Humanizer
Azure-Samples/interview-coach-agent-framework
Remove signs of AI-generated writing from text. An agent skill from Azure-Samples/interview-coach-agent-framework.
去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写. An agent skill from OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL.
Install Humanizer Zh
$ npx skills add OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL --skill humanizer-zh -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL humanizer-zh --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/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.backup/humanizer .claude/skills/humanizer-zh && 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-zh" agent skill from https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL/tree/main/.backup/humanizer into .claude/skills/humanizer-zh/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanizer-zh", 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/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL/tree/main/.backup/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 OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL --skill humanizer-zh -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL humanizer-zh --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.backup/humanizer .agents/skills/humanizer-zh && 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-zh" agent skill from https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL/tree/main/.backup/humanizer into .agents/skills/humanizer-zh/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanizer-zh", 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 OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL --skill humanizer-zh -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL humanizer-zh --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.backup/humanizer .cursor/skills/humanizer-zh && 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-zh" agent skill from https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL/tree/main/.backup/humanizer into .cursor/skills/humanizer-zh/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanizer-zh", 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/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL.git --path .backup/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 OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL --skill humanizer-zh -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL humanizer-zh --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.backup/humanizer .gemini/skills/humanizer-zh && 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-zh" agent skill from https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL/tree/main/.backup/humanizer into .gemini/skills/humanizer-zh/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanizer-zh", 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 OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL humanizer-zhInstalls 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 OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL --skill humanizer-zh -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL.git skills-src && mkdir -p .github/skills && cp -r skills-src/.backup/humanizer .github/skills/humanizer-zh && 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-zh" agent skill from https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL/tree/main/.backup/humanizer into .github/skills/humanizer-zh/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanizer-zh", 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 OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL --skill humanizer-zh -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL humanizer-zh --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.backup/humanizer .opencode/skills/humanizer-zh && 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-zh" agent skill from https://github.com/OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL/tree/main/.backup/humanizer into .opencode/skills/humanizer-zh/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "humanizer-zh", 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-zh- GitHub stars
- 850
- Used in
- 8 other repos
- Token cost
- ~5.9k tokens
- SKILL.md length
- 716 words
- Files
- 1
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- None found
At a glance
去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写. An agent skill from OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL.
- Works in 12 steps: 严禁行为 → 过度强调意义、遗产和更广泛的趋势 → 过度强调知名度和媒体报道 → …
- Tasks that involve Humanizing AI text
- SKILL.md covers 你的任务, 核心规则速查, 错误示例及分析 and 个性与灵魂, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Humanizer Zh is an agent skill from OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL. 去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写。 基于维基百科的"AI 写作特征"综合指南。检测并修复以下模式：夸大的象征意义、 宣传性语言、以 -ing 结尾的肤浅分析、模糊的归因、破折号过度使用、三段式法则、 AI 词汇、否定式排比、过多的连接性短语。
Its SKILL.md is about 5.9k 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.
When your agent uses it
- Tasks that involve Humanizing AI text
Example prompts
- “AI 写作特征”
- “/humanizer-zh”
Requirements
- Pre-approved tools (allowed-tools): Read, Write, Edit, AskUserQuestion
Workflow steps
12 steps, taken from the step headings in SKILL.md.
- 严禁行为
- 过度强调意义、遗产和更广泛的趋势
- 过度强调知名度和媒体报道
- 以 -ing 结尾的肤浅分析
- 宣传和广告式语言
- 模糊归因和含糊措辞
- 提纲式的"挑战与未来展望"部分
- 过度使用的"AI 词汇"
- 避免使用"是"（系动词回避）
- 否定式排比
- 三段式法则过度使用
- 刻意换词（同义词循环）
What it can do on your machine
Read from SKILL.md and the folder at commit 59eafed. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditAskUserQuestion
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
Links to these hosts (documentation or services it may open):
en.wikipedia.org
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 Zh loads about 5.9k tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 716 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 716 words (~5,877 tokens).
“你是一位文字编辑，专门识别和去除 AI 生成文本的痕迹，并把内容的写作风格转换成所要求的风格，使文字听起来更自然、更有阅读性。本指南基于维基百科的"AI 写作特征"页面，由 WikiProject AI Cleanup 维护。”
- name
- humanizer-zh
- allowed-tools
- Read, Write, Edit, AskUserQuestion
- metadata.trigger
- 编辑或审阅文本，去除 AI 写作痕迹
- metadata.source
- 翻译自 blader/humanizer，参考 hardikpandya/stop-slop
Files
Just SKILL.md in .backup/humanizer of OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL.
Open the folder on GitHubat commit 59eafed
Used in 8 other repositories
We found 14 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 8 other GitHub owners. This page covers the copy in OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL, which our catalogue first saw on October 7, 2026.
- mingti-org/phyai.claude/skills/humanizer-zh
- rongxinzy/RongxinAISKILLs/humanizer-zh
- Prism-Shadow/deepseek-harness-book.agents/skills/humanizer-zh
- majiayu000/claude-skill-registryskills/ai-llm/humanizer-zhskills/ai-llm/humanizer-zh-tangchunwu-skill-hub+1 more
- ECNU-ICALK/AutoSkillSkillBank/Common/humanizer-zh-skills/humanizer
- LeoYeAI/openclaw-master-skillsskills/humanizer-zhskills/humanizer-zh-cn
- lornshrimp/Lorn.NovelWriteSkillsCommonSkills/通用-去AI味重写/Humanizer-zh-main
- crane-in-clear-sky/WorkWit-AI-Agentworkwit/backend/builtin_skills/humanizer_zh
Compare with similar skills
Humanizer Zh 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 Zh this skillOUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL | 850 | 8 repos | ~5.9k | Automated safety check: Pass | None | |
| HumanizerAzure-Samples/interview-coach-agent-framework | 172 | 37 repos | ~5.8k | Automated safety check: Pass | MIT | |
| Avoid AI Writingconorbronsdon/avoid-ai-writing | 4.9k | 3 repos | ~8.1k | Automated safety check: Pass | MIT | |
| User-Facing Text Cleanupguillaumemeyer/watermarks-remover | 24k | — | ~3.5k | Automated safety check: Pass | MIT | |
| Install Anti Sloptrycompai/crm | 11k | 1 repos | ~881 | Automated safety check: Pass | MIT | |
| Stop SlopXe/site | 732 | 8 repos | ~423 | Automated safety check: Pass | MIT |
Similar skills
- Official
Avoid AI Writing
conorbronsdon/avoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms").
User-Facing Text Cleanup
guillaumemeyer/watermarks-remover
Audits prose for invisible Unicode characters and rewrites it while keeping facts, citations, code and required disclosures unchanged and the writer's voice intact.
Install Anti Slop
trycompai/crm
Install and configure the anti-slop Oxlint plugin in a local TypeScript or JavaScript repository.
Stop Slop
Xe/site
Remove AI writing patterns from prose. An agent skill from Xe/site.
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.
More from OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL
Good Writing
OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL
A skill your agent uses when 用户要求按特定作者的中文风格写作、修补、重写、终稿精修、风格审阅或结构保真翻译，尤其强调厚段、长句链、事实先行、判断锋利、书卷气评论，或要求减少无意义的装饰性状语和补语。
Related
Categories
Questions about Humanizer Zh
What does Humanizer Zh do?
去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写. An agent skill from OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL. Humanizer Zh is an agent skill from OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL.
When should I use Humanizer Zh?
Humanizer Zh fits situations like: tasks that involve Humanizing AI text.
How do I install Humanizer Zh in Claude Code?
Run `npx skills add OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL --skill humanizer-zh -a claude-code`. Or copy the skill folder (.backup/humanizer in OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL) into .claude/skills/humanizer-zh in your project. Claude Code loads it when a task matches its description.
How do I install Humanizer Zh in Codex?
Run `npx skills add OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL --skill humanizer-zh -a codex`. Or copy the skill folder (.backup/humanizer in OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL) into .agents/skills/humanizer-zh in your project. Codex loads it when a task matches its description.
Can I use Humanizer Zh 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 OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL --skill humanizer-zh -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-zh, .gemini/skills/humanizer-zh, .github/skills/humanizer-zh and .opencode/skills/humanizer-zh in your project.
What does Humanizer Zh need to run?
SKILL.md names no scripts, command-line tools or credentials: Humanizer Zh is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, AskUserQuestion.
Does Humanizer Zh access the network?
SKILL.md names 1 domain. As links in the text: en.wikipedia.org. This is read from the text; nothing was executed.
Is Humanizer Zh 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 Zh use?
No licence was found for Humanizer Zh or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Humanizer Zh use?
About 5.9k tokens (SKILL.md is roughly 24k 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 Zh?
Skills that share tags, products or a category with Humanizer Zh: Humanizer (Azure-Samples/interview-coach-agent-framework, 172 stars), Avoid AI Writing (conorbronsdon/avoid-ai-writing, 4.9k stars), User-Facing Text Cleanup (guillaumemeyer/watermarks-remover, 24k stars) and Install Anti Slop (trycompai/crm, 11k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Humanizer Zh?
OUBIGFA (a GitHub user) maintains it in OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL, which has 850 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on September 17, 2026.
Source: OUBIGFA/De-AI-Prompt-Enhancer-Writer-Booster-SKILL on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.