Make the task, context, constraints and desired output explicit. Add an example when it clarifies your expectations, then improve the draft with a targeted follow-up.
Better prompting is about reducing avoidable ambiguity. You do not need to make every request long: include the information that changes what a useful answer would look like.
A practical workflow.
State the task with a verb
Use a concrete instruction such as draft, compare, explain or organise. Name the result you want instead of only describing a broad subject.
Add the relevant context
Identify the audience, purpose and source information. Separate facts from assumptions, and keep unrelated background out of the request.
Set boundaries and format
Specify details that must stay exact, information the AI must not invent and the structure you want. If an example helps, explain what aspect it demonstrates.
Iterate with a specific correction
Ask for one change at a time: shorten the opening, preserve a caveat or add a concrete example. Compare the revision with your goal before accepting it.
READY TO MAKE YOURS
Start with this prompt.
Improve this prompt: [draft prompt]. My intended outcome is [goal]. Identify unclear wording, missing context and conflicting constraints. Ask essential questions, then propose a concise revised prompt. Explain the three changes that matter most.
Replace the brackets. Leave out private details. Check the response.
ILLUSTRATIVE EXAMPLE
A clearer request.
A VAGUE STARTMake it better.
A CLEARER BRIEFShorten this update to 100 words for a busy client. Keep the delivery date provisional, preserve the two dependencies and end with the decision we need from them.
The follow-up defines what should improve and what must be protected.
Before you use the result.
- A clear task is named.
- The context is relevant.
- Constraints do not contradict each other.
- The final response can be checked against the brief.
A few useful answers.
Do longer prompts always work better?
Length is not the goal. Include the details the task needs and remove background that does not help the model understand the result you want.
Should I ask the AI to act as an expert?
A role can suggest a perspective or vocabulary, but it does not verify expertise or facts. Give source information and check the output regardless of the role label.
PUT THE GUIDE TO WORK
How to write better AI prompts with context, constraints and a clear output
A better prompt makes the task easier to understand and the result easier to inspect. It usually needs a specific goal, relevant context, clear limits and an output format. You do not need to write a long instruction every time. Add the information that changes the answer, then test whether the draft meets your actual requirements.
Give context that changes the answer
A message to a colleague you know well needs a different tone from a first message to a client. Explain that relationship, the purpose and the facts that must stay intact. Avoid unrelated background. If you cannot say why a detail matters to the task, leave it out and see whether the result still works.
Revise one variable at a time
When a draft misses the mark, name the specific problem: too long, missing the request, too technical or based on an unsupported assumption. Change that part of the brief and compare the new draft with the previous one. If you change the audience, length, tone and structure together, it becomes harder to tell what helped.
Open a card, copy the prompt and replace the brackets with your own details. Each card includes a follow-up and a check before you use the answer.
SITUATION 01 ↗
Find the missing instruction
Improve a prompt before adding more words.
Open the prompt +
Review this prompt and the draft it produced. Identify the mismatch between my goal and the instructions. Suggest the smallest useful change to the prompt. Do not add elaborate role-play or unsupported promises of accuracy. Prompt: [paste]. Draft: [paste]. Goal: [paste].
Refine the next draft
Give me a revised version with only that change. Explain what I should look for when comparing the outputs.
Before you use it
A polished prompt can still produce an incorrect answer; inspect the result.
SITUATION 02 ↗
Choose useful context and remove the rest
Share only details that affect the task.
Open the prompt +
For this task [task] and audience [audience], sort the background below into essential, possibly useful and unnecessary. Explain briefly how an essential detail changes the output. Do not ask for sensitive information. Background: [paste].
Refine the next draft
Write a concise prompt using only the essential details. Mark any missing fact that could change the answer.
Before you use it
Do not include private details simply because a tool asks for more context.
SITUATION 03 ↗
Specify a format you can actually use
Avoid an attractive answer that is hard to act on.
Open the prompt +
Draft a prompt for [task]. I will use the answer in [document, message or task list]. Require these fields: [fields]. Keep the format easy to copy as plain text. Use supplied facts only and include an 'unknown' label for missing information.
Refine the next draft
Show a tiny fictional example of the requested format so I can check whether the structure is useful before using my real data.
Before you use it
The example should demonstrate structure, not add facts to your task.
SITUATION 04 ↗
Compare two drafts against the same criteria
Choose the useful revision, not the more impressive wording.
Open the prompt +
Compare draft A and draft B against these criteria: [criteria]. Source facts: [facts]. For each criterion, cite the wording that meets or misses it. Flag unsupported additions. Do not assume the longer version is better. A: [paste]. B: [paste].
Refine the next draft
Combine only the checked strengths of both drafts. List any unresolved trade-off rather than hiding it.
Before you use it
Use your own priorities to choose; the tool’s preference is not an objective score.
The examples below are original, illustrative edits using fictional situations. They show the checks to make, rather than promising what an AI tool will produce.
A prompt builder you can reuse
Goal: I need [specific output]. Audience: This is for [reader or situation]. Source: Use only [notes or supplied material]. Constraints: Preserve [facts] and avoid [unwanted changes]. Format: Return [structure]. Missing information: Ask or mark [what cannot be assumed]. Review: I will check [criteria].
WORKED EXAMPLE
Name the output you need
An original, illustrative example—not a claim of a tested AI result.
FIRST DRAFTSummarize this meeting well.
AFTER CHECKINGCreate three sections from these notes: decisions, actions and open questions. For each action, include the owner and date only if the notes state them.
What changed
The revised prompt defines both the structure and the rule for missing information. That makes the result easier to verify.
WORKED EXAMPLE
Ask for a targeted edit
An original, illustrative example—not a claim of a tested AI result.
FIRST DRAFTMake it much better and more professional.
AFTER CHECKINGKeep the facts and requested next step. Cut the opening to one sentence and replace technical terms with language a first-time customer would understand.
What changed
The revision names observable changes. It avoids a vague style label that could lead to unnecessary rewriting.
Try it with your own task.
Use the prompt builder on a task you already have. Save the brief and the reviewed output together so you can see which instructions were useful.
Original sources & further reading.
Check current product guidance when a feature or setting matters to your task.
GO DEEPER / 3 FREE TEMPLATES
Prompts for this part of the task.
Use a template for the step you are working on. Add the required inputs, then check the result against your source material.
Browse the task-guide directory ↗
Use a small workflow that you can repeat.
- Use a small task you understand well enough to review.
- State the goal, context, limits and output format.
- Look for missing facts and uncertain claims before asking for more detail.
- Keep the useful parts, refine one instruction and compare the new result with the first.
Keep in mind: Never assume the tool can browse, see a file or run code just because it says it can. Ask what it actually used and verify important claims yourself.
Improve an unclear prompt
Learn which details change the answer.You get: Clearer prompt with explained changes+
COPY. PERSONALISE. CHECK.
Review this prompt: [prompt]. My actual goal is [goal]. Identify missing context, ambiguous terms and unnecessary instructions. Ask up to three questions that would materially improve the result. After I answer, produce a clearer prompt with goal, context, limits and output format. Explain each change in plain language. Do not add requirements I did not ask for or promise a perfect response.
Example input
“Help me plan” needs a task, timescale and available resources before it becomes useful.
Illustrative scenario, not a generated or verified AI result.
Then ask
Make the revised prompt shorter while keeping the information that affects the outcome.
Before using the answer
Check that the prompt still reflects your goal rather than the model’s assumptions.
Compare two prompt versions fairly
Find which instruction changes the result.You get: Output comparison against three criteria+
COPY. PERSONALISE. CHECK.
Help me compare prompt A [A] and prompt B [B] for this task [task]. Use the same sample input [input]. Before comparing outputs, define three observable criteria based on my goal [goal]. I will paste the two outputs next. Judge only those outputs, quote brief evidence for each score and flag unknown facts. Suggest one change to test next. Do not claim a universal winner from one example.
Example input
Two summary prompts are being compared for preserving dates, separating decisions from suggestions and staying under 100 words.
Illustrative scenario, not a generated or verified AI result.
Then ask
Create a second test input that challenges the weakest criterion without changing the task.
Before using the answer
Repeat with several inputs and record the tool and settings before drawing a broader conclusion.
Find what an AI brief is missing
Ask fewer, better questions before drafting.You get: Essential questions and labelled assumptions+
COPY. PERSONALISE. CHECK.
Here is my task brief: [brief]. The result will be used for [purpose]. List only missing information that could materially change the answer. Separate essential questions from details where a labelled assumption would be acceptable. Ask no more than three essential questions and wait for my answers. Do not expand the task or request personal information that is unnecessary for the result.
Example input
Brief: 'Write an announcement for our workshop.' Missing facts include the audience, confirmed date and how to register.
Illustrative scenario, not a generated or verified AI result.
Then ask
Combine my answers into a compact prompt and list any remaining assumptions separately.
Before using the answer
Confirm that the revised prompt still asks for your original task.
Keep learning from original sources.
These sources inform the workflow and checks; the templates above are original LifestyleGlide prompts.
