After two years of daily AI use, I've refined my prompts down to the ones that consistently deliver. Here are my go-to templates for various tasks—copy, paste, customize.
Writing Prompts
Blog Post Outline
Edit for Clarity
[PASTE TEXT]
Email Draft
Analysis Prompts
Pros and Cons Analysis
1. Brief overview
2. Top 5 pros with explanations
3. Top 5 cons with explanations
4. Who this is best for
5. Who should avoid this
6. Your bottom-line recommendation
Summarize Long Content
- Key thesis/main point (1-2 sentences)
- Main arguments/findings (bullet points)
- Evidence/data cited
- Conclusions/recommendations
- My potential action items
[PASTE CONTENT]
Devil's Advocate
1. The strongest counterarguments
2. What could go wrong
3. What I might be missing
4. Perspectives I haven't considered
Be genuinely challenging, not just token opposition.
Coding Prompts
Debug This Code
1. Identify the bug
2. Explain why it's happening
3. Provide the fixed code
4. Explain the fix
```
[PASTE CODE]
```
Explain This Code
1. What the code does overall
2. How it works step by step
3. Key concepts used
4. Any potential issues or improvements
```
[PASTE CODE]
```
Code Review
- Bugs or logic errors
- Performance issues
- Security vulnerabilities
- Code style/best practices
- Opportunities for simplification
Prioritize issues by severity. Show improved code where relevant.
```
[PASTE CODE]
```
Creative Prompts
Brainstorm Ideas
- Describe it in 1-2 sentences
- Rate difficulty (easy/medium/hard)
- Rate potential impact (low/medium/high)
Include both safe/conventional ideas and bold/unconventional ones.
Social Media Content
- Match the platform's tone and format
- Include a hook in the first line
- Add relevant hashtags
- Vary the post styles (question, statement, story, etc.)
- Include a call to action where appropriate
Productivity Prompts
Meeting Notes to Actions
1. Executive summary (3-4 sentences)
2. Key decisions made
3. Action items with owners and deadlines
4. Open questions to resolve
5. Follow-up meeting topics
[PASTE NOTES]
Learn Something New
Create a learning plan with:
1. Key concepts to understand
2. Recommended resources (free first)
3. Hands-on projects to try
4. Milestones to track progress
5. Common mistakes to avoid
Pro Tips for Better Prompts
- Be specific: Vague prompts get vague results
- Show format: Include examples of desired output structure
- Set constraints: Word limits, style requirements, audience
- Ask for reasoning: "Explain why" improves quality
- Iterate: Follow up to refine results
The Bottom Line
Good prompts are investments—spend time creating them once, reuse forever. Save your best prompts somewhere accessible. The templates above are starting points; customize them to your specific needs and voice. As you use them, you'll naturally refine them into even more effective versions.
Dr. Elena Vance, Ph.D.
Chief AI Architect & LLM Systems Researcher
Former Stanford AI Lab Fellow and machine learning architect specializing in autonomous agent workflows, prompt optimization, and neural systems scalability.
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