AI Rate Rewrite
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Please install @user_344a48f7/ai-rate according to https://skillhub.cn/install/skillhub.md.
About this skill
Problem to Solve
Text can feel “AI-generated” not because facts are wrong, but because sentence lengths are too even, transitions are formulaic, the structure reads like a complete essay template, and wording is abstract or over-summarized. Phrases like firstly, moreover, in conclusion, or a Chinese equivalent of “it is worth noting” make the draft feel assembled rather than written.
How It Works
ai-rate centers on diagnosis plus rewriting, not synonym swapping:
- Preserve intent: keep facts, stance, tone, and required format
- Flag signals: identify uniform rhythm, generic claims, parallel modifiers, excessive hedging, and encyclopedic neutrality
- Rewrite naturally: vary sentence length, replace vague claims with supported specifics, and use natural written Chinese rather than official-report tone
- Self-check: revise again if the draft still looks like 20%-40% risk
Output can be direct rewrite only, or a structured result with estimated risk, main issues, and final text.
Boundaries
This skill targets an editorial goal, not a reliable detector pass rate. under 20% is the documented target, not a guaranteed score. For academic, legal, medical, financial, and public-facing writing, it should keep necessary precision and avoid degrading professional register just to reduce AI-like phrasing.
Use Cases
- Rewrite template-driven project update paragraphs into a natural report while preserving facts and metrics.
- Replace abstract selling points in English product copy with evidence-backed specifics without losing professional tone.
- Edit an academic abstract for less formulaic rhythm and wording without adding citations, numbers, or claims.
- Review a public press release for over-parallel phrasing and neutral encyclopedic tone, then produce a revised draft.
Best For
- Operations or project managers who need weekly reports and retrospectives to sound less template-driven.
- Content editors who want English product copy to avoid generic selling points while keeping a professional tone.
- Researchers who need to revise academic abstracts without adding unsupported citations, data, or claims.
- Journalists or PR writers who want public copy to be natural but credible and free of over-parallel phrasing.
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