See it work

The same facts, in fewer words.

Two before-and-after examples show what Clean Language does to generated prose. Then copy the prompt and try it on your own writing.

Watch it work

Each pair keeps every fact identical. Only the style changes.

Generic AI prose

Before

It is important to note that the implementation requires additional testing before it can be considered fully ready for production. This is not merely a technical exercise, but a critical step that will help ensure a robust and seamless deployment.

After

The implementation requires additional testing before production deployment.

Repeated conclusion

Before

The migration is scheduled for Friday. The team will migrate the service on Friday. In summary, Friday is the planned migration date.

After

The service migration is scheduled for Friday.

Try it on your own writing

Copy the prompt, paste it into ChatGPT, Claude, Gemini, Copilot, or any other assistant that can browse the web, then add your own text where the prompt says to. The prompt has the assistant read the standard straight from this project, so it applies the real rules rather than a summary.

Read any prompt before you paste it. This is good practice with a prompt from any source, not only this one. The prompt below asks the assistant to read the Clean Language standard from this project's public GitHub repository and then rewrite the text you provide. It points only at this project's own public files and asks for nothing from your device or accounts.

First, read the Clean Language standard from its public GitHub repository at https://github.com/jposluns/ai-language.

The full standard is in clean-language/SKILL.md and the files under clean-language/references/. The same rules in a single file are at https://raw.githubusercontent.com/jposluns/ai-language/main/site/downloads/clean-language-instructions.txt, which may be easier to load. If you cannot reach either, say so rather than guessing.

Then apply the standard to the text below. Preserve every fact, figure, quotation, defined term, and technical detail, and do not change the meaning.

[paste your text here]

Once you install the skill, you can tell your assistant to always use Clean Language in your personal, project, or chat instructions, or ask for it on demand. Installing is also the way to use Clean Language when your assistant cannot reach the web. See the install guide.

Make it your default.

Install the skill once, then apply it to every draft without pasting a prompt.

Detailed installation instructions