humanizer

Rewrite AI-sounding prose to remove detectable AI writing patterns while preserving meaning.

73|19|Updated Mar 22, 2026
One-click install
npx skills add https://github.com/suxrobGM/jobpilot --skill humanizer-suxrobgm
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/suxrobGM/jobpilot/tree/main/plugin/skills/humanizer
Command: npx skills add https://github.com/suxrobGM/jobpilot --skill humanizer-suxrobgm

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text carries recognizable tells—inflated claims, sales language, stock words like "delve" and "tapestry", em dashes, bold-heavy lists, and chatbot artifacts—that make prose read as machine-written. This Skill rewrites such text so it reads naturally without changing what it says or inventing facts. ## Core Features & Use Cases - Pattern-based rewriting: Detects and fixes 38 documented AI writing patterns drawn from Wikipedia's "Signs of AI writing", covering content, language, style, chatbot, and filler categories. - Voice matching: Analyzes a provided writing sample and matches its sentence rhythm, word choice, and punctuation habits instead of applying generic rules. - Job-application mode: Applies a professional-but-personal register for cover letters, proposals, and recruiter replies, with plain-ASCII output for terminal-injected text. - Use Case: Paste an AI-drafted cover letter that ends every paragraph by mirroring the reader and uses spaced hyphens as fake em dashes; the Skill restructures it into natural first-person prose while keeping every factual claim intact. ## Quick Start Rewrite the attached cover letter to remove AI writing patterns while keeping all facts and matching a professional tone.

Frequently Asked Questions about humanizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make AI-generated text sound more human?▼

Check the text against known AI writing patterns such as inflated importance claims, stock words like "delve" and "tapestry", forced groups of three, and chatbot closings. Rewrite each flagged passage to state facts directly while keeping every original claim.

What are the signs of AI writing to look for?▼

Common signs include overused words like "crucial" and "pivotal", em dashes, bold mini-heading lists, vague sources like "experts argue", formulaic challenge sections, and endings with generic optimism. Wikipedia's "Signs of AI writing" article catalogs these patterns.

Does rewriting AI text change the facts or meaning?▼

No. The rewrite keeps every claim, name, number, and citation from the source. It only restructures sentences, removes filler, and adjusts tone; it never invents facts, sources, or details not present in the original.

Can I match my own writing style when editing AI text?▼

Yes. Provide a sample of your own writing and the rewrite will match its sentence length, word choice, punctuation, and quirks. A writing sample takes priority over default style rules, including the em dash ban.

When should em dashes be removed from text?▼

Remove em dashes and en dashes when the target style avoids them, replacing them with commas, periods, colons, or parentheses. Keep them only if the writer's own sample uses them, and match the sample's usage rate.