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scientific-eda

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Defensive, guide-driven EDA for scientific data

Data & Analytics#journal#eda#uv-run#scientific-data#exploratory-analysis#webp-plots#script-metadata
Authorericmjl
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Defensive, human-led exploratory data analysis for scientific data. The agent does not open files and dump code; it captures problem context first, helps narrow to a single first step, takes instruction from the user, and asks "why?" before executing when the user requests a specific plot or table.

Core Features & Use Cases

  • Context-first problem capture before touching data.
  • Single first step guidance to narrow to one plot or summary.
  • Human-guided execution with prompts for clarification before actions.
  • Session-based analysis with a dedicated analysis/ folder, journal.md, plots/, and scripts/.
  • WebP plots for compact visualizations; uv-run with PEP723 scripts.

Quick Start

Describe your scientific question and data to start a guided analysis session.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: scientific-eda
Download link: https://github.com/ericmjl/skills/archive/main.zip#scientific-eda

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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