python

python is a skill for Claude Code from alinaqi/maggy. It costs 18 tokens per session (1,185 once invoked), scanned A, original, MIT.

A Python development guide covering project structure, type hints, code checks, and testing with pytest. TDD means writing tests before the implementation.

In plain words
What is it for?
It helps structure Python applications, add type-safe functions, write unit tests, and run automated checks in CI.
Why use it?
It gives Python projects consistent rules for catching type errors, style problems, and regressions during development.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter. Also seen: mentions CLAUDE.md.

Good fit It helps structure Python applications, add type-safe functions, write unit tests, and run automated checks in CI.

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Install with agentmods
npx agentmods add skills/alinaqi/maggy/python
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add alinaqi/maggy --skill python
Clone the repo
git clone --depth 1 https://github.com/alinaqi/maggy

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for python

README.md
[![agentmods](https://agentmods.dev/badge/skills/alinaqi/maggy/python/github.svg)](https://agentmods.dev/skills/alinaqi/maggy/python)
Your own site
<a href="https://agentmods.dev/skills/alinaqi/maggy/python"><img src="https://agentmods.dev/badge/skills/alinaqi/maggy/python/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for python

Your own site · 80×15
<a href="https://agentmods.dev/skills/alinaqi/maggy/python"><img src="https://agentmods.dev/badge/skills/alinaqi/maggy/python.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 18 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,185 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00018 $0.01185
Opus 5.5 $0.00007 $0.00474
Sonnet 5.5 $0.00004 $0.00237
Haiku 4.5 $0.00002 $0.00119

Measured 1mo ago against content hash 8a8ee840718a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

python scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

return database.fetch(user_id)
skills/python/SKILL.md · 223 lines

How it starts

The opening of the file, as written. The whole thing — 223 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Python Skill


Type Hints

  • Use type hints on all function signatures
  • Use typing module for complex types
  • Run mypy --strict in CI
def process_user(user_id: int, options: dict[str, Any] | None = None) -> User:
    ...

Project Structure

project/
├── src/
│   └── package_name/
│       ├── __init__.py
│       ├── core/           # Pure business logic
│       │   ├── __init__.py
│       │   ├── models.py   # Pydantic models / dataclasses
│       │   └── services.py # Pure functions
│       ├── infra/          # Side effects
│       │   ├── __init__.py
│       │   ├── api.py      # FastAPI routes
│       │   └── db.py       # Database operations
│       └── utils/          # Shared utilities
├── tests/
│   ├── unit/
│   └── integration/
├── pyproject.toml
└── CLAUDE.md

Tooling (Required)

# pyproject.toml
[tool.ruff]
line-length = 100
select = ["E", "F", "I", "N", "W", "UP"]

[tool.mypy]
strict = true

[tool.pytest.ini_options]
testpaths = ["tests"]
addopts = "--cov=src --cov-report=term-missing --cov-fail-under=80"

Testing with Pytest

# tests/unit/test_services.py
import pytest
from package_name.core.services import calculate_total

class TestCalculateTotal:
    def test_returns_sum_of_items(self):
        # Arrange
        items = [{"price": 10}, {"price": 20}]
        
        # Act
        result = calculate_total(items)
        
        # Assert
        assert result == 30

    def test_returns_zero_for_empty_list(self):
        assert calculate_total([]) == 0

    def test_raises_on_invalid_item(self):
        with pytest.raises(ValueError):
            calculate_total([{"invalid": "item"}])

GitHub Actions

name: Python Quality Gate

on: [push, pull_request]

jobs:
  quality:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      
      - name: Setup Python
        uses: actions/setup-python@v5
        with:
          python-version: '3.12'
          
      - name: Install dependencies
        run: |
          pip install -e ".[dev]"
          
      - name: Lint (Ruff)
        run: ruff check .
        
      - name: Format Check (Ruff)
        run: ruff format --check .
        
      - name: Type Check (mypy)
        run: mypy src/
        
      - name: Test with Coverage
        run: pytest

Read the full file on GitHub · 223 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 223 lines · 18 tokens per session scan A 8a8ee840718a

Subscribe to this mod's changes

python is a skill published in the GitHub repository alinaqi/maggy (709 stars, last pushed 6d ago), licensed MIT. It adds 18 tokens to every session and 1,185 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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