What is TCREI framework

 What is TCREI framework 

[Why Prompt Engineering Is the Most Important AI Skill You're ...](https://medium.com/@CobiOneCanobi/why-prompt-engineering-is-the-most-important-ai-skill-youre-not-learning-7432dc9e7aff)

[Another Prompting Framework: RACE (Role, Action, Context ...](https://drayseozturk.org/2025/02/22/another-prompting-framework-race-role-action-context-execute/)

[What is the TCREI Framework? A 5-Step System for Better AI ...](https://canadianaiguy.ca/definition/tcrei-framework/)

[How to Craft Effective AI Prompts with T-C-R-E-I Framework ...](https://www.linkedin.com/posts/mona--ebrahimi_generativeai-aiprompting-businessanalysis-activity-7351077167629225988--Jq2)

[How to Write Better Prompts for AI: Google's TCREI Framework ...](https://www.linkedin.com/posts/nakohamen-ekeoba_your-prompts-fail-because-you-skip-the-framework-activity-7379755442924830720-pPye)

The TCREI Framework is a five-step prompting system used to structure inputs for Large Language Models (LLMs) and get high-quality, consistent results. [1, 2] 

The acronym stands for: Task, Context, References, Evaluate, and Iterate. [2] 

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## The 5 Components of TCREI## 1. T — Task

* What it means: Clearly define the core action you want the AI to perform. [3] 

* Details to include: Specific command verbs, assigned personas or roles, and the exact output format (e.g., bullet points, a short table, or a structured report). [3, 4] 

* Example: "Write a punchy LinkedIn post for a leadership coach targeting first-time tech managers." [5] 

## 2. C — Context

* What it means: Provide the background story, target audience, goals, and constraints. [3, 5] 

* Details to include: Who the audience is, why you are writing, what problem you are trying to solve, and what has been tried before. [4] 

* Example: "They struggle with confidence, delegation, and communication." [5] 

## 3. R — References

* What it means: Share examples, source materials, or style guides to steer the AI's tone and structure.

* Details to include: Few-shot examples (2 to 5 sample outputs), links, documents, or data sets. [4] 

* Example: "Follow the tone of modern expert-led posts: short, story-driven, and ending with a question." [5] 

## 4. E — Evaluate

* What it means: Review the AI's generated response critically.

* Details to include: Check for accuracy, missing details, tone alignment, and whether it fulfilled the task instructions. [5, 6] 

## 5. I — Iterate

* What it means: Refine your prompt or follow up based on your evaluation.

* Details to include: Add more constraints, break long prompts into smaller steps, try different phrasing, or ask the AI to suggest alternative options (like a new hook or layout). [5, 6, 7] 

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If you are working on a prompt right now, share your goal/task and I can help you rewrite it using the TCREI framework.

[1] [https://canadianaiguy.ca](https://canadianaiguy.ca/definition/tcrei-framework/)

[2] [https://drayseozturk.org](https://drayseozturk.org/2025/02/05/prompting/)

[3] [https://aiwithkatarina.com](https://aiwithkatarina.com/googles-tcrei-prompting-framework/)

[4] [https://www.youtube.com](https://www.youtube.com/watch?v=wYeG0HzqTg8&t=325)

[5] [https://www.linkedin.com](https://www.linkedin.com/posts/ifioknkem7_heres-your-step-by-step-guide-to-writing-activity-7432861187416997888-bmDh)

[6] [https://community.atlassian.com](https://community.atlassian.com/learning/path/get-the-most-out-of-rovo/course/best-practices-for-using-rovo/lesson/best-practices-for-writing-ai-prompts)

[7] [https://www.linkedin.com](https://www.linkedin.com/posts/nakohamen-ekeoba_your-prompts-fail-because-you-skip-the-framework-activity-7379755442924830720-pPye)