Agent Skills › A-EVO-Lab/a-evolve › python-packages

python-packages

GitHub

提供SkillBench容器中Python包的安装指南，涵盖数据分析、科学计算、文件格式及Web库的常用安装命令与依赖处理。

seed_workspaces/skillbench/skills/python-packages/SKILL.md A-EVO-Lab/a-evolve

Trigger Scenarios

需要安装Python第三方库解决Python包依赖缺失或编译问题

Install

npx skills add A-EVO-Lab/a-evolve --skill python-packages -g -y

More Options

Non-standard path

npx skills add https://github.com/A-EVO-Lab/a-evolve/tree/main/seed_workspaces/skillbench/skills/python-packages -g -y

Use without installing

npx skills use A-EVO-Lab/a-evolve@python-packages

指定 Agent (Claude Code)

npx skills add A-EVO-Lab/a-evolve --skill python-packages -a claude-code -g -y

安装 repo 全部 skill

npx skills add A-EVO-Lab/a-evolve --all -g -y

预览 repo 内 skill

npx skills add A-EVO-Lab/a-evolve --list

SKILL.md

Frontmatter

{
    "name": "python-packages",
    "description": "Installing and using common Python packages in SkillBench containers. Covers scientific computing, data analysis, and file format libraries."
}

Python Packages Skill

Installation Pattern

Containers run as root. Always use --break-system-packages:

pip3 install --break-system-packages <package>

Common Packages by Category

Data Analysis

pip3 install --break-system-packages pandas numpy openpyxl xlsxwriter

pandas: DataFrames, CSV/Excel/JSON I/O
numpy: Numerical arrays, linear algebra, statistics
openpyxl: Read/write Excel .xlsx files
xlsxwriter: Write Excel with formatting

Scientific Computing

pip3 install --break-system-packages scipy scikit-learn matplotlib

scipy: Optimization, interpolation, signal processing, statistics
scikit-learn: ML models, preprocessing, metrics
matplotlib: Plotting (use Agg backend: import matplotlib; matplotlib.use('Agg'))

File Formats

pip3 install --break-system-packages python-pptx python-docx Pillow PyPDF2 pyyaml

python-pptx: PowerPoint files
python-docx: Word documents
Pillow: Image processing
PyPDF2 or pypdf: PDF reading
pyyaml: YAML parsing

Web & APIs

pip3 install --break-system-packages requests beautifulsoup4 lxml

Geospatial & Domain-Specific

pip3 install --break-system-packages shapely geopandas  # GIS
pip3 install --break-system-packages obspy              # Seismology
pip3 install --break-system-packages rdkit-pypi          # Chemistry (may need conda)
pip3 install --break-system-packages astropy             # Astronomy

Pre-installed Check

Before installing, check what's available:

pip3 list 2>/dev/null | head -40
python3 -c "import pandas; print(pandas.__version__)" 2>/dev/null

Common Issues

matplotlib backend: Set matplotlib.use('Agg') before importing pyplot
Missing C libraries: apt-get update && apt-get install -y libgdal-dev for geopandas
Compilation: Some packages need gcc: apt-get install -y build-essential
Timeout: Large packages (torch, tensorflow) may timeout — check if pre-installed first