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Python Packages

Organization
A-EVO-Lab
python-packages

Installing and using common Python packages in SkillBench containers. Covers scientific computing, data analysis, and file format libraries.

Overview

PublisherA-EVO-Lab
Repositorya-evolve
Skill namepython-packages
Stars
811
Forks
95
Bundled files
Instructions only
Links
Skill sourceRepository
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by A-EVO-Lab on GitHub. Read the source before you install it.

Installation

Install the Python Packages AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/A-EVO-Lab/a-evolve/tree/main/seed_workspaces/skillbench/skills/python-packages
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/A-EVO-Lab/a-evolve.git /tmp/a-evolve
mkdir -p .claude/skills
cp -r /tmp/a-evolve/seed_workspaces/skillbench/skills/python-packages .claude/skills/python-packages
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Python Packages in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Python Packages on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Python Packages is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Python Packages Skill

Installation Pattern

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

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

Common Packages by Category

Data Analysis

bash
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

bash
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

bash
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

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

Geospatial & Domain-Specific

bash
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:

bash
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

Frequently asked questions

What does the Python Packages AI skill do?

Installing and using common Python packages in SkillBench containers. Covers scientific computing, data analysis, and file format libraries.

Why use Python Packages on TypingMind?

Because you install it once and use it with any model. Python Packages is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Python Packages in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/A-EVO-Lab/a-evolve/tree/main/seed_workspaces/skillbench/skills/python-packages. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Python Packages?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Python Packages?

As many as you like. As long as a model supports skills, you can use Python Packages with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Python Packages AI skill free?

It is published on GitHub by A-EVO-Lab. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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