#writing

Use this when a user wants to strip the AI flavor from a Chinese draft or check for signs of AI writing. Based on the open-source lieflat-less-ai-tone (CC BY-NC 4.0): a script plus semantic judgment first produces a detection report, listing flagged sentences and suggested fixes; only after the user replies does it rewrite with minimal changes and re-test to show a before-and-after comparison. It changes only phrasings measured to be clearly more common in AI text, without altering structure or dropping information. Use case: Have the Agent first use data to find sentences in your article that read like AI writing, then edit only those spots after you confirm.

Beginner tutorial: why AI-written text often has a distinctive tone, and how to remove it. The core principle comes from Anthropic's internal guide on removing AI flavor: if you can say it directly, say it directly. At the end is a prompt that works in both Chinese and English and suits any text model; paste it as is.

A learner handed in a Claude draft almost untouched and got an academic-integrity hearing three days later. What gave it away, what it cost, and how to actually use AI when you write.