Pretty Good Prompts

Pretty Good Prompts by JGamblin organises AI coding prompts by areas such as frontend work, databases, Python and infrastructure. Each area has an index that routes a task to a relevant template. Entries follow a documented format covering purpose, suitable use and scope, helping readers assess a prompt before using it. The repository also contains helper Skills for Codex and Claude; this listing covers the prompt collection as a whole.

Who it's for:Developers with a concrete task who want a template for framing requirements and checking results. It is not useful for readers who do not work with code.

Before you start: Prompts are publicly readable in English. You choose the AI assistant and pay any applicable service charges. The repository uses GPL-3.0, while redistribution scope for the prompt content has not been separately confirmed; this listing links to the original rather than republishing the collection. Code, logs and configuration can contain secrets, so we do not recommend sending unredacted project material to an external model. The author does not accept pull requests; extensions require maintaining your own fork.

Based on the project's public documentation. Not tested by AI Inspiration World.