Korean AI-Text Humanizer
epoko77-ai/im-not-ai
Diagnoses and rewrites Korean text that reads as AI-generated, fixing translationese and mechanical parallelism across 85 patterns in 10 categories, with light to heavy passes.
Humanize AI-sounding writing and remove common AI-generated writing tells while preserving meaning, audience, and brand voice.
Install Humanizer
$ npx skills add manojbajaj95/claude-gtm-plugin --skill humanizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install manojbajaj95/claude-gtm-plugin humanizer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/manojbajaj95/claude-gtm-plugin.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/humanizer .claude/skills/humanizer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "humanizer" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/humanizer into .claude/skills/humanizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanizer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/humanizerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add manojbajaj95/claude-gtm-plugin --skill humanizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install manojbajaj95/claude-gtm-plugin humanizer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/manojbajaj95/claude-gtm-plugin.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/humanizer .agents/skills/humanizer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "humanizer" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/humanizer into .agents/skills/humanizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanizer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add manojbajaj95/claude-gtm-plugin --skill humanizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install manojbajaj95/claude-gtm-plugin humanizer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/manojbajaj95/claude-gtm-plugin.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/humanizer .cursor/skills/humanizer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "humanizer" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/humanizer into .cursor/skills/humanizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanizer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/manojbajaj95/claude-gtm-plugin.git --path skills/humanizer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add manojbajaj95/claude-gtm-plugin --skill humanizer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install manojbajaj95/claude-gtm-plugin humanizer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/manojbajaj95/claude-gtm-plugin.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/humanizer .gemini/skills/humanizer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "humanizer" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/humanizer into .gemini/skills/humanizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanizer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install manojbajaj95/claude-gtm-plugin humanizerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add manojbajaj95/claude-gtm-plugin --skill humanizer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/manojbajaj95/claude-gtm-plugin.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/humanizer .github/skills/humanizer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "humanizer" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/humanizer into .github/skills/humanizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanizer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add manojbajaj95/claude-gtm-plugin --skill humanizer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install manojbajaj95/claude-gtm-plugin humanizer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/manojbajaj95/claude-gtm-plugin.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/humanizer .opencode/skills/humanizer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "humanizer" agent skill from https://github.com/manojbajaj95/claude-gtm-plugin/tree/main/skills/humanizer into .opencode/skills/humanizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanizer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
humanizer- GitHub stars
- 105
- Token cost
- ~1.4k tokens
- SKILL.md length
- 678 words
- Files
- 1
- Skills in repo
- 52
- Repo updated
- First seen
- Licence
- MIT
At a glance
Humanize AI-sounding writing and remove common AI-generated writing tells while preserving meaning, audience, and brand voice.
- Works in 5 steps: Read for intent: identify the audience,… → Find AI tells: mark the patterns that… → Rewrite once: preserve meaning, claims,… → …
- Editing text to sound more natural
- SKILL.md covers Workspace Context, Operating Contract, Inputs and Workflow, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Humanizer is an agent skill from manojbajaj95/claude-gtm-plugin. Humanize AI-sounding writing and remove common AI-generated writing tells while preserving meaning, audience, and brand voice. Use when editing text to sound more natural, less generic, less promotional, less formulaic, or closer to the user's own writing. Triggers: humanize this, make this less AI, make this sound human, remove AI writing patterns, rewrite in my voice, make this more natural, de-AI this, make this less ChatGPT, fix robotic writing, improve authenticity, reduce generic AI tone.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Writing & Content, covering Humanizing AI text. It works with OpenAI. The licence is MIT.
When your agent uses it
- Editing text to sound more natural
- Less promotional
- Closer to the users own writing
Example prompts
- “/humanizer”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Read for intent: identify the audience, job of the piece, desired action, and non-negotiable claims.
- Find AI tells: mark the patterns that make the writing feel synthetic.
- Rewrite once: preserve meaning, claims, and structure where useful, but remove formulaic language.
- Run an anti-AI audit: ask, "What still makes this obviously AI generated?" Note the remaining tells briefly.
- Rewrite again: produce the final version with the audit fixed.
What it can do on your machine
Read from SKILL.md and the folder at commit 0830a46. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Humanizer loads about 1.4k tokens when it runs. Until then it costs about 127 tokens; SKILL.md has 678 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from manojbajaj95/claude-gtm-plugin at commit 0830a46, republished under its MIT licence (© manojbajaj95). 678 words, ~1,416 tokens.
Download SKILL.mdSave it as
.claude/skills/humanizer/SKILL.md (or your agent's skills folder).- name
- humanizer
- description
- Humanize AI-sounding writing and remove common AI-generated writing tells while preserving meaning, audience, and brand voice. Use when editing text to sound more natural, less generic, less promotional, less formulaic, or closer to the user's own writing. Triggers: humanize this, make this less AI, make this sound human, remove AI writing patterns, rewrite in my voice, make this more natural, de-AI this, make this less ChatGPT, fix robotic writing, improve authenticity, reduce generic AI tone.
Humanizer
Workspace Context
Read bootstrap context before asking questions: strategy/brand.md for brand, audience, offer, channels, tools, constraints, and metrics; about/me.md for personal voice; content/ideas.md and content/calendar.md for content planning. Use legacy product-marketing context files only as fallback. Save generated drafts to content/<platform>/drafts/YYYY-MM-DD_short-topic-slug.md, and route durable learnings back to strategy/brand.md, about/me.md, or content/ideas.md.
Operating Contract
This skill is self-contained for its frontmatter scope: use its local instructions, references, scripts, and assets as the playbook; ask only for missing task-specific inputs; hand off to adjacent skills instead of expanding scope; and return an actionable artifact, decision, plan, draft, or diagnostic.
You are a careful editor. Your job is to make writing sound like a real person wrote it, not to make it more polished for its own sake.
Inputs
Use the text the user provides. Before asking questions, check:
about/me.mdfor personal writing stylestrategy/brand.mdfor brand voice, audience, and claims- Any user-provided sample, file, or prior draft
Ask only if the target voice, audience, or destination is genuinely unclear.
Workflow
- Read for intent: identify the audience, job of the piece, desired action, and non-negotiable claims.
- Find AI tells: mark the patterns that make the writing feel synthetic.
- Rewrite once: preserve meaning, claims, and structure where useful, but remove formulaic language.
- Run an anti-AI audit: ask, "What still makes this obviously AI generated?" Note the remaining tells briefly.
- Rewrite again: produce the final version with the audit fixed.
Voice Calibration
If about/me.md or a user-provided sample exists, match it:
- sentence length and rhythm
- paragraph openings
- punctuation habits
- directness, humor, edge, warmth, or restraint
- preferred plain words over polished substitutes
- transitions, asides, and recurring phrasing
Do not "upgrade" casual wording into corporate language. If the user writes "stuff," do not automatically change it to "initiatives" or "components."
Patterns to Remove
Inflated significance
Watch for: "serves as," "stands as," "testament," "pivotal," "underscores," "broader trend," "evolving landscape," "lasting impact."
Fix by stating the concrete fact and why it matters, without pretending every detail is historic.
Promotional filler
Watch for: "vibrant," "rich," "groundbreaking," "seamless," "powerful," "must-have," "nestled," "in the heart of," "showcasing," "commitment to."
Fix with specific evidence, plain nouns, and direct claims.
Fake depth
Watch for -ing add-ons: "highlighting," "underscoring," "reflecting," "encompassing," "fostering," "ensuring."
Fix by splitting the sentence or deleting the fake analysis.
Vague attribution
Watch for: "experts say," "industry reports suggest," "observers note," "some critics argue."
Fix with a named source, a real example, or remove the claim.
Show full SKILL.md (268 more words)Show less
AI vocabulary clusters
Watch for repeated use of: "additionally," "delve," "crucial," "intricate," "interplay," "landscape," "robust," "valuable," "key," "enhance," "leverage."
Fix with shorter, more ordinary words.
Formulaic structure
Watch for:
- forced groups of three
- "not only X but Y"
- "it is not just X, it is Y"
- false "from X to Y" ranges
- generic "challenges and future prospects" sections
- upbeat closing filler
Fix by keeping only the real argument.
Chatbot residue
Remove conversational artifacts that belong to a chat response, not final copy:
- "Great question"
- "I hope this helps"
- "let me know if..."
- "here is an overview"
- "let's dive in"
- knowledge-cutoff disclaimers
Over-styled formatting
Reduce:
- excessive boldface
- emoji decorations
- title-case headings when sentence case fits
- inline-header bullet lists
- em dash overuse
- curly quotes if the project uses straight quotes
Add Humanity
Removing AI tells is not enough. Add signs of a real writer where appropriate:
- a specific opinion
- a concrete example
- a sentence with uneven rhythm
- a useful caveat
- a direct first-person line when the format allows it
- a small imperfection that sounds natural, not sloppy
Do not invent personal experiences, customers, metrics, quotes, or sources.
Output Format
Return:
- Draft rewrite
- Remaining AI tells: brief bullets from the anti-AI audit
- Final rewrite
- What changed: optional, only if useful
If editing a file, save the final version to the correct destination and summarize the changes. For new drafts, use content/<platform>/drafts/YYYY-MM-DD_short-topic-slug.md unless the user asks for inline output only.
Related Skills
copywriting-corefor writing or rewriting conversion copy from scratchblog-writing-specialistfor long-form blog draftslinkedinfor LinkedIn-specific posts and profile contentcontent-creation-and-marketingfor cross-channel draft production
© manojbajaj95, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/humanizer of manojbajaj95/claude-gtm-plugin.
Open the folder on GitHubat commit 0830a46
Compare with similar skills
Humanizer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Humanizer this skillmanojbajaj95/claude-gtm-plugin | 105 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Korean AI-Text Humanizerepoko77-ai/im-not-ai | 5.9k | — | ~1.2k | Automated safety check: Pass | MIT | |
| ShuorenhuaMrGeDiao/shuorenhua | 2k | — | ~757 | Automated safety check: Pass | MIT | |
| Sloptrimseyedehsanhadi/sloptrim | 213 | — | ~5.2k | Automated safety check: Notes | Apache-2.0 | |
| Humanizer RuVladimir-Human/humanizer-ru | 125 | — | ~4k | Automated safety check: Pass | MIT | |
| Anti Slop Writingadenaufal/anti-slop-writing | 145 | — | ~5.6k | Automated safety check: Pass | MIT |
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Sloptrim
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A skill your agent uses when the user wants to humanize text, trim slop, de-AI or de-slop writing, remove AI tells, fix robotic or ChatGPT-sounding prose, or make writing sound human and natural.
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Questions about Humanizer
What does Humanizer do?
Humanize AI-sounding writing and remove common AI-generated writing tells while preserving meaning, audience, and brand voice. Humanizer is an agent skill from manojbajaj95/claude-gtm-plugin. Humanize AI-sounding writing and remove common AI-generated writing tells while preserving meaning, audience, and brand voice.
When should I use Humanizer?
Humanizer fits situations like: editing text to sound more natural; less promotional; closer to the users own writing.
How do I install Humanizer in Claude Code?
Run `npx skills add manojbajaj95/claude-gtm-plugin --skill humanizer -a claude-code`. Or copy the skill folder (skills/humanizer in manojbajaj95/claude-gtm-plugin) into .claude/skills/humanizer in your project. Claude Code loads it when a task matches its description.
How do I install Humanizer in Codex?
Run `npx skills add manojbajaj95/claude-gtm-plugin --skill humanizer -a codex`. Or copy the skill folder (skills/humanizer in manojbajaj95/claude-gtm-plugin) into .agents/skills/humanizer in your project. Codex loads it when a task matches its description.
Can I use Humanizer in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add manojbajaj95/claude-gtm-plugin --skill humanizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/humanizer, .gemini/skills/humanizer, .github/skills/humanizer and .opencode/skills/humanizer in your project.
What does Humanizer need to run?
SKILL.md names no scripts, command-line tools or credentials: Humanizer is instructions for the agent only.
Does Humanizer access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Humanizer safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Humanizer use?
Humanizer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Humanizer use?
About 1.4k tokens (SKILL.md is roughly 5.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Humanizer?
Skills that share tags, products or a category with Humanizer: Korean AI-Text Humanizer (epoko77-ai/im-not-ai, 5.9k stars), Shuorenhua (MrGeDiao/shuorenhua, 2k stars), Sloptrim (seyedehsanhadi/sloptrim, 213 stars) and Humanizer Ru (Vladimir-Human/humanizer-ru, 125 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Humanizer?
manojbajaj95 (a GitHub user) maintains it in manojbajaj95/claude-gtm-plugin, which has 105 GitHub stars. The repository holds 52 skills in this directory. The repository was last updated on September 18, 2026.
Source: manojbajaj95/claude-gtm-plugin on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.