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Updated 1d ago

by saineshnakra

automated-data-analyst

The math arm for LLMs: compute and check numbers from CSV and Excel data with pandas, SciPy and statsmodels, each with its calculation. Tool calling for Claude, Codex and local models (Ollama, vLLM, llama.cpp, LM Studio), Kaggle-style AutoML with --explain, and paper tables and figures.

  • Active — Updated in the last 14 days
Works with
  • Claude
  • Codex
View on GitHub (opens in a new tab)

35 GitHub stars (35)

+4 in 12 days

Stars gained per day · daily snapshots since Oct 24
Stars gained per day, Oct 24 to Nov 5: +4 in total; the busiest day was Oct 26 with +2 stars.Oct 25: +1 starsOct 26: +2 starsOct 27: 0 starsOct 28: 0 starsOct 29: 0 starsOct 30: 0 starsOct 31: 0 starsNov 1: 0 starsNov 2: 0 starsNov 3: 0 starsNov 4: 0 starsNov 5: +1 stars
Stars gained between daily snapshots
PeriodNew stars
Oct 25+1
Oct 26+2
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Nov 10
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Nov 5+1
  • 1 skill (1 skills found in its SKILL.md files)
  • 14 forks (14 forks)
  • 1d ago last update (Last updated 1d ago)

Install

Skills CLI

npx skills add saineshnakra/automated-data-analyst

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/saineshnakra/automated-data-analystcp -r "automated-data-analyst/ada/skills/ada" ~/.claude/skills/

Copies the ada skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add saineshnakra/automated-data-analyst

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • ada

    Analyze a CSV or Excel table with ADA (the automated-data-analyst Python package), which computes every number in pandas, SciPy and statsmodels and prints the calculation behind it, or refuses with a reason instead of guessing. Use when someone wants to know what is in a data file, check its quality, compare groups (t-test, ANOVA, mixed model), test a relationship or a trend, or make a paper's Ta…

    ada/skills/ada/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.