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AI Text Humanizer & Sounds AI Detector Gate
Because it quotes the offending spans and refuses to rewrite, it teaches you to recognize the patterns yourself instead of laundering them into a new synthetic voice.
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See it in action
You say
Run the humanizer gate on this draft:
"Leveraging cutting-edge solutions, our platform empowers businesses to seamlessly unlock unprecedented value. It is important to note that, in today's fast-paced landscape, synergy plays a crucial role. Moreover, stakeholders can effortlessly drive results. In conclusion, the possibilities are truly endless."
Your agent does
VERDICT: FAIL SCORE: 14 TELLS FOUND:
- [filler-phrase] "It is important to note that" -> throat-clearing that adds no meaning -> delete and state the point directly
- [filler-phrase] "in today's fast-paced landscape" -> generic stock opener -> replace with a concrete, specific situation
- [substance] "leveraging ... unlock unprecedented value ... synergy" -> buzzwords with zero verifiable content -> name the actual product, the actual benefit, and who gets it
- [tone-and-cadence] "seamlessly ... effortlessly ... truly endless" -> relentless adverb-driven hype -> cut the adverbs and show one real result
- [formulaic-structure] "In conclusion, the possibilities are truly endless" -> rote template ending -> close on one specific takeaway
- [punctuation-and-tic] "Moreover," opening a sentence -> default model transition -> vary or remove TOP THREE FIXES:
- Replace every abstract noun with a concrete example, name, or number
- Cut all three filler openers and lead with the real claim
- Remove the hype adverbs and the template conclusion ONE-LINE SUMMARY: Rewrite around one specific, verifiable result before this ships.
What you get
About this skill
The AI Text Humanizer & Sounds-AI Detector Gate turns your agent into a strict editor that explains exactly why a draft reads as machine-generated — and then stops, leaving the rewrite to you so you keep your own voice.
It runs five fixed passes over any AI-assisted text: a formulaic-structure check (rote intros, rule-of-three lists, template conclusions), a filler-phrase check ("it is important to note," "in today's fast-paced world," and other throat-clearing), a tone-and-cadence check (no contractions, uniform sentence length, relentless polish), a punctuation-and-tic check (em-dash overuse, repeated transition words, list-introducing colons), and a substance check (whether the text contains any specific, verifiable detail at all).
Every run returns a structured verdict: PASS, REVISE, or FAIL, plus a 0-100 human-voice score, each tell quoted with the reason it reads as AI and a direction for the fix, the top three highest-impact changes, and a one-line summary. Because it quotes the offending spans and refuses to rewrite, it teaches you to recognize the patterns yourself instead of laundering them into a new synthetic voice.
Who it's for: anyone shipping AI-assisted writing who needs it to sound human — marketers, newsletter and blog writers, founders, students, cover-letter writers, and content teams running a publish-time quality gate. It is model-agnostic, read-only, and adds no network or write access. It is an editorial gate, not a paraphraser, and it makes no claim about evading any third-party AI-detection service.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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Creator
PubsProToolkit builds rigor-first skills for AI agents — they write your docs and content properly, then adversarially review them to catch what's wrong before it ships. The result: cleaner output and a hard quality gate in one toolkit. Built by a CMPP-certified, PhD medical writer who brings regulated-industry standards to developer docs, content, compliance, and research integrity.
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