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Transform AI-generated content into human-sounding writing via AI pattern detection, rhythm restoration, and authenticity scoring.
Passed 18 of 22 test cases with the skill, and 14 of 22 without it.
and 1 more in the full report
4 fixed14 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
In a 1,000-word technical manuscript, 5 sentences begin with the phrase 'It is'. According to diagnostic scan rules, should this metric trigger a flag?
| Checked | Without skill | With skill |
|---|---|---|
| Flags the count of sentences starting with 'It is' for exceeding three per thousand words. | Missed | Passed |
The instructions your model reads when the skill loads.
Transform machine-sounding content into writing that reads like it came from a real person with real opinions and real experience.
content humanizer, AI content, humanize writing, AI detection, natural writing, authentic content, AI cliches, robotic writing, brand voice, personality injection, writing rhythm, AI patterns, content authenticity, human voice, AI tells, content polishing, voice consistency, writing style, content quality
Before humanizing, confirm these inputs. If any is unknown or vague, ASK — do not assume:
Stop rule: ask only the 2-3 that most change the output. If the user says "just draft it," proceed and list your assumptions at the top of the artifact.
test cases passed, vs 14 / 22 without
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