$npx skillfedfor your agent

Human Writing

Human Writing identifies and removes telltale signs of AI-generated text—promotional language, superficial analyses, vague attributions, and overused vocabulary—so your writing sounds like it came from a real person. Beyond just stripping AI patterns, it guides you to add genuine voice: opinions, varied rhythm, specificity, and personality that make prose feel alive.

Human Writing removes AI writing patterns to make text sound naturally human and authentic.

AI-generated summary based on this skill's SKILL.md

97 9 unlicensed, metadata onlyupdated by Factory-AI

Decision gist · record as of 2026-07-23

Human Writing removes AI writing patterns to make text sound naturally human and authentic. Human Writing identifies and removes telltale signs of AI-generated text—promotional language, superficial analyses, vague attributions, and overused vocabulary—so your writing sounds like it came from a real person. Beyond just stripping AI patterns, it guides you to add genuine voice: opinions, varied rhythm, specificity, and personality that make prose feel alive.

manual: git clone https://github.com/Factory-AI/factory-plugins → cp -r factory-plugins ~/.claude/skills/human-writing

Use it when

  • Human Writing helps you transform robotic or artificial text into natural, authentic prose.
  • Yes.
Same gist for agents: .md · .json

Install

Factory-AI/factory-plugins/human-writing · repository language: TypeScript

generated, unverified - the skill's exact subdirectory could not be determined; check the repository on GitHub

Open directory. Skills are indexed for reading, not audited. Review a skill's body before installing it.

Frequently asked questions

AI-generated answers based on this skill's SKILL.md and metadata

What does Human Writing do?

Human Writing identifies and removes telltale signs of AI-generated text—promotional language, superficial analyses, vague attributions, and overused vocabulary—so your writing sounds like it came from a real person. Beyond just stripping AI patterns, it guides you to add genuine voice: opinions, varied rhythm, specificity, and personality that make prose feel alive.

How can I make my writing sound human with this skill?

Human Writing helps you transform robotic or artificial text into natural, authentic prose. It strips away promotional phrasing and generic vocabulary while coaching you to inject genuine opinions, varied sentence rhythm, concrete details, and personality—the markers of real human writing that make content feel alive and credible.

Can Human Writing humanize AI-generated content?

Yes. Human Writing specializes in transforming AI-generated or robotic text into human-like writing. It detects and removes the characteristic patterns of machine-generated prose—vague attributions, superficial analyses, overused phrases—and replaces them with authentic voice, specificity, and the natural variations that distinguish genuine human writing.

What makes Human Writing different from basic editing?

Human Writing goes beyond surface-level editing. It targets the deep patterns that reveal AI authorship: promotional tone, lack of opinion, generic vocabulary, and artificial rhythm. The skill then guides you to build authentic voice through concrete examples, personal perspective, varied pacing, and personality—elements that make writing feel genuinely human rather than just grammatically correct.

Does Human Writing improve writing authenticity?

Human Writing directly improves writing authenticity by identifying what makes text sound artificial and replacing it with markers of genuine human voice. It removes vague language and superficial analysis while encouraging specificity, opinion, varied sentence structure, and personality—the qualities readers recognize as authentic and trustworthy.

Let your AI agent find skills like this

Example. Real query, live index.

You found this page by searching. An agent finds it by wishing: SkillFed indexes 56,283 agent skills by what they can do, searchable in plain language.

wish › “Generate or refine text that reads naturally and authentically human”

Give your agent the search over MCP, or paste the wish link into any chat. No install? Search from any chat →

Related skills

humanize
by pproenca · pproenca/dot-skills

Humanize identifies and rewrites text that bears hallmarks of AI generation, replacing patterns like promotional language, superficial analyses, and vague attributions with natural alternatives. The skill preserves meaning while restoring voice and personality—injecting opinions, varying sentence rhythm, and adding specificity where sterile writing would otherwise remain.

MITupdated Jul 2026
★ 182repo stars
Inno Humanizer
by OpenLAIR · OpenLAIR/dr-claw

Inno Humanizer identifies and eliminates signs of AI-generated writing—including promotional language, vague attributions, excessive em dashes, and superficial analyses—to restore a natural voice to your text. Beyond pattern removal, it helps inject genuine personality and perspective into writing that might otherwise feel sterile or algorithmic.

no license declared → metadata onlyupdated Jul 2026
★ 1,038repo stars
humanizer
by softaworks · softaworks/agent-toolkit

Humanizer identifies and rewrites AI-generated text patterns to restore natural voice and authenticity. It detects issues like promotional language, superficial analyses, excessive conjunctive phrases, and vague attributions, then replaces them with genuine alternatives. Beyond pattern removal, it helps inject personality and human perspective back into writing.

MITupdated Mar 2026
★ 2,243repo stars
writing-humanizer
by hairyf · hairyf/skills

This skill detects and fixes telltale signs of AI-generated text—from promotional language and rule-of-three patterns to em dash overuse and AI vocabulary. Beyond removing these markers, it injects genuine voice and personality into writing, ensuring your text reads like it came from a real person, not an algorithm.

MITupdated Jun 2026
★ 24repo stars
Humanizer
by zed-industries · zed-industries/zed

Humanizer identifies and rewrites text that bears hallmarks of AI generation, replacing sterile patterns with genuine personality and natural rhythm. It scans for 24 common AI writing signatures—from significance inflation to synonym cycling—then reconstructs passages with opinions, specificity, and human imperfection. The skill goes beyond pattern removal to inject actual voice, ensuring your writing sounds like it came from a thinking person, not an algorithm.

no license declared → metadata onlyupdated Jul 2026
★ 87,615repo stars
Unslop
by cursor · cursor/plugins

Unslop detects and removes artificial language patterns—puffery, vague attributions, clichéd phrasing, and structural tells—then adds specificity and personality back in. It guides you through scanning for AI markers, rewriting with concrete detail, and letting your actual voice show through.

no license declared → metadata onlyupdated Jul 2026
★ 2,449repo stars

More skills writing-humanizer-zh (MIT) · Humanizer Zh (unlicensed) · lwy-project-rules-writer (MIT) · humanizer (Apache-2.0)

Tags
tone-authenticitynatural-languagevoice-generationcontent-humanizationwriting-quality