pandas-pro
Performs pandas DataFrame operations for data analysis, manipulation, and transformation. Use when working with pandas DataFrames, data cleaning, aggregation, merging, or time series analysis. Invoke for data manipulation tasks such as joining DataFrames on multiple keys, pivoting tables, resampling time series, handling NaN values with interpolation or forward-fill, groupby aggregations, type conversion, or performance optimization of large datasets.
Before you install
- Last update
- Files in folder
- 6
- Scripts
- No script files found
- SKILL.md size
- 6.0 KB (about 1,544 tokens of context each time it loads)
- License
- MIT
- Source on GitHub
- Jeffallan/claude-skills
Skills are plain text instructions the agent follows, sometimes with scripts. Check the source, prefer repositories with many installs and stars, and read any script it ships.
Install
npx skills add Jeffallan/claude-skills@pandas-proRuns in a terminal with Node.js 18 or newer. Add -y to skip the prompts and -g to install for every project instead of this one.
Install for your agent
npx skills add Jeffallan/claude-skills@pandas-pro --agent claude-code -y- Project install writes to
.claude/skills/pandas-pro- Global install writes to
~/.claude/skills/pandas-pro
Start a new session afterwards so the agent picks the skill up. In Claude Code you can also call it directly with /pandas-pro.
What it does
Pandas Pro Expert pandas developer specializing in efficient data manipulation, analysis, and transformation workflows with production-grade performance patterns. Core Workflow 1. Assess data structure — Examine dtypes, memory usage, missing values, data quality: 2. Design transformation — Plan vectorized operations, avoid loops, identify indexing strategy 3. Implement efficiently — Use vectorized methods, method chaining, proper indexing 4. Validate results — Check dtypes, shapes, null counts, and row counts: 5. Optimize — Profile memory, apply categorical types, use chunking if needed…
Excerpt from the skill's own SKILL.md. Read the full file on GitHub before installing: skills run with your agent's permissions.
Categories
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