Thread by @hasantoxr

I’ve spent months reverse-engineering prompts from OpenAI, Anthropic & Google engineers.

These are the 7 proven prompt templates that make LLMs think like experts👇

1. Job Applications & Career → Persona + Personalization

- Generic cover letters scream “AI-written.”
- The fix? Add persona + structure + tone control.

Use this once and you’ll never go back to “Write a cover letter for…” again.

Prompt:

2. Math & Logical Reasoning → Chain-of-Thought + Few-Shot

- LLMs hallucinate math.
- But if you show reasoning, they follow it.

Result? 10x accuracy boost.

Prompt:

3. Code Generation → Constraints + Decomposition

- LLMs love overengineering.
- Guide them with structure.

Clean. Modular. Debuggable. Every time.

Prompt:

4. Learning & Tutoring → Socratic Method

- Stop using AI like Wikipedia.
- Make it teach you interactively.

This turns any topic into a personal tutoring session.

Prompt:

5. Creative Writing → Controlled Creativity

- LLMs love going off the rails.
- Keep the magic, control the chaos.

Perfect for writing children’s stories, short films, or scripts.

Prompt:

6. Brainstorming → Divergent + Convergent Thinking

- Want smarter ideas?
- Make your AI think wide → then focus.

It’s like having an idea factory and a consultant in one.

Prompt:

7. Business & Strategy → Consultant-Style Structure

- Vague question = vague answer.
- Ask like a consultant, get clarity.

You’ll get concise, boardroom-ready insights instead of fluff.

Prompt:

As always, Thank you for reading this.

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