 days ago |
| 312 | 312.Verify Claims Extract every verifiable claim in marketing copy — statistics, rankings, awards, citations, performance and time-bound assertions — and check each against a user-supplied evidence JSON, classifying… | indranilbanerjee/ | 859 | 1 repo | ~2.5k | Automated safety check: Pass | MIT | 5 days ago |
| 313 | Creates interactive educational MicroSims, routing to the best-matched generator - p5.js, Chart.js, Plotly, Mermaid, vis-network, timelines, maps, Venn, causal-loop/feedback-loop diagrams (CLD)… | dmccreary/ | 105 | — | ~11k | Automated safety check: Pass | No licence | today |
| 314 | Extract features from 1D signals using signalTimeFeatureExtractor, signalFrequencyFeatureExtractor, and signalTimeFrequencyFeatureExtractor. | matlab/ | 1.1k | — | ~4.6k | Automated safety check: Pass | Unknown | today |
| 315 | A skill your agent uses when fitting accelerated life models, computing mean time to failure (MTTF), B10 life and similar quantities, fitting life distributions like Weibull for reliability… | matlab/ | 1.1k | — | ~3.2k | Automated safety check: Pass | Unknown | today |
| 316 | Guided statistical analysis: test choice, assumption checks, effect sizes, power, APA reporting. | jaechang-hits/ | 371 | 1 repo | ~4.8k | Automated safety check: Pass | CC-BY-4.0 | 10 days ago |
| 317 | Compute federated statistics over tabular data (count, sum, mean, stddev, var, histogram, quantile, noise-protected min/max) and image data (count, failurecount, pixel-intensity histogram) across… | NVIDIA/ | 3.5k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 318 | 使用卖家精灵选市场统计能力，按类目节点输出市场统计看板，包含头部Listing平均评分、均价、BSR、销量、卖家数量与新品相关指标，适合快速判断某类目市场质量与竞争格局。当用户提到类目市场统计、选市场看板、市场基础盘评估、节点市场质量、头部商品统计、SellerSprite market statistics、category… | linkfox-ai/ | 107 | 1 repo | ~702 | Automated safety check: Pass | MIT | 25 days ago |
| 319 | Sequence alignment and alignment file processing with Biopython (Bio.Align/Bio.AlignIO), triggered when you need global/local pairwise alignment, MSA read/write/format conversion, or alignment… | aipoch/ | 2k | — | ~1.6k | Automated safety check: Pass | MIT | 22 days ago |
| 320 | 320.Scikit Bio A Python bioinformatics toolkit for sequence, phylogeny, and microbiome/community-ecology analysis; use it when you need to compute diversity/ordination/statistics from biological data and standard… | aipoch/ | 2k | — | ~1.4k | Automated safety check: Pass | MIT | 22 days ago |
| 321 | Recommends appropriate statistical methods (T-test vs ANOVA, etc.) based. | aipoch/ | 2k | — | ~2.3k | Automated safety check: Pass | MIT | 22 days ago |
| 322 | 322.Omnifocus 2 Manage OmniFocus tasks via JavaScript for Automation (JXA) scripts. | sundial-org/ | 663 | — | ~1.5k | Automated safety check: Pass | No licence | 7 mo ago |
| 323 | 323.File Operations Analyze files and get detailed metadata including size, line counts, modification times, and content statistics. | mhattingpete/ | 680 | — | ~635 | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 324 | 324.Dataset Finder A skill your agent uses when users need to search for datasets, download data files, or explore data repositories. | LeoYeAI/ | 2.2k | — | ~5.4k | Automated safety check: Pass | Proprietary | 2 mo ago |
| 325 | 325.Geo Fact Checker GEO-focused fact-checking and evidence collection assistant for written content. | LeoYeAI/ | 2.2k | — | ~5.3k | Automated safety check: Pass | MIT | 2 mo ago |
| 326 | Builds publication-ready tables - descriptive Table 1, regression and differential-expression result tables, and supplementary tables - with gtsummary, gt, flextable, and kableExtra (R) or… | GPTomics/ | 1.2k | 1 repo | ~2.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 327 | 327.Analyze Confirmatory hypothesis testing matched to pre-registration, with full assumption testing, effect sizes, confidence intervals, and APA 7th formatted output. | brycewang-stanford/ | 4.5k | — | ~1.6k | Automated safety check: Pass | Unknown | 3 days ago |
| 328 | 328.Eda Comprehensive exploratory data analysis with publication-quality descriptive tables, correlation matrices, distribution plots, and assumption testing. | brycewang-stanford/ | 4.5k | — | ~1.5k | Automated safety check: Pass | Unknown | 3 days ago |
| 329 | 329.Data Analyst Data analysis across SQL, visualization, statistics, and reporting. | borghei/ | 886 | — | ~3.1k | Automated safety check: Pass | MIT | yesterday |
| 330 | Generates a LinkedIn post announcing an intelligent textbook milestone by pulling book metrics, chapter count, and key statistics. | dmccreary/ | 105 | — | ~5k | Automated safety check: Pass | CC-BY-NC-4.0 | today |
| 331 | Extract battery features for degradation analysis and health monitoring in MATLAB. | matlab/ | 1.1k | — | ~5.9k | Automated safety check: Pass | Unknown | today |
| 332 | Replay an LLM inference request trace (Mooncake / vLLM / SGLang hashids format) against a block-level KV prefix cache and compute hit statistics. | benchflow-ai/ | 1.8k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 333 | Test whether two traits share a causal variant at a genomic locus using Bayesian colocalization with coloc. | FreedomIntelligence/ | 3.1k | — | ~2.2k | Automated safety check: Pass | No licence | 2 mo ago |
| 334 | Differential binding analysis using DiffBind. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. | FreedomIntelligence/ | 3.1k | — | ~1.9k | Automated safety check: Pass | No licence | 2 mo ago |
| 335 | Statistical analysis for metabolomics data. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. | FreedomIntelligence/ | 3.1k | — | ~2.2k | Automated safety check: Pass | No licence | 2 mo ago |
| 336 | Statistical testing for differentially abundant proteins between conditions. | FreedomIntelligence/ | 3.1k | — | ~1.2k | Automated safety check: Pass | No licence | 2 mo ago |
