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newsc2newsc2/claude-skills/data-analysis/SKILL.md

data-analysis

Skill0 starsChanged 30 days agoNo licenceView on GitHub

Use this skill for any data analysis task: exploratory analysis, statistical testing, metric design, business analysis, dashboard creation, data storytelling, or analytical deliverables. Triggers include: analyzing datasets, answering business questions with data, building dashboards or visualizations, writing analysis reports/memos, designing KPIs or metrics, A/B test analysis, cohort analysis, funnel analysis, market sizing, forecasting, or any request involving structured analytical thinking. Also use when the user asks to 'look at the data', 'investigate why X changed', 'build a dashboard', 'write up findings', or 'help me think through this analytically'. Do NOT use for pure data engineering (ETL pipelines, schema migrations) or ML model training — those have separate skills.

76 other projects use a version of this.

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Used with

Projects with it also use algorithm-design, review-r 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.
  • lingzhi227Skill

    algorithm-design

    Design algorithms with LaTeX pseudocode and UML diagrams. Generate algorithmic environments, Mermaid class/sequence diagrams, and ensure consistency between pseudocode and implementation. Use when formalizing methods for a paper.

    Also in 5 projects that use this

  • luischanciSkill

    review-r

    Run the R code review protocol on R scripts. Checks code quality, reproducibility, domain correctness, and professional standards. Produces a report without editing files.

    Also in 4 projects that use this

  • zephyrwang6Skill

    deepl

    Übersetzt Texte, Dokumente und XLIFF-Dateien via DeepL API. Verwende für Übersetzungen mit /deepl translate, /deepl file oder /deepl xliff.

    Also in 4 projects that use this

  • zephyrwang6Skill

    imagemagick-conversion

    Convert and manipulate images with ImageMagick. Covers format conversion, resizing, batch processing, quality adjustment, and image transformations. Use when user mentions image conversion, resizing images, ImageMagick, magick command, batch image processing, or thumbnail generation.

    Also in 4 projects that use this

  • lingzhi227Skill

    latex-formatting

    Handle LaTeX formatting, templates, and styling for academic papers. Set up conference templates (ICML, ICLR, NeurIPS, AAAI, ACL), fix formatting issues, manage packages, and ensure venue-specific compliance. Use when the user needs to set up a paper template, fix LaTeX formatting, or prepare for submission.

    Also in 4 projects that use this

  • stophobiaSkill

    surprise-me

    Create a delightful, unexpected "wow" experience for the user by dynamically discovering and creatively combining other enabled skills. Triggers when the user says "surprise me" or any request expressing a desire for an unexpected creative showcase. Also triggers when the user is bored, wants inspiration, or asks for "something interesting".

    Also in 4 projects that use this

  • +3 more from zephyrwang6
  • +2 more from lingzhi227

The file

We split this skill into the rules it gives an agent

6 rules. 0 are common, 6 are distinctive, and 0 are very specific to this project.

  • 0

    Common

    Most of the 53 edited versions we read keep these.

  • 6

    Distinctive

    This author's own choices. Worth a look.

  • 0

    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 53 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.

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