Topic · Data & Analytics
Best statistics skills for Claude Code, Codex and other agents.
- skills
- 557
- official
- 8
Statistics skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting. | spacering-net/ | 3.8k | 3 repos | ~5k | Automated safety check: Pass | MIT | today |
| 2 | Statistical models library for Python. An agent skill from zLanqing/codex-claude-academic-skills. | zLanqing/ | 4.6k | 16 repos | ~4.9k | Automated safety check: Pass | BSD-3-Clause | 4 mo ago |
| 3 | Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments. | K-Dense-AI/ | 2.4k | 2 repos | ~3.1k | Automated safety check: Notes | MIT | 7 days ago |
| 4 | Fetches RSS feeds from 90 top Hacker News blogs (curated by Karpathy), uses AI to score and filter articles, and generates a daily digest in Markdown with Chinese-translated titles, category… | vigorX777/ | 1.6k | — | ~1.3k | Automated safety check: Pass | No licence | 7 mo ago |
| 5 | Guidelines for Ascend NPU kernel / Triton-Ascend backend performance work in the FLA repo. | fla-org/ | 5.8k | — | ~5.6k | Automated safety check: Pass | MIT | yesterday |
| 6 | Sample-size and statistical power calculations for planning studies. | spacering-net/ | 3.8k | 1 repo | ~3.6k | Automated safety check: Notes | MIT | today |
| 7 | Audits or rewrites the statistical reporting in a manuscript: experimental units, replication, tests, uncertainty and figure legends, without inventing missing details. | Yuan1z0825/ | 46k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 8 | Real-time agent conversation monitoring - monitors Higress access logs, aggregates conversations by session, tracks token usage. | higress-group/ | 9.5k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 9 | RenoDX workflow for creating readable analysis graphs and plots from shader math, CSVs, EXRs, LUTs, hue sweeps, tone curves, gamut comparisons, energy/scalar maps, and test-pattern statistics. | clshortfuse/ | 4.4k | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 10 | A skill your agent uses to analyze an existing PostgreSQL database and identify which tables should be converted to Timescale/TimescaleDB hypertables. | timescale/ | 1.9k | 1 repo | ~2.6k | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 11 | Prepare, validate, submit, resume, or publish a CRAN release for this R package. | IndrajeetPatil/ | 2.2k | — | ~1.1k | Automated safety check: Pass | Unknown | 4 days ago |
| 12 | Covers portfolio risk measurement with VaR, CVaR, Sharpe, Sortino and drawdown, plus guidance on limits, stress tests and tail risk. | wshobson/ | 40k | 12 repos | ~502 | Automated safety check: Pass | MIT | 2 days ago |
| 13 | Explore an existing PostgreSQL database before answering questions about its data or writing SQL. | timescale/ | 1.9k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 14 | A skill your agent uses when asked to review, edit, or improve the writing quality of a scientific or engineering manuscript. | labarba/ | 850 | — | ~2.4k | Automated safety check: Pass | CC-BY-4.0 | 2 mo ago |
| 15 | Design experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are interpretable. | Oleafly/ | 205 | 3 repos | ~3.5k | Automated safety check: Notes | MIT | today |
| 16 | Control Tuya smart home devices via natural language. An agent skill from tuya/tuya-openclaw-skills. | tuya/ | 479 | — | ~5.2k | Automated safety check: Pass | MIT | today |
| 17 | 17.Math Tools Deterministic mathematical computation using SymPy. An agent skill from ananddtyagi/cc-marketplace. | ananddtyagi/ | 687 | 2 repos | ~1.3k | Automated safety check: Pass | No licence | 8 mo ago |
| 18 | Experiment executor and monitor for academic research. An agent skill from Imbad0202/experiment-agent. | Imbad0202/ | 199 | — | ~3.1k | Automated safety check: Pass | CC-BY-NC-4.0 | 12 days ago |
| 19 | 19.Kalshi Kalshi prediction markets — events, series, markets, trades, and candlestick data. | machina-sports/ | 242 | 1 repo | ~1.9k | Automated safety check: Pass | MIT | yesterday |
| 20 | Analyze recent GraalPy benchmark regressions on master as part of the weekly rota. | oracle/ | 1.7k | — | ~1.6k | Automated safety check: Pass | Unknown | yesterday |
| 21 | Query 57 Indonesian government APIs and data sources — BPJPH halal certification, BPOM food safety, OJK financial legality, BPS statistics, BMKG weather/earthquakes, Bank Indonesia exchange rates… | suryast/ | 172 | — | ~997 | Automated safety check: Pass | MIT | yesterday |
| 22 | 22.Stats Show vault statistics and knowledge graph metrics. An agent skill from agenticnotetaking/arscontexta. | agenticnotetaking/ | 3.5k | 1 repo | ~3.1k | Automated safety check: Notes | MIT | 7 mo ago |
| 23 | 学术审查 / research-integrity screening of a manuscript's figures and reported numbers. | xuzhougeng/ | 1k | — | ~2.6k | Automated safety check: Pass | AGPL-3.0 | today |
| 24 | Look up what a Biohub ESM-C sparse-autoencoder (SAE) feature means — its label, description, top-activating proteins, decoder neighbours, and activation statistics — by querying the Biohub… | softnanolab/ | 148 | — | ~1.5k | Automated safety check: Pass | MIT | today |
| 25 | 25.Matlab MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. | zLanqing/ | 4.6k | 9 repos | ~2.3k | Automated safety check: Notes | GPL-3.0 | 4 mo ago |
| 26 | Fetch a region of cis-eQTL summary statistics from EBI eQTL Catalogue v7+ via tabix-on-FTP. | ClawBio/ | 1.2k | 1 repo | ~4.3k | Automated safety check: Pass | MIT | yesterday |
| 27 | 数学建模竞赛解题全流程指导。覆盖国赛(CUMCM)和美赛(MCM/ICM)全部题型(A-F),提供12种问题本质分析、95+场景模型决策矩阵、5本算法Cookbook、11本完整例题Playbook、22个Python+7个MATLAB可运行代码模板。与math-modeling-paper形成"解题→写作"配对。当用户提及建模思路、选什么模型、怎么建模、赛题求解、粘贴赛题文本、美赛/国赛题目分… | Lupynow/ | 416 | — | ~2.1k | Automated safety check: Pass | MIT | 2 mo ago |
| 28 | Review and revise academic papers with a senior-reviewer workflow. | M1n-n9/ | 687 | — | ~2.3k | Automated safety check: Pass | No licence | 3 mo ago |
| 29 | Structured performance opportunity investigation for SpiderMonkey (the Firefox JavaScript engine). | SAP/ | 180 | 1 repo | ~4.1k | Automated safety check: Pass | GPL-3.0 | yesterday |
| 30 | This skill should be used when users need to analyze CSV or Excel files, understand data patterns, generate statistical summaries, or create data visualizations. | 5zjk5/ | 127 | — | ~2.6k | Automated safety check: Pass | No licence | 22 days ago |
| 31 | Takes a user through building a Meridian marketing mix model, from loading CSV data and mapping columns to running EDA, fitting and saving the model. | google/ | 1.6k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 32 | Fetch a region of GWAS summary statistics from the NHGRI-EBI GWAS Catalog harmonised collection via tabix-on-FTP. | ClawBio/ | 1.2k | 1 repo | ~3.5k | Automated safety check: Pass | MIT | yesterday |
| 33 | 33.Code Stats Analyze codebase with tokei (fast line counts by language) and difft (semantic AST-aware diffs). | aiskillstore/ | 430 | 2 repos | ~697 | Automated safety check: Notes | MIT | today |
| 34 | Writes statistical analysis code for experimental data, runs it through a four-round review, and reports effect sizes, p-values and confidence intervals. | lingzhi227/ | 383 | — | ~886 | Automated safety check: Pass | No licence | 7 mo ago |
| 35 | Show the learner's language learning progress, statistics, mastery levels, streak, and achievements. | m98/ | 420 | — | ~1.5k | Automated safety check: Notes | MIT | 3 mo ago |
| 36 | Define extraction schema, extract study data from full texts, and store it in a structured database for meta-analysis. | htlin222/ | 134 | — | ~1.6k | Automated safety check: Pass | Unknown | 14 days ago |
| 37 | 37.UI Remote Attach to and drive the running Joulescope UI via its --tcp-server remote-control interface. | jetperch/ | 111 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | 21 days ago |
| 38 | Six-phase process for reproducing a published paper's results from provided data, from variable mapping and sample filtering through regression tables and a written report. | xjtulyc/ | 617 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 6 mo ago |
| 39 | 39.Cbb Data College Basketball (CBB) data via ESPN public endpoints and the NCAA's official endpoints — scores, standings, rosters, schedules, game summaries, play-by-play, win probability, rankings, futures… | machina-sports/ | 242 | — | ~2.2k | Automated safety check: Pass | MIT | yesterday |
| 40 | A skill your agent uses when you need to measure per-phase memory allocation statistics to investigate memory usage. | coreos/ | 148 | — | ~526 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 41 | Validates an experiment's setup, works out lift, p-value and confidence interval from A/B test data, and recommends whether to ship, extend or stop. | phuryn/ | 27k | — | ~893 | Automated safety check: Pass | MIT | 22 days ago |
| 42 | 42.Librarian Reviews, curates, and maintains the Forge library of agents, skills, and templates. | jdforsythe/ | 151 | — | ~5.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 43 | 43.Observal Ops Inspects Observal traces, sessions, rankings, feedback, telemetry health, logs, and Agent insight reports. | Observal/ | 4.1k | — | ~654 | Automated safety check: Pass | Apache-2.0 | today |
| 44 | A skill your agent uses when you need to write and execute Python/R code to process, transform, and analyze data, delivering reproducible computational results with complete code-level methodology… | openJiuwen-ai/ | 148 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 45 | 45.Add Parser Add, fix, or debug a Django standings parser in src/ranking/management/modules/, including Statistic.getstandings, leaderboard scraping, and offline regression fixtures. | aropan/ | 439 | — | ~812 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 46 | Publishes and promotes a finished intelligent textbook - GitHub README with badges and site statistics, LinkedIn announcement posts, LinkedIn carousel document posts (PPTX/PDF slideshows), and… | dmccreary/ | 105 | — | ~1.3k | Automated safety check: Pass | CC-BY-NC-4.0 | 2 days ago |
| 47 | 47.Insights Show session analytics, learning patterns, correction trends, heatmaps, and productivity metrics. | rohitg00/ | 2.9k | 1 repo | ~719 | Automated safety check: Pass | No licence | 8 days ago |
| 48 | Verify a CV-CUDA optimization campaign's deterministic definition-of-done and concise versioned MR summary per .agents/guidance/OPTIMIZATIONGUIDELINES.md. | CVCUDA/ | 2.7k | — | ~424 | Automated safety check: Pass | Unknown | 20 days ago |
Questions, answered from the data.
What is the best statistics skill?
Statistical Analysis from spacering-net/codeg ranks first of the 557 statistics skills listed here, with the highest score: its repository has 3.8k GitHub stars, 3 other GitHub owners carry a copy, its SKILL.md loads about 5k tokens and it passes the automated safety check with no findings. Next come Statsmodels and Peer Review.
Which statistics skills are official?
8 of the 557 statistics skills are official, published by the vendor's own GitHub organization: Rota Bench Regression Analysis, JS Perf Investigation, Meridian MMM Model Building, Text Analyzer, Create Skill Test and 3 more.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.