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Remove AI writing patterns. Fixes 29 named tells: inflated significance, vague attribution, em dash overuse, AI vocabulary, soulless structure.
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| name | ai-humanizer |
| version | 2.5.1 |
| description | Remove AI writing patterns. Fixes 29 named tells: inflated significance, vague attribution, em dash overuse, AI vocabulary, soulless structure. |
| tags | ["writing","editing","humanizer","ai-writing","copy","documentation"] |
| tool_agnostic | true |
Identify and remove signs of AI-generated text to make writing sound natural and human. Based on Wikipedia's "Signs of AI writing" guide (WikiProject AI Cleanup).
When given text to humanize:
If the user provides a writing sample, analyze it before rewriting:
Avoiding AI patterns is only half the job. Sterile, voiceless writing is just as obvious as slop.
Words: stands/serves as, testament/reminder, vital/significant/crucial/pivotal/key role, underscores/highlights importance, reflects broader, symbolizing, contributing to, setting the stage, marks a shift, key turning point, evolving landscape, indelible mark, deeply rooted
Remove statements about how arbitrary things represent or contribute to broader topics.
Words: independent coverage, local/regional/national media outlets, active social media presence
Replace with specific, sourced facts.
Words: highlighting/underscoring/emphasizing..., ensuring..., reflecting/symbolizing..., contributing to..., cultivating/fostering..., encompassing..., showcasing...
Remove present participle phrases tacked on to add fake depth.
Words: boasts a, vibrant, rich (figurative), profound, enhancing its, showcasing, exemplifies, commitment to, nestled, in the heart of, groundbreaking, renowned, breathtaking, stunning
Replace with plain description.
Words: Industry reports, Observers have cited, Experts argue, Some critics argue, several sources
Replace with named, specific sources.
Words: Despite its... faces several challenges..., Despite these challenges, Challenges and Legacy, Future Outlook
Replace with specific facts.
High-frequency AI words: actually, additionally, align with, crucial, delve, emphasizing, enduring, enhance, fostering, garner, highlight (verb), interplay, intricate/intricacies, key (adjective), landscape (abstract), pivotal, showcase, tapestry (abstract), testament, underscore (verb), valuable, vibrant
These words co-occur in AI text. Remove or replace.
Words: serves as/stands as/marks/represents [a], boasts/features/offers [a]
Replace with simple is/are/has.
"Not only...but...", "It's not just about...", tailing fragments like "no guessing", "no wasted motion"
Rewrite as straightforward clauses.
Ideas forced into groups of three to appear comprehensive. Break the pattern.
AI substitutes synonyms to avoid repetition. Pick one word and use it consistently.
"From X to Y" where X and Y aren't on a meaningful scale. Rewrite as a plain list.
"No configuration file needed", "The results are preserved automatically." Add the actor.
LLMs use em dashes (—) more than humans. Replace most with commas, periods, or parentheses.
AI bolds phrases mechanically. Remove bold from inline text that isn't genuinely critical.
Items starting with bolded header: followed by a sentence. Merge into prose.
Remove. Replace with plain text.
Replace "..." (curly) with "..." (straight) where consistency requires it.
"I hope this helps", "Of course!", "Certainly!", "Would you like...", "let me know", "here is a..." Remove entirely.
"As of [date]", "Up to my last training update", "While specific details are limited..." Replace with what is actually known or admit the gap plainly.
"Great question!", "You're absolutely right!", "That's an excellent point." Remove. State the substance directly.
"In order to achieve this goal" → "To achieve this" "Due to the fact that" → "Because" "At this point in time" → "Now" "The system has the ability to" → "The system can" "It is important to note that" → remove
"It could potentially possibly be argued that... might have some effect" → "It may affect"
"The future looks bright", "Exciting times lie ahead", "a major step in the right direction" Replace with a specific fact about what happens next.
third-party, cross-functional, client-facing, data-driven, decision-making, high-quality, real-time, end-to-end
Humans are inconsistent with these. Use sparingly and inconsistently, as a human would.
"The real question is", "at its core", "in reality", "what really matters", "fundamentally", "the heart of the matter"
These add ceremony to ordinary statements. Remove the framing, keep the point.
"Let's dive in", "let's explore", "here's what you need to know", "without further ado"
Start the content. Don't announce it.
A heading followed by a one-line paragraph that restates the heading before the real content. Remove the filler sentence, start with the substance.
Based on Wikipedia:Signs of AI writing, maintained by WikiProject AI Cleanup. Key insight: "LLMs use statistical algorithms to guess what should come next. The result tends toward the most statistically likely result that applies to the widest variety of cases."
