statistical-analysis
Skill19 starsChanged 10 months agoNo licenceView on GitHub
Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA reporting, for academic research.
We split this skill into the rules it gives an agent
18 rules. 0 are common, 15 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 33 edited versions we read keep these.
15
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 33 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Other versions41 projects use a version of this.
Word for word · 2
- johnson7788/collect_skills★ 1100% same
- davidanthonyn/claude-skills★ 0100% same
Edited · 22
- Norman-bury/research-writing-skill★ 3.4k16% same
- Norman-bury/articlewriting-skill★ 3.4k16% same
- wu-yc/LabClaw★ 1.1k96% same
- LeonChaoX/qinyan-academic-skills★ 91098% same
- qinyan-ai/qinyan-academic-skills★ 8098% same
- Barrios88/barrios-skills★ 6396% same
- Chanw-research/claude-code-paper-writing★ 4298% same
- rmusser01/tldw-stuff★ 237% same
- AngelCampa1/decision-making-skills★ 137% same
- Big-LAORE/Biblioth-que-de-skills★ 128% same
12 more not listed
Wrote their own version · 17
- anthropics/knowledge-work-plugins★ 34ksame name
- jaechang-hits/SciAgent-Skills★ 383same name
- TashanGKD/tashan-research-skills★ 19same name
- TerryFYL/claude-statistical-analysis-skill★ 15same name
- Giro03k/claude-statistical-analysis-skill★ 5same name
- JunMA98/Computer-science-claude-skills★ 3same name
- Harrypatria/data-mining-ml★ 2same name
- miptah21/skills★ 2same name
- garri333/Skills★ 1same name
- Hollis36/claude-skill★ 1same name
7 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use brainstorming-research, evidence-driven-writing and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
Norman-burySkillbrainstorming-research
Use before writing any paper - clarifies paper type, discipline, topic, methodology, and chapter structure through natural dialogue
Also in 3 projects that use this
- Norman-burySkill
evidence-driven-writing
Use when writing or revising Introduction, Related Work, background, literature synthesis, or any section where references must drive claims
Also in 3 projects that use this
- +10 more from Norman-bury
In this repository19 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- ai-searchSkill
- citation-managementSkill
- docxSkill
- exploratory-data-analysisSkill
- literature-reviewSkill
- mcp-builderSkill
- obsidian-markdownSkill
- PDF Processing ProSkill
- perplexity-academicSkill
- perplexity-searchSkill
- plotlySkill
- scientific-brainstormingSkill
- scientific-critical-thinkingSkill
- scientific-slidesSkill
- scientific-writingSkill
- seabornSkill
- venue-templatesSkill
- xlsxSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.