Skill · em Dados, IA e pesquisa

exploratory-data-analysis

Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown…

Procedência

Antes de instalar

9 arquivos · 146,2 KB · inclui 1 script que executa: scripts/eda_analyzer.py

Instalar na sua CLI

O comando baixa a versão fixada (commit 57f899e) direto da origem, para a pasta que a CLI lê. Precisa de curl (macOS e Linux); no Windows não há comando, porque o Rook Labs é para macOS.

Claude Code

Neste projeto: instala em .claude/skills/exploratory-data-analysis/.

d=".claude/skills/exploratory-data-analysis"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/exploratory-data-analysis"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/assets/report_template.md" "$u/assets/report_template.md" \
  -o "$d/references/bioinformatics_genomics_formats.md" "$u/references/bioinformatics_genomics_formats.md" \
  -o "$d/references/chemistry_molecular_formats.md" "$u/references/chemistry_molecular_formats.md" \
  -o "$d/references/general_scientific_formats.md" "$u/references/general_scientific_formats.md" \
  -o "$d/references/microscopy_imaging_formats.md" "$u/references/microscopy_imaging_formats.md" \
  -o "$d/references/proteomics_metabolomics_formats.md" "$u/references/proteomics_metabolomics_formats.md" \
  -o "$d/references/spectroscopy_analytical_formats.md" "$u/references/spectroscopy_analytical_formats.md" \
  -o "$d/scripts/eda_analyzer.py" "$u/scripts/eda_analyzer.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.claude/skills/exploratory-data-analysis/.

d="$HOME/.claude/skills/exploratory-data-analysis"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/exploratory-data-analysis"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/assets/report_template.md" "$u/assets/report_template.md" \
  -o "$d/references/bioinformatics_genomics_formats.md" "$u/references/bioinformatics_genomics_formats.md" \
  -o "$d/references/chemistry_molecular_formats.md" "$u/references/chemistry_molecular_formats.md" \
  -o "$d/references/general_scientific_formats.md" "$u/references/general_scientific_formats.md" \
  -o "$d/references/microscopy_imaging_formats.md" "$u/references/microscopy_imaging_formats.md" \
  -o "$d/references/proteomics_metabolomics_formats.md" "$u/references/proteomics_metabolomics_formats.md" \
  -o "$d/references/spectroscopy_analytical_formats.md" "$u/references/spectroscopy_analytical_formats.md" \
  -o "$d/scripts/eda_analyzer.py" "$u/scripts/eda_analyzer.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Codex

Neste projeto: instala em .agents/skills/exploratory-data-analysis/.

d=".agents/skills/exploratory-data-analysis"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/exploratory-data-analysis"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/assets/report_template.md" "$u/assets/report_template.md" \
  -o "$d/references/bioinformatics_genomics_formats.md" "$u/references/bioinformatics_genomics_formats.md" \
  -o "$d/references/chemistry_molecular_formats.md" "$u/references/chemistry_molecular_formats.md" \
  -o "$d/references/general_scientific_formats.md" "$u/references/general_scientific_formats.md" \
  -o "$d/references/microscopy_imaging_formats.md" "$u/references/microscopy_imaging_formats.md" \
  -o "$d/references/proteomics_metabolomics_formats.md" "$u/references/proteomics_metabolomics_formats.md" \
  -o "$d/references/spectroscopy_analytical_formats.md" "$u/references/spectroscopy_analytical_formats.md" \
  -o "$d/scripts/eda_analyzer.py" "$u/scripts/eda_analyzer.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.agents/skills/exploratory-data-analysis/.

d="$HOME/.agents/skills/exploratory-data-analysis"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/exploratory-data-analysis"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/assets/report_template.md" "$u/assets/report_template.md" \
  -o "$d/references/bioinformatics_genomics_formats.md" "$u/references/bioinformatics_genomics_formats.md" \
  -o "$d/references/chemistry_molecular_formats.md" "$u/references/chemistry_molecular_formats.md" \
  -o "$d/references/general_scientific_formats.md" "$u/references/general_scientific_formats.md" \
  -o "$d/references/microscopy_imaging_formats.md" "$u/references/microscopy_imaging_formats.md" \
  -o "$d/references/proteomics_metabolomics_formats.md" "$u/references/proteomics_metabolomics_formats.md" \
  -o "$d/references/spectroscopy_analytical_formats.md" "$u/references/spectroscopy_analytical_formats.md" \
  -o "$d/scripts/eda_analyzer.py" "$u/scripts/eda_analyzer.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Antigravity

Neste projeto: instala em .agents/skills/exploratory-data-analysis/.

d=".agents/skills/exploratory-data-analysis"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/exploratory-data-analysis"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/assets/report_template.md" "$u/assets/report_template.md" \
  -o "$d/references/bioinformatics_genomics_formats.md" "$u/references/bioinformatics_genomics_formats.md" \
  -o "$d/references/chemistry_molecular_formats.md" "$u/references/chemistry_molecular_formats.md" \
  -o "$d/references/general_scientific_formats.md" "$u/references/general_scientific_formats.md" \
  -o "$d/references/microscopy_imaging_formats.md" "$u/references/microscopy_imaging_formats.md" \
  -o "$d/references/proteomics_metabolomics_formats.md" "$u/references/proteomics_metabolomics_formats.md" \
  -o "$d/references/spectroscopy_analytical_formats.md" "$u/references/spectroscopy_analytical_formats.md" \
  -o "$d/scripts/eda_analyzer.py" "$u/scripts/eda_analyzer.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.gemini/antigravity-cli/skills/exploratory-data-analysis/.

d="$HOME/.gemini/antigravity-cli/skills/exploratory-data-analysis"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/exploratory-data-analysis"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/assets/report_template.md" "$u/assets/report_template.md" \
  -o "$d/references/bioinformatics_genomics_formats.md" "$u/references/bioinformatics_genomics_formats.md" \
  -o "$d/references/chemistry_molecular_formats.md" "$u/references/chemistry_molecular_formats.md" \
  -o "$d/references/general_scientific_formats.md" "$u/references/general_scientific_formats.md" \
  -o "$d/references/microscopy_imaging_formats.md" "$u/references/microscopy_imaging_formats.md" \
  -o "$d/references/proteomics_metabolomics_formats.md" "$u/references/proteomics_metabolomics_formats.md" \
  -o "$d/references/spectroscopy_analytical_formats.md" "$u/references/spectroscopy_analytical_formats.md" \
  -o "$d/scripts/eda_analyzer.py" "$u/scripts/eda_analyzer.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Peça ao Rook

Já usa o Rook Labs? Cole no chat do Rook: instale a skill https://rooklabs.sh/marketplace/cct.exploratory-data-analysis

Prévia do SKILL.md

---
name: exploratory-data-analysis
description: Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports wi…
---

# Exploratory Data Analysis

## Overview

Perform comprehensive exploratory data analysis (EDA) on scientific data files across multiple domains. This skill provides automated file type detection, format-specific analysis, data quality assessment, and generates detailed markdown reports suitable for documentation and downstream analysis planning.

**Key Capabilities:**
- Automatic detection and analysis of 200+ scientific file formats
- Comprehensive format-specific metadata extraction
- Data quality and integrity assessment
- Statistical summaries and distributions
- Visualization recommendations
- Downstream analysis suggestions
- Markdown report generation

## When to Use This Skill

Use this skill when:
- User provides a path to a scientific data file for analysis
- User asks to "explore", "analyze", or "summarize" a data file
- User wants to understand the structure and content of scientific data
- User needs a comprehensive report of a dataset before analysis
- User wants to assess data quality or completeness
- User asks what type of analysis is appropriate for a file

## Supported File Categories

The skill has comprehensive coverage of scientific file formats organized into six major categories:

### 1. Chemistry and Molecular Formats (60+ extensions)
Structure files, computational chemistry outputs, molecular dynamics trajectories, and chemical databases.

**File types include:** `.pdb`, `.cif`, `.mol`, `.mol2`, `.sdf`, `.xyz`, `.smi`, `.gro`, `.log`, `.fchk`, `.cube`, `.dcd`, `.xtc`, `.trr`, `.prmtop`, `.psf`, and more.

**Reference file:** `references/chemistry_molecular_formats.md`
…

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