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Today’s edition breaks down the eight prompting styles that dramatically improve how ChatGPT thinks, reasons and analyzes.

This guide shows you when to use ReAct for investigations, Chain-of-Thought for complex reasoning, Tree-of-Thought for decision analysis and Self-Ask for deep research.

You’ll also learn how to shape outputs with Role-Play, Few-Shot patterns, Self-Critique loops and Socratic prompting.

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👩🏻 Kris & The ChatGPT Central Team

8 Prompting Styles Every Pro Should Master ⤵️

Download this guide which can help you use eight advanced prompting styles to improve reasoning, accuracy, analysis and output quality.

Inside the Guide You’ll Learn How To

  • Use ReAct to combine reasoning + tool use for real-world lookup tasks

  • Apply Chain-of-Thought to force transparent step-by-step reasoning

  • Run Tree-of-Thought to compare options and pick the best path

  • Use Self-Ask With Search for deeper research via sub-questions

  • Shape tone precisely with Role-Play setups

  • Copy patterns using Few-Shot prompting

  • Improve clarity using Self-Critique loops

  • Challenge ideas with Socratic prompting for stronger reasoning

1761517823476.pdf

8 Powerful Prompting Styles.pdf

11.14 MB • PDF File

This guide distills eight powerful prompting styles that elevate ChatGPT from a basic assistant into a structured reasoning engine. On page 2, the ReAct framework teaches you how to combine thought processes with tool usage, making the model decide what action to take before generating the answer.

Page 3 demonstrates Chain-of-Thought with step-by-step logic to surface hidden mistakes early.

Tree-of-Thought on page 4 shows how to compare multiple strategies, list pros and cons, and select the strongest option.

Page 5’s Self-Ask method breaks complex problems into sub-questions and answers them one by one with sources.

Role-Play on page 6 helps you set personality, tone, and expertise, while page 7’s Few-Shot setup trains the model by showing patterns.

Finally, pages 8 and 9 walk through Self-Critique and Socratic prompting, two frameworks that dramatically improve clarity, reasoning and final output quality.

Execution Steps

  1. Start with one framework: ReAct, Chain-of-Thought, or Tree-of-Thought.

  2. Copy the template and apply it to one task you run daily.

  3. Add Fact-Check or Self-Critique steps when accuracy matters.

  4. Use Role-Play whenever you need tone, expertise or persona control.

  5. Use Few-Shot examples to teach the model your style or format.

  6. Combine two frameworks for complex tasks (e.g., CoT + Socratic).

  7. Save your best outputs and convert them into reusable prompt templates.

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