Automating Standalone Python Scripts with UV & Claude Projects

In this video, we dive into the fascinating world of building Python tools using cloud projects with the custom instruction feature. Inspired by the genius Simon Willison, we explore how to cook up a one-shot prompt that can whip up a standalone Python script for us. We first unravel the mystery around cloud projects and the UV packaging tool, then set about creating a project with the custom instruction to generate Python scripts with inline metadata for UV. We put this to the test by developing a script that merges audio and transcribes from video files, and another that creates a grid visualization of images, all done seamlessly using a standardized approach. Join us on this coding adventure as we streamline our Python tool development. 📚 Chapters: 00:00 - Introduction to the Channel 00:03 - Exploring Cloud Projects and Custom Instructions 00:19 - Inspiration from Simon Willison 00:39 - Overview of Cloud and UV Projects 01:11 - Understanding UV: A Python Packaging Tool 02:00 - Importance of Simplifying Python Script Development 03:27 - Addressing Dependency Issues 04:00 - Implementing Simon Willison’s Approach 05:08 - Creating a New Project in Cloud 06:31 - Setting Up Project Instructions 08:18 - Example Script with Real-World Problem 09:03 - Writing a Python Script with Claude 10:48 - Testing the Python Script Creation 13:02 - Resolving Dependency Version Issues 15:02 - Success in Script Execution 16:00 - Second Example: Visualizing Images 17:06 - Reflection on Specifying Dependencies 17:58 - Creating Visualizations with New Script 19:31 - Final Thoughts and Encouragement to Read Simon’s Article 20:13 - Conclusion and Call to Action 🔗 Links: - Introduction to Prompt Engineering Course: https://automatalearninglab.thinkific.com/courses/prompt-engineering-basics - Subscribe!: https://www.youtube.com/channel/UCu8WF59Scx9f3H1N_FgZUwQ - Tiktok: https://www.tiktok.com/@enkrateialucca?lang=en - Twitter: https://twitter.com/Lu