---
title: "Discussion on \"Free Your LLM to Pursue Goals, Not Follow Rules\" | Hashnode"
description: "Discussion on \"Free Your LLM to Pursue Goals, Not Follow Rules\". How to choreograph LLM behavior with schema-shot prompts"
url: "https://hashnode.com/posts/schema-shot-prompting-guide/6a1c9fbaf7a2eb87f53a8b6d"
---

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# [Free Your LLM to Pursue Goals, Not Follow Rules](https://blog.ag3-design.com/schema-shot-prompting-guide?utm_source=hashnode&utm_medium=feed)

How to choreograph LLM behavior with schema-shot prompts

May 31 · 11 min read · blog.ag3-design.com  
Updated Jun 4  
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-   [#promptengineering](https://hashnode.com/tag/promptengineering)
-   [#design](https://hashnode.com/tag/design)
-   [#engineering](https://hashnode.com/tag/engineering)
-   [#few-shot-prompting](https://hashnode.com/tag/few-shot-prompting)
-   [#llm](https://hashnode.com/tag/llm)
-   [#ai](https://hashnode.com/tag/ai)
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-   [#local-models](https://hashnode.com/tag/local-models)
-   [#schema](https://hashnode.com/tag/schema)
-   [#prompting-techniques](https://hashnode.com/tag/prompting-techniques)
-   [#ai-prompts](https://hashnode.com/tag/ai-prompts)
-   [#prompting](https://hashnode.com/tag/prompting)

## Written by

[Alan Gornick](https://hashnode.com/@alangornick)

@alangornick · USA

  
[View profile](https://hashnode.com/@alangornick)

Exploring the intersection of design and promptcraft

A design leader and product builder exploring the intersection of design and AI. I experiment with local models and systems thinking to understand how these tools behave, break, and become useful. Favorite LLMs: Claude, ChatGPT, Qwen 3.6 27b & 35B A3B, Gemma4 31b, and a constant daily experimental driver.

## Responses 3

Markdown supported · ⌘↵ to post

[AlteredOxide](https://hashnode.com/@alteredoxide)

[May 31](https://hashnode.com/posts/schema-shot-prompting-guide/6a1c9fbaf7a2eb87f53a8b6d/comment/6a1cb4538286e36864584afe)

I like this approach and will certainly give it a try. Thanks for sharing!