Topic · Data & Analytics

Best statistics skills for Claude Code, Codex and other agents.

Skills that choose and run statistical tests, regressions and Bayesian models.
skills
557
official
8

Statistics skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Statistics skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting.

spacering-net/codeg3.8k3 repos~5kAutomated safety check: PassMITtoday
2

Statistical models library for Python. An agent skill from zLanqing/codex-claude-academic-skills.

zLanqing/codex-claude-academic-skills4.6k16 repos~4.9kAutomated safety check: PassBSD-3-Clause4 mo ago
3

Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.

K-Dense-AI/claude-scientific-writer2.4k2 repos~3.1kAutomated safety check: NotesMIT7 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/ai-daily-digest1.6k—~1.3kAutomated safety check: PassNo licence7 mo ago
5

Guidelines for Ascend NPU kernel / Triton-Ascend backend performance work in the FLA repo.

fla-org/flash-linear-attention5.8k—~5.6kAutomated safety check: PassMITyesterday
6

Sample-size and statistical power calculations for planning studies.

spacering-net/codeg3.8k1 repo~3.6kAutomated safety check: NotesMITtoday
7

Audits or rewrites the statistical reporting in a manuscript: experimental units, replication, tests, uncertainty and figure legends, without inventing missing details.

Yuan1z0825/nature-skills46k2 repos~2.1kAutomated safety check: PassApache-2.0today
8

Real-time agent conversation monitoring - monitors Higress access logs, aggregates conversations by session, tracks token usage.

higress-group/higress9.5k—~3.3kAutomated safety check: PassApache-2.02 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/renodx4.4k—~1.1kAutomated safety check: PassMITtoday
10

A skill your agent uses to analyze an existing PostgreSQL database and identify which tables should be converted to Timescale/TimescaleDB hypertables.

timescale/pg-aiguide1.9k1 repo~2.6kAutomated safety check: PassApache-2.05 days ago
11

Prepare, validate, submit, resume, or publish a CRAN release for this R package.

IndrajeetPatil/ggstatsplot2.2k—~1.1kAutomated safety check: PassUnknown4 days ago
12

Covers portfolio risk measurement with VaR, CVaR, Sharpe, Sortino and drawdown, plus guidance on limits, stress tests and tail risk.

wshobson/agents40k12 repos~502Automated safety check: PassMIT2 days ago
13

Explore an existing PostgreSQL database before answering questions about its data or writing SQL.

timescale/pg-aiguide1.9k—~1.1kAutomated safety check: PassApache-2.05 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/sciwrite850—~2.4kAutomated safety check: PassCC-BY-4.02 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/Oleafly2053 repos~3.5kAutomated safety check: NotesMITtoday
16

Control Tuya smart home devices via natural language. An agent skill from tuya/tuya-openclaw-skills.

tuya/tuya-openclaw-skills479—~5.2kAutomated safety check: PassMITtoday
17

Deterministic mathematical computation using SymPy. An agent skill from ananddtyagi/cc-marketplace.

ananddtyagi/cc-marketplace6872 repos~1.3kAutomated safety check: PassNo licence8 mo ago
18

Experiment executor and monitor for academic research. An agent skill from Imbad0202/experiment-agent.

Imbad0202/experiment-agent199—~3.1kAutomated safety check: PassCC-BY-NC-4.012 days ago
19

Kalshi prediction markets — events, series, markets, trades, and candlestick data.

machina-sports/sports-skills2421 repo~1.9kAutomated safety check: PassMITyesterday
20

Analyze recent GraalPy benchmark regressions on master as part of the weekly rota.

oracle/graalpython1.7k—~1.6kAutomated safety check: PassUnknownyesterday
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/indonesia-gov-apis172—~997Automated safety check: PassMITyesterday
22

Show vault statistics and knowledge graph metrics. An agent skill from agenticnotetaking/arscontexta.

agenticnotetaking/arscontexta3.5k1 repo~3.1kAutomated safety check: NotesMIT7 mo ago
23

学术审查 / research-integrity screening of a manuscript's figures and reported numbers.

xuzhougeng/wisp-science1k—~2.6kAutomated safety check: PassAGPL-3.0today
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/bagel148—~1.5kAutomated safety check: PassMITtoday
25

MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing.

zLanqing/codex-claude-academic-skills4.6k9 repos~2.3kAutomated safety check: NotesGPL-3.04 mo ago
26

Fetch a region of cis-eQTL summary statistics from EBI eQTL Catalogue v7+ via tabix-on-FTP.

ClawBio/ClawBio1.2k1 repo~4.3kAutomated safety check: PassMITyesterday
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/math-modeling-skills416—~2.1kAutomated safety check: PassMIT2 mo ago
28

Review and revise academic papers with a senior-reviewer workflow.

M1n-n9/paper-lifecycle687—~2.3kAutomated safety check: PassNo licence3 mo ago
29

Structured performance opportunity investigation for SpiderMonkey (the Firefox JavaScript engine).

SAP/project-foxhound1801 repo~4.1kAutomated safety check: PassGPL-3.0yesterday
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/prompt-engineering127—~2.6kAutomated safety check: PassNo licence22 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/meridian1.6k—~2.5kAutomated safety check: PassApache-2.0today
32

Fetch a region of GWAS summary statistics from the NHGRI-EBI GWAS Catalog harmonised collection via tabix-on-FTP.

ClawBio/ClawBio1.2k1 repo~3.5kAutomated safety check: PassMITyesterday
33

Analyze codebase with tokei (fast line counts by language) and difft (semantic AST-aware diffs).

aiskillstore/marketplace4302 repos~697Automated safety check: NotesMITtoday
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/agent-research-skills383—~886Automated safety check: PassNo licence7 mo ago
35

Show the learner's language learning progress, statistics, mastery levels, streak, and achievements.

m98/fluent420—~1.5kAutomated safety check: NotesMIT3 mo ago
36

Define extraction schema, extract study data from full texts, and store it in a structured database for meta-analysis.

htlin222/meta-pipe134—~1.6kAutomated safety check: PassUnknown14 days ago
37

Attach to and drive the running Joulescope UI via its --tcp-server remote-control interface.

jetperch/pyjoulescope_ui111—~1.7kAutomated safety check: PassApache-2.021 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/MedgeClaw6171 repo~1.3kAutomated safety check: PassNo licence6 mo ago
39

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/sports-skills242—~2.2kAutomated safety check: PassMITyesterday
40

A skill your agent uses when you need to measure per-phase memory allocation statistics to investigate memory usage.

coreos/chunkah148—~526Automated safety check: PassApache-2.0yesterday
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/pm-skills27k—~893Automated safety check: PassMIT22 days ago
42

Reviews, curates, and maintains the Forge library of agents, skills, and templates.

jdforsythe/forge151—~5.1kAutomated safety check: PassMIT3 mo ago
43

Inspects Observal traces, sessions, rankings, feedback, telemetry health, logs, and Agent insight reports.

Observal/Observal4.1k—~654Automated safety check: PassApache-2.0today
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/sciencediscovery148—~2.8kAutomated safety check: PassApache-2.05 days ago
45

Add, fix, or debug a Django standings parser in src/ranking/management/modules/, including Statistic.getstandings, leaderboard scraping, and offline regression fixtures.

aropan/clist439—~812Automated safety check: PassApache-2.02 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/ibook-skills105—~1.3kAutomated safety check: PassCC-BY-NC-4.02 days ago
47

Show session analytics, learning patterns, correction trends, heatmaps, and productivity metrics.

rohitg00/pro-workflow2.9k1 repo~719Automated safety check: PassNo licence8 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/CV-CUDA2.7k—~424Automated safety check: PassUnknown20 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.