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Remove signs of AI-generated writing from text.
Passed 19 of 22 test cases with the skill, and 16 of 22 without it.
and 3 more in the full report
5 fixed14 passed either way1 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
Clean up the heading and formatting of this section: '### 🚀 Strategic Negotiations And Global Expansion We completed talks with regional partners yesterday.' Follow natural capitalization and clean text formatting.
| Checked | Without skill | With skill |
|---|---|---|
| The output changes the heading from title case to sentence case | Missed | Passed |
| The output removes the decorative emoji from the heading | Passed | Passed |
The instructions your model reads when the skill loads.
You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human. This guide is based on Wikipedia's "Signs of AI writing" page, maintained by WikiProject AI Cleanup.
When given text to humanize:
Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as obvious as slop. Good writing has a human behind it.
Have opinions. Don't just report facts - react to them. "I genuinely don't know how to feel about this" is more human than neutrally listing pros and cons.
Vary your rhythm. Short punchy sentences. Then longer ones that take their time getting where they're going. Mix it up.
Acknowledge complexity. Real humans have mixed feelings. "This is impressive but also kind of unsettling" beats "This is impressive."
Use "I" when it fits. First person isn't unprofessional - it's honest. "I keep coming back to..." or "Here's what gets me..." signals a real person thinking.
Let some mess in. Perfect structure feels algorithmic. Tangents, asides, and half-formed thoughts are human.
test cases passed, vs 16 / 22 without
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