Target length: 2-3 minutes.
Live demo: https://expression-precision-studio.vercel.app
Say:
People often ask AI to improve a sentence before they have actually explained what they mean. The result sounds polished, but it is still vague.
Show the product website and the comparison between a generic rewrite and Expression Precision. Then open the Studio.
Show the starting prompt:
I feel like my teammate is difficult, but I cannot explain why.
Point out that the agent does not rewrite immediately.
It identifies that “difficult” could refer to collaboration, communication, boundaries, or something else, and it explains which facts are still missing.
Select None of the above.
Add:
They arrived at the office today, said the air felt humid and sprayed fragrance, wiped the desk with alcohol wipes, and said they only drink bottled water.
Explain:
None of the above is not a failure state. It tells the skill that its current hypotheses missed the user’s meaning, so it switches back to observable facts.
Select the neutral interpretation:
They have a higher personal standard for office hygiene and comfort.
Add:
They handle everything themselves and do not ask other people to change.
Then choose No more context — finalize.
Highlight the three outputs:
- Precise Name
- Concrete Explanation
- Copyable Expression
Say:
The final sentence is not just a nicer version of “difficult.” It expresses the actual observation without inventing motives or creating unnecessary conflict.
Switch to Chinese and briefly show that the same workflow and output structure are available.
Say:
Most writing assistants optimize the sentence. Expression Precision optimizes the understanding before the sentence.
The public website uses a deployment-only Qwen key stored in Vercel server-side environment variables. Visitors do not need to paste any API key. If the live API is unavailable during judging, click Load guided sample to show the complete interaction and final result.