#18 · Primary category: Prompt Engineering Tools

SuperPrompt

ai ml prompt-engineering prompts prompts-template

SuperPrompt is an attempt to engineer prompts that might help us understand AI agents.

Project last updated:04/26/26

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Why we included this project

This is one long system prompt meant to be dropped into a model's custom instructions, Claude first, though it also works with other LLMs. The README does not sell it as magic; it walks through the XML-style tags and metadata that push the model into more exploratory reasoning, including some ideas the author admits can veer into hallucinations. Anyone doing prompt engineering, or a small team trying to get less predictable output from their models, will find it a useful reference for how much structure a text file can impose on a conversation. There is no runtime or library to install, just the prompt itself, so the real work is copying it, adapting it, and testing it against your own use cases. It is best treated as a starting point and a study object, not a finished tool.

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