LAKSHMIPRIYA S

🪄 Advanced Prompt Engineering Techniques

1. Role Assignment

“You are a senior data scientist. Explain neural networks to a beginner.”

2. Few-Shot Learning

Give examples in the prompt.

"Correct the grammar of the following sentences:

1. 'He go to school every day.' → 'He goes to school every day.'
2. 'They is playing.' →"

3. Step-by-Step Reasoning (Chain-of-Thought Prompting)

“Let’s think step-by-step.”

This encourages ChatGPT to break down its reasoning rather than jumping to conclusions.

4. Zero-Shot Prompting

No examples are given.

“Write a 2-paragraph summary of this text.”

✅ Tips for Better Prompting

TipDescriptionBe SpecificAvoid vague commands. Say exactly what you need.Give ExamplesShow the kind of output you want.Set the RoleDefine who ChatGPT should act as.Limit the OutputUse constraints like word count, format, tone.IterateTweak and test multiple versions of your prompt.

📦 Prompt Template (Reusable)

"You are a [ROLE]. Your task is to [GOAL].

Use the following input: [INPUT].

Format the output as: [FORMAT].

Constraints: [LIMITATIONS]."

Example:

"You are a professional resume writer. Your task is to improve this resume summary.

Input: 'Experienced in sales with strong communication skills.'

Format: 2–3 bullet points.

Constraints: Avoid vague words like 'experienced'."

📚 Recommended Use Cases

• Content creation
• Resume writing
• Coding
• Business analysis
• Customer support automation
• Education/tutoring
• Data transformation

If you want, I can generate prompt libraries, frameworks for specific industries, or help you design prompts for your exact use case (e.g., marketing, product development, interviews, etc.). Let me know!