Humanizer Ru
Vladimir-Human/humanizer-ru
Не для обхода детекторов; не для текста, который тебе не принадлежит.
Audit pasted chatbot output, AI-cleanup diffs, wiki drafts, Markdown/MDX/docs, and source-backed articles for generic AI fluff, LLM writing tells, weak audience model, lack of theory of mind…
Install Audit AI Writing
$ npx skills add jxnl/personal-monorepo-template --skill audit-ai-writing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jxnl/personal-monorepo-template audit-ai-writing --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/jxnl/personal-monorepo-template.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/audit-ai-writing .claude/skills/audit-ai-writing && 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 "audit-ai-writing" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-writing into .claude/skills/audit-ai-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-writing", 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/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-writingType 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 jxnl/personal-monorepo-template --skill audit-ai-writing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jxnl/personal-monorepo-template audit-ai-writing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jxnl/personal-monorepo-template.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/audit-ai-writing .agents/skills/audit-ai-writing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "audit-ai-writing" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-writing into .agents/skills/audit-ai-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-writing", 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 jxnl/personal-monorepo-template --skill audit-ai-writing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jxnl/personal-monorepo-template audit-ai-writing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jxnl/personal-monorepo-template.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/audit-ai-writing .cursor/skills/audit-ai-writing && 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 "audit-ai-writing" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-writing into .cursor/skills/audit-ai-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-writing", 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/jxnl/personal-monorepo-template.git --path .codex/skills/audit-ai-writing--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 jxnl/personal-monorepo-template --skill audit-ai-writing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jxnl/personal-monorepo-template audit-ai-writing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jxnl/personal-monorepo-template.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/audit-ai-writing .gemini/skills/audit-ai-writing && 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 "audit-ai-writing" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-writing into .gemini/skills/audit-ai-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-writing", 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 jxnl/personal-monorepo-template audit-ai-writingInstalls 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 jxnl/personal-monorepo-template --skill audit-ai-writing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jxnl/personal-monorepo-template.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/audit-ai-writing .github/skills/audit-ai-writing && 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 "audit-ai-writing" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-writing into .github/skills/audit-ai-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-writing", 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 jxnl/personal-monorepo-template --skill audit-ai-writing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jxnl/personal-monorepo-template audit-ai-writing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jxnl/personal-monorepo-template.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/audit-ai-writing .opencode/skills/audit-ai-writing && 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 "audit-ai-writing" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-writing into .opencode/skills/audit-ai-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-writing", 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
audit-ai-writing- GitHub stars
- 563
- Token cost
- ~887 tokens
- SKILL.md length
- 359 words
- Files
- 3
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- None found
At a glance
Audit pasted chatbot output, AI-cleanup diffs, wiki drafts, Markdown/MDX/docs, and source-backed articles for generic AI fluff, LLM writing tells, weak audience model, lack of theory of mind…
- Works in 6 steps: Audience-model failures: prose that… → Fluff and LLM tells: inflated… → Claim quality: vague attribution,… → …
- Requests like AI writing audit
- SKILL.md covers Workflow, Output, Guardrails and Resource
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Audit AI Writing is an agent skill from jxnl/personal-monorepo-template. Audit pasted chatbot output, AI-cleanup diffs, wiki drafts, Markdown/MDX/docs, and source-backed articles for generic AI fluff, LLM writing tells, weak audience model, lack of theory of mind, inflated significance, vague attribution, leaked tokens, placeholders, broken markup, fabricated or mismatched citations, and detector false positives. Use for requests like "AI writing audit", "check for AI slop", "find writing fluff", "does this sound like ChatGPT", "cleanup LLM tells", "make this less generic", "verify…
Its SKILL.md is about 890 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `agents/openai.yaml` and `patterns.md`).
It sits in Writing & Content, covering Humanizing AI text, Citation management and Markdown. It works with OpenAI.
When your agent uses it
- Requests like AI writing audit
- Check for AI slop
- Find writing fluff
- Does this sound like ChatGPT
Example prompts
- “AI writing audit”
- “check for AI slop”
- “find writing fluff”
- “/audit-ai-writing”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Audience-model failures: prose that ignores what the reader knows, needs, doubts, or will do next; generic empathy; no real prioritization.
- Fluff and LLM tells: inflated significance, vague stakes, template transitions, rhetorical balance, generic intros/outros, abstract…
- Claim quality: vague attribution, unsupported superlatives, stale timing, softened quantifiers, causal overreach.
- Mechanical residue: leaked tool tokens, placeholders, broken markup, invalid references, wrong target-format syntax.
- Citation support when relevant: real source, correct metadata, quote/page/number/date/name support, source-chaining mistakes.
- Rewrite plan: smallest concrete fix, reader-specific framing, concrete verbs/nouns, target-format markup, and any verification still needed.
What it can do on your machine
Read from SKILL.md and the folder at commit df86376. 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
Audit AI Writing loads about 887 tokens when it runs. Until then it costs about 182 tokens; SKILL.md has 359 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 359 words (~887 tokens).
“Open patterns.md, then review prose quality before citation mechanics unless the user specifically asks for citation verification:”
- name
- audit-ai-writing
- last_edited
- 2026-06-15
Files
SKILL.md and 2 other files in .codex/skills/audit-ai-writing of jxnl/personal-monorepo-template.
- SKILL.md
- agents/openai.yaml
- patterns.md
Open the folder on GitHubat commit df86376
Compare with similar skills
Audit AI Writing 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 |
|---|---|---|---|---|---|---|
| Audit AI Writing this skilljxnl/personal-monorepo-template | 563 | — | ~887 | Automated safety check: Pass | None | |
| Humanizer RuVladimir-Human/humanizer-ru | 126 | — | ~4k | Automated safety check: Pass | MIT | |
| Content Humanizerdigoal/blog | 8.6k | — | ~1.2k | Automated safety check: Pass | GPL-2.0 | |
| 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 | |
| Markdown to HTML ReportMegaSuperKitty/WeClaw | 370 | — | ~456 | Automated safety check: Pass | MIT |
Similar skills
Content Humanizer
digoal/blog
分析一段内容或一个文件的"人味"（即像不像人类自然写出来的，AI 生成痕迹有多重），给出 0-100 量化打分，并在低于目标线（默认 80 分，用户可指定其他数值如90分）时在不改变原意的前提下改写到目标分数以上。触发条件：用户提到"人味"、"AI味"、"AI感"、"降AI率"、"去AI化"、"人性化改写"、"像人写的"、"过人工检测"、"过AI检测"、"让文章更自然"、"这段话是不是AI写的"…
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.
Shuorenhua
MrGeDiao/shuorenhua
按用户要求审稿或去 AI 味，支持中英文；保留事实、术语与责任主体，支持只标问题. An agent skill from MrGeDiao/shuorenhua.
Markdown to HTML Report
MegaSuperKitty/WeClaw
Drafts a report in Markdown with numbered inline citations and a references section, then renders it to a styled HTML file through a Jinja2 template on Windows.
Sloptrim
seyedehsanhadi/sloptrim
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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Related
Works with
Questions about Audit AI Writing
What does Audit AI Writing do?
Audit pasted chatbot output, AI-cleanup diffs, wiki drafts, Markdown/MDX/docs, and source-backed articles for generic AI fluff, LLM writing tells, weak audience model, lack of theory of mind…. Audit AI Writing is an agent skill from jxnl/personal-monorepo-template. Audit pasted chatbot output, AI-cleanup diffs, wiki drafts, Markdown/MDX/docs, and source-backed articles for generic AI fluff, LLM writing tells, weak audience model, lack of theory of mind, inflated significance, vague attribution, leaked tokens, placeholders, broken markup, fabricated or mismatched citations, and detector false positives.
When should I use Audit AI Writing?
Audit AI Writing fits situations like: requests like AI writing audit; check for AI slop; find writing fluff; does this sound like ChatGPT.
How do I install Audit AI Writing in Claude Code?
Run `npx skills add jxnl/personal-monorepo-template --skill audit-ai-writing -a claude-code`. Or copy the skill folder (.codex/skills/audit-ai-writing in jxnl/personal-monorepo-template) into .claude/skills/audit-ai-writing in your project. Claude Code loads it when a task matches its description.
How do I install Audit AI Writing in Codex?
Run `npx skills add jxnl/personal-monorepo-template --skill audit-ai-writing -a codex`. Or copy the skill folder (.codex/skills/audit-ai-writing in jxnl/personal-monorepo-template) into .agents/skills/audit-ai-writing in your project. Codex loads it when a task matches its description.
Can I use Audit AI Writing 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 jxnl/personal-monorepo-template --skill audit-ai-writing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/audit-ai-writing, .gemini/skills/audit-ai-writing, .github/skills/audit-ai-writing and .opencode/skills/audit-ai-writing in your project.
What does Audit AI Writing need to run?
SKILL.md names no scripts, command-line tools or credentials: Audit AI Writing is instructions for the agent only.
Does Audit AI Writing 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 Audit AI Writing 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 Audit AI Writing use?
No licence was found for Audit AI Writing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Audit AI Writing use?
About 887 tokens (SKILL.md is roughly 3.5k 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 Audit AI Writing?
Skills that share tags, products or a category with Audit AI Writing: Humanizer Ru (Vladimir-Human/humanizer-ru, 126 stars), Content Humanizer (digoal/blog, 8.6k stars), Korean AI-Text Humanizer (epoko77-ai/im-not-ai, 5.9k stars) and Shuorenhua (MrGeDiao/shuorenhua, 2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Audit AI Writing?
jxnl (a GitHub user) maintains it in jxnl/personal-monorepo-template, which has 563 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on June 22, 2026.
Source: jxnl/personal-monorepo-template on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.