Core Principles
1. Be Clear and Specific
Provide detailed instructions and context. Vague prompts lead to vague responses.
Good Example:
Write a 300-word product description for wireless Bluetooth headphones targeting fitness enthusiasts, highlighting battery life, sweat resistance, and sound quality.Poor Example:
Write about headphones.2. Use Examples (Few-Shot Learning)
Show the AI what you want by providing examples of the desired output format.
Example:
Classify these emails as spam or not spam:
Email: 'Congratulations! You've won $1M!' → Classification: Spam
Email: 'Meeting moved to 3 PM tomorrow' → Classification: Not Spam
Email: 'Your order has shipped' → Classification: ?3. Step-by-Step Instructions
Break complex tasks into numbered steps to guide the AI through your process.
Example:
Analyze this data step by step:
1. Identify the main trends
2. Calculate key statistics
3. Highlight anomalies
4. Provide actionable insightsAdvanced Techniques
Chain of Thought
Ask the AI to show its reasoning process for complex problems.
Role Assignment
Give the AI a specific role or persona to improve response quality.
Output Formatting
Specify the exact format you want for the response.
Do’s and Don’ts
| DO | DON’T |
|---|---|
| Be specific about length and format | Use overly complex language |
| Provide context and background | Make assumptions about context |
| Use clear, direct language | Ask multiple unrelated questions |
| Test and iterate your prompts | Ignore the importance of examples |
| Break complex tasks into steps | Forget to specify output constraints |
Quick Tips
- Specificity: Replace “write something about…” with “write a 200-word analysis of…”
- Templates: Create reusable prompt templates for common tasks to maintain consistency.
- Iteration: Refine prompts based on outputs. Small changes can dramatically improve results.
- Structure: Use headers, bullet points, and numbering to organize complex prompts.
- Persona: Assign roles like “expert,” “teacher,” or “critic” to get specialized responses.
- Constraints: Set clear boundaries: word limits, tone, audience, and format requirements.