butchorpeza.comA reliable AI prompt has five parts: the role and context, the goal, the inputs, the rules and constraints, and the output format with a check step. Writing prompts like a brief for a new colleague produces more consistent and accurate results than one-line requests.
- Give the AI context first: who it is helping and why.
- State one clear goal per prompt.
- Provide the actual inputs instead of describing them.
- Write rules as specific numbers and limits.
- Ask for a fixed output format and a self-check.
Who this is for
Anyone using AI at work who wants more consistent results.
Why I wrote it
I write prompts every day for AI agents that operate real software.
What you will get
A copy-ready brief template you can adapt to any task.
Table of contents
- Introduction
- Bad output usually means a bad brief
- Treat it like onboarding a colleague
- The Five Parts of a Good Brief
- 1. Role and context
- 2. One clear goal
- 3. The actual inputs
- 4. Rules and limits
- 5. Output format and a check
- Common Prompt Mistakes
- Asking for everything at once
- Vague adjectives
- Never saving what works
- Using the Brief With AI Agents
- Agents need even clearer rules
- Keep a human approval step
- Conclusion
- Better briefs, better results
Introduction
Bad output usually means a bad brief
When AI gives a vague or wrong answer, the instinct is to blame the tool. In my experience, the prompt is usually the problem. A one-line request leaves the AI guessing about everything that matters.
Treat it like onboarding a colleague
The fix is to write prompts the way you would brief a smart new colleague on their first day.
The Five Parts of a Good Brief
1. Role and context
Explain who the AI is helping and the situation. "You're helping a furniture brand prepare product images for an online store" changes everything that follows.
2. One clear goal
State the single outcome you want. If you need three things, write three prompts or number them clearly.
3. The actual inputs
Paste the text, data or file instead of describing it. The AI can't use what it can't see.
4. Rules and limits
Use numbers wherever possible: word counts, sizes, deadlines, tone. "Under 120 words, friendly, no jargon" beats "keep it short".
5. Output format and a check
Describe exactly how the answer should look, then ask the AI to check its work against the rules before answering.
Common Prompt Mistakes
Asking for everything at once
Long prompts with many goals produce shallow results. Break big jobs into steps.
Vague adjectives
Words like "premium", "modern" or "engaging" mean different things to everyone. Translate them into concrete details.
Never saving what works
When a prompt produces great results, save it. Your prompt library becomes one of your most valuable work assets.
Survey and data source: McKinsey's 2026 State of AI survey and generative AI research
Using the Brief With AI Agents
Agents need even clearer rules
When AI operates software, like a project board or a 3D program, mistakes have real effects. Add rules about what it may and may not change, and require a preview before final actions.
Keep a human approval step
For anything that sends, publishes or deletes, the brief should end with "show me before you do it".
| Part | Weak prompt | Strong brief |
|---|---|---|
| Context | None | Who it's for and why |
| Goal | "Make it better" | One specific outcome |
| Inputs | Described vaguely | Pasted or attached |
| Rules | "Keep it short" | "Under 120 words, no jargon" |
| Output | Whatever comes back | Fixed format plus a self-check |
From one line to a brief
Instead of "write a product description", the brief says: you are writing for a German home-goods store; describe this black wall rail; use these dimensions; 80–100 words, friendly, no superlatives; return a title and two paragraphs, then check the word count.
Conclusion
Better briefs, better results
Context, goal, inputs, rules and format. Use those five parts for a week and you'll spend far less time fixing AI output.
References
FAQ
How long should a prompt be?
As long as it needs to be clear. A few short paragraphs with context, goal, inputs, rules and format usually work well.
Do I need different prompts for different AI tools?
The same brief structure works across tools like Claude and ChatGPT, with small adjustments.
What is prompt engineering?
Writing and refining instructions so AI tools produce accurate, consistent results.
Who is Butch Orpeza?
Butch Orpeza is a Philippines-based creative technologist: a web designer, developer, 3D artist and AI automation specialist. He builds WordPress and Elementor websites, creates photoreal 3D product images, and sets up AI workflows that let teams hand repetitive work to AI agents.
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