メニュー
Python scripting with uv and PEP 723 inline dependencies. Use when creating standalone Python scripts with automatic dependency management.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Systematic testing of code variations, edge cases, boundary conditions, and alternative implementations. This skill provides methodologies and tools for exhaustive testing including input permutation, code path analysis, mutation testing, and implementation alternatives. Use when ensuring code robustness through comprehensive test coverage or when exploring edge cases and boundary conditions.
Specialized skill for MLX-based LLM fine-tuning on Apple Silicon. This skill should be used when working with LoRA fine-tuning, model conversion from HuggingFace to MLX format, adapter management, hyperparameter tuning, memory optimization, and benchmarking on M1/M2/M3/M4 chips.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
n8n workflow development patterns, testing, validation, and best practices for building composable webhook workflows
Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when the user mentions planning, organizing work, tracking progress, or wants structured output.
| name | python-scripting |
| description | Python scripting with uv and PEP 723 inline dependencies. Use when creating standalone Python scripts with automatic dependency management. |
| author | Joseph OBrien |
| status | unpublished |
| updated | 2025-12-23 |
| version | 1.0.1 |
| tag | skill |
| type | skill |
Creates self-contained Python scripts using uv and PEP 723 inline script metadata.
references/UV_SCRIPT.template.py - Python script template with PEP 723 metadata#!/usr/bin/env -S uv run --script
# /// script
# requires-python = ">=3.12"
# dependencies = [
# "requests",
# "rich",
# ]
# ///
uv run script.py [args]
Dependencies install automatically on first run.
exclude-newer for reproducibility