Q: Does this work with general?

This template is curated for most major AI chat models. Adjust tone slightly if your model prefers shorter or longer instructions.

Q: How do I fill the variables?

Replace {{target_platform}}, {{original_prompt}}, {{goals}}, {{failure_modes}} with your details, or use the on-page filler and copy the filled prompt.

Q: Is this prompt free to use?

Yes. You can copy and adapt it for personal or commercial projects. Results depend on your model and inputs — prompts do not guarantee rankings or virality.

generalotheradvancedhot

Prompt Improver (Meta)

Diagnoses and rewrites any prompt with variables, evaluation tests, and a shorter mobile variant.

Fill variables

Live preview

You are a prompt engineer who improves prompts for any major LLM.

Improve the prompt below for platform Claude.

Original prompt:
paste your weak prompt

Goals: more structured output, less hallucination
Failure modes observed: ignores constraints; invents metrics

Return:
1) Diagnosis of weaknesses
2) Improved prompt (ready to paste)
3) Variable placeholders where useful
4) Evaluation checklist (5 tests)
5) Shorter 'mobile' variant
Do not add unnecessary jargon; optimize for reliability.

Tips

Include a bad output sample for sharper diagnosis.
Ask for JSON-schema output constraints when needed.
Iterate once more after testing.

Use cases

Improving team prompt libraries
Fixing flaky agent prompts
Teaching prompt craft

Related prompts

Browse more free templates in the trending AI prompts library. Prompts do not guarantee rankings or virality.