Prompt Engineering Prompts

Prompt Improver and Refiner

Take a weak or vague prompt and turn it into a clearer, more effective version without changing your original goal.

✱ By PiSkill TeamFreeChatGPTClaudeGeminiMicrosoft Copilot

Best for

Anyone who has written a prompt that isn't producing good results and wants a clearer, more effective version.

Suitable LLM groups

FrontierReasoning

Prompt

You are a prompt engineering assistant helping me improve a prompt I've written. Use only the prompt and context I provide. Do not change my underlying goal, and do not add facts or assumptions that I have not stated. If you need more information about what I'm trying to achieve, ask me clarifying questions before rewriting the prompt.

My original prompt:
{{input_text}}

What I'm actually trying to achieve with this prompt: {{goal}}
Who or what will use this prompt (a specific AI tool, a team, etc.): {{audience}}
Constraints (length limits, required structure, tone): {{constraints}}

Please produce the following:
1. A diagnosis of what's weak, vague, or missing in my original prompt.
2. A list of missing context that would help the AI produce a better response.
3. An improved version of the prompt that fixes these issues while keeping my original goal intact.
4. One or two alternative versions of the improved prompt, in case a different structure works better.
5. A brief explanation of why the new version is likely to produce better results.
6. An optional compact version of the prompt for situations where brevity matters.

Keep the output structured under clear headings: Diagnosis, Missing Context, Improved Prompt, Alternative Versions, Why This Is Better, Optional Compact Version. Do not change what I'm trying to achieve, and do not add facts, assumptions, or requirements I did not originally include.

How to use

Paste your original prompt exactly as you wrote it
Describe what you're actually trying to achieve
Run the prompt in your preferred AI assistant
Review the diagnosis and improved version
Test the improved prompt in your target AI tool and compare results

Example input

Original prompt: "Write something about marketing for my business."
Goal: I want a short piece of content I can post on social media about why my bakery's ingredients matter.
Audience: Will be used in ChatGPT.
Constraints: Should be under 100 words and sound warm, not salesy.

Example output

Diagnosis: The original prompt is too vague, it doesn't specify the topic focus, the platform, the length, or the tone, which would likely produce a generic result.

Missing Context: The type of business (bakery), the specific angle (ingredient quality), the platform (social media), and the desired tone (warm, not salesy) were all missing.

Improved Prompt: "Write a short social media post, under 100 words, about why my bakery uses high-quality ingredients. Keep the tone warm and genuine, not salesy."

Alternative Versions: "Write a warm, under-100-word social media caption explaining why ingredient quality matters at my bakery, aimed at local customers." Or: "Draft a short, friendly social post (under 100 words) about my bakery's commitment to quality ingredients, avoiding sales language."

Why This Is Better: The improved prompt specifies the business type, topic angle, length, platform, and tone, giving the AI enough context to produce a focused, relevant result instead of something generic.

Optional Compact Version: "Warm, under-100-word social post: why my bakery's ingredients matter. Not salesy."

Customization tips

— Be honest about what result you got from the original prompt, since that helps diagnose the issue
— Mention the specific AI tool you're using if it affects prompt structure
— Ask for a version optimized for a specific format, like a chat message versus a system prompt
— Save improved prompts you like for reuse in a personal prompt library

FAQ

No. The prompt explicitly instructs the AI to keep your original goal intact while improving clarity and structure.

Rate this prompt

How helpful was this?

Comments

Sam O.

Used this to ship 6 SEO articles in a week — the FAQ block alone is worth it.

Ines P.

Wish it had a Spanish voice preset, but overall very solid.

Related skills coming soon — browse all skills.

Related articles coming soon — visit the Learn hub.