Does this skill handle Python library installations?

Windmill installs libraries automatically. This skill ensures your scripts focus on logic and imports without including unnecessary pip installation commands.

How are credentials and secrets handled in the generated scripts?

The skill uses Windmill Resource Types. It defines them as lowercase TypedDicts before the main function, allowing the platform to securely inject credentials at runtime.

Can I use this for S3 file operations?

Yes, the skill is pre-configured with patterns for the wmill SDK to load, read, and write files to S3-compatible storage within the Windmill ecosystem.

What is the mandatory script structure for Windmill?

Scripts must contain a 'main' function (or 'preprocessor' for specific triggers) and must not explicitly call that function, as the Windmill worker handles execution.

How do I deploy scripts created with this skill?

After Claude generates the script, you use 'wmill script generate-metadata' to create configuration files and 'wmill sync push' to deploy to your instance.

Windmill Python Script Writer

Name: Windmill Python Script Writer
Author: windmill-labs

bywindmill-labs

0•

Cloud Infrastructure

Automates the creation of production-ready Python 3 scripts specifically formatted for the Windmill orchestration platform.

This skill provides Claude with the specialized knowledge required to write, configure, and deploy Python scripts on the Windmill platform. It enforces essential platform-specific patterns such as the mandatory main function structure, automatic dependency handling, and the use of lowercase TypedDict definitions for resource management. By integrating the wmill SDK patterns, it enables Claude to correctly implement S3 operations, job scheduling, and state management, ensuring that generated scripts are immediately compatible with Windmill runtimes and CLI deployment workflows.

Key Features

01Automates resource type definitions using lowercase TypedDict patterns

02Supports preprocessor script patterns for event-driven flows

030 GitHub stars

04Enforces mandatory Windmill main function structure and parameter typing

05Provides standard CLI commands for metadata generation and deployment

06Integrates wmill SDK methods for S3 operations and platform interactions

Use Cases

01Creating secure scripts that interact with databases using Windmill resources

02Building automated backend workflows and data pipelines on Windmill

03Developing custom preprocessors for webhooks and cloud events

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add windmill-labs/windmill-claude-plugin write-script-python3

For use in Claude.ai and ChatGPT

Download Skill