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数据与研究 · SKILL.md

xan

xan

【数据与研究】High-performance CSV processing with xan CLI for large tabular datasets, streaming transformations, and low-memory pipelines.

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技能说明

GitHub

name: xan description: High-performance CSV processing with xan CLI for large tabular datasets, streaming transformations, and low-memory pipelines.

xan

Use this skill when tabular work involves large CSV-like files and shell-oriented data pipelines.

When to Use

  • CSV/TSV files are large (size or rows) and Python/pandas style processing is too heavy.
  • You need fast CLI operations such as filter, sort, dedup, groupby, frequency, join.
  • You want low-memory streaming workflows in terminal pipelines.

Boundaries

  • Not for workbook semantics (.xlsx formula/layout preservation) — use xlsx or excel-analysis.
  • Not for ML model training pipelines — use data-ml skills.
  • This skill is a thin CLI wrapper; it does not implement custom parsing logic itself.

Script

  • Path: scripts/xan.ps1

Examples

powershell -ExecutionPolicy Bypass -File "$env:USERPROFILE\.codex\skills\xan\scripts\xan.ps1" count data.csv
powershell -ExecutionPolicy Bypass -File "$env:USERPROFILE\.codex\skills\xan\scripts\xan.ps1" filter "score > 0.8" data.csv
powershell -ExecutionPolicy Bypass -File "$env:USERPROFILE\.codex\skills\xan\scripts\xan.ps1" groupby category "sum(amount) as total" sales.csv
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