Agent skill

Wb Xhs Humanize Compliance

by wenziai in wenziai/wenzi-xhs-agent-skills

A skill your agent uses when the user has an AI-generated Xiaohongshu draft and wants it to sound more personal, concrete, platform-appropriate, and stronger in hook, retention, and interaction value.

No licenceAuto-check passedWriting & Content

Install Wb Xhs Humanize Compliance

skills CLI
$ npx skills add wenziai/wenzi-xhs-agent-skills --skill wb-xhs-humanize-compliance -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install wenziai/wenzi-xhs-agent-skills wb-xhs-humanize-compliance --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/wenziai/wenzi-xhs-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/wb-xhs-humanize-compliance .claude/skills/wb-xhs-humanize-compliance && rm -rf skills-src

Use ~/.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/

Facts

Skill name
wb-xhs-humanize-compliance
GitHub stars
168
Token cost
~835 tokens
SKILL.md length
219 words
Files
2
Skills in repo
6
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when the user has an AI-generated Xiaohongshu draft and wants it to sound more personal, concrete, platform-appropriate, and stronger in hook, retention, and interaction value.

  • Works in 5 steps: 用户有一篇 AI 初稿,觉得不像自己。 → 用户要发布小红书前做最后检查。 → 用户想把过于书面、过于整齐的文案改成口播感。 → …
  • The user has an AI-generated Xiaohongshu draft and wants it to sound more personal
  • SKILL.md covers R — 原文, I — 方法论骨架, A1 — 文章中的应用 and A2 — 触发场景, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Wb Xhs Humanize Compliance is an agent skill from wenziai/wenzi-xhs-agent-skills. Use when the user has an AI-generated Xiaohongshu draft and wants it to sound more personal, concrete, platform-appropriate, and stronger in hook, retention, and interaction value. Trigger phrases: "去 AI 味", "不像我", "合规检查", "改得像真人", "开头不抓人", "没停留", "humanize draft", "platform check". Do not use for initial positioning or topic generation.

Its SKILL.md is about 840 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `test-prompts.json`).

It sits in Writing & Content, covering Humanizing AI text. It works with Xiaohongshu. The repository describes itself as: 文子的小红书 Agent Skills:从账号定位、选题标题、真人化改稿、图文规划到排期复盘的一套可安装工作流。

When your agent uses it

  • The user has an AI-generated Xiaohongshu draft and wants it to sound more personal
  • Platform-appropriate
  • Stronger in hook
  • Interaction value

Example prompts

  • “去 AI 味”
  • “humanize draft”
  • “platform check”
  • “/wb-xhs-humanize-compliance”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. 用户有一篇 AI 初稿,觉得不像自己。
  2. 用户要发布小红书前做最后检查。
  3. 用户想把过于书面、过于整齐的文案改成口播感。
  4. 用户担心表达过度承诺或过度导流。
  5. 用户觉得开头不抓人、正文太散、没有收藏点或评论点。

What it can do on your machine

Read from SKILL.md and the folder at commit 8b94cdb. 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

Wb Xhs Humanize Compliance loads about 835 tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 219 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~92
When it runs · the whole SKILL.md, loaded when a task matches
~835

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 219 words (~835 tokens).

name
wb-xhs-humanize-compliance

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in wb-xhs-humanize-compliance of wenziai/wenzi-xhs-agent-skills.

  • SKILL.md
  • test-prompts.json

Open the folder on GitHubat commit 8b94cdb

Compare with similar skills

Wb Xhs Humanize Compliance 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.

Wb Xhs Humanize Compliance compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Wb Xhs Humanize Compliance this skillwenziai/wenzi-xhs-agent-skills168—~835Automated safety check: PassNone
Humanized Chinese Writing PolisherEthanYoQ/agent-xiaohongshu-workbench154—~1.1kAutomated safety check: PassMIT
Anti Vibe Writingweijt606/anti-vibe-writing120—~3.9kAutomated safety check: PassMIT
HumanizerAzure-Samples/interview-coach-agent-framework17338 repos~5.8kAutomated safety check: PassMIT
Avoid AI Writingconorbronsdon/avoid-ai-writing4.9k3 repos~8.1kAutomated safety check: PassMIT
User-Facing Text Cleanupguillaumemeyer/watermarks-remover24k—~3.5kAutomated safety check: PassMIT

Similar skills

  • Humanized Chinese Writing Polisher

    EthanYoQ/agent-xiaohongshu-workbench

    A skill your agent uses when a user asks to polish, rewrite, humanize, de-AI, localize, or oralize Chinese writing, including short-video scripts, articles, social posts, speeches, newsletters, and…

    154 GitHub stars~1.1k tokensUpdated 1 mo ago
    Writing & ContentAuto-check passed
  • Anti Vibe Writing

    weijt606/anti-vibe-writing

    A skill your agent uses when the user wants to humanize, de-AI, polish, or warm up an AI-generated document, in English or Chinese.

    120 GitHub stars~3.9k tokensUpdated 2 mo ago
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  • Humanizer

    Azure-Samples/interview-coach-agent-framework

    Official

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    173 GitHub starsUsed in 38 repos~5.8k tokens
    Writing & ContentAuto-check passed
  • Avoid AI Writing

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    Audit and rewrite content to remove AI writing patterns ("AI-isms").

    4.9k GitHub starsUsed in 3 repos~8.1k tokens
    Writing & ContentAuto-check passed
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    24k GitHub stars~3.5k tokensUpdated 2 days ago
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  • Wb Xhs Monetization Backsolve

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  • Wb Xhs Schedule Review

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    A skill your agent uses when the user wants a Xiaohongshu posting calendar, weekly review board, first-10-post launch plan, 10-20-post positioning test, or data-based next-step plan.

    168 GitHub stars~816 tokensUpdated 11 days ago
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  • Wb Xhs Topic Bank

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    A skill your agent uses when the user has positioning and wants a reusable Xiaohongshu topic/title bank instead of asking AI to freely brainstorm, especially to map topics to user needs such as…

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Works with

Questions about Wb Xhs Humanize Compliance

What does Wb Xhs Humanize Compliance do?

A skill your agent uses when the user has an AI-generated Xiaohongshu draft and wants it to sound more personal, concrete, platform-appropriate, and stronger in hook, retention, and interaction value. Wb Xhs Humanize Compliance is an agent skill from wenziai/wenzi-xhs-agent-skills. Use when the user has an AI-generated Xiaohongshu draft and wants it to sound more personal, concrete, platform-appropriate, and stronger in hook, retention, and interaction value.

When should I use Wb Xhs Humanize Compliance?

Wb Xhs Humanize Compliance fits situations like: the user has an AI-generated Xiaohongshu draft and wants it to sound more personal; platform-appropriate; stronger in hook; interaction value.

How do I install Wb Xhs Humanize Compliance in Claude Code?

Run `npx skills add wenziai/wenzi-xhs-agent-skills --skill wb-xhs-humanize-compliance -a claude-code`. Or copy the skill folder (wb-xhs-humanize-compliance in wenziai/wenzi-xhs-agent-skills) into .claude/skills/wb-xhs-humanize-compliance in your project. Claude Code loads it when a task matches its description.

How do I install Wb Xhs Humanize Compliance in Codex?

Run `npx skills add wenziai/wenzi-xhs-agent-skills --skill wb-xhs-humanize-compliance -a codex`. Or copy the skill folder (wb-xhs-humanize-compliance in wenziai/wenzi-xhs-agent-skills) into .agents/skills/wb-xhs-humanize-compliance in your project. Codex loads it when a task matches its description.

Can I use Wb Xhs Humanize Compliance 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 wenziai/wenzi-xhs-agent-skills --skill wb-xhs-humanize-compliance -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/wb-xhs-humanize-compliance, .gemini/skills/wb-xhs-humanize-compliance, .github/skills/wb-xhs-humanize-compliance and .opencode/skills/wb-xhs-humanize-compliance in your project.

What does Wb Xhs Humanize Compliance need to run?

SKILL.md names no scripts, command-line tools or credentials: Wb Xhs Humanize Compliance is instructions for the agent only.

Does Wb Xhs Humanize Compliance 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 Wb Xhs Humanize Compliance 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 Wb Xhs Humanize Compliance use?

No licence was found for Wb Xhs Humanize Compliance or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Wb Xhs Humanize Compliance use?

About 835 tokens (SKILL.md is roughly 3.3k 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 Wb Xhs Humanize Compliance?

Skills that share tags, products or a category with Wb Xhs Humanize Compliance: Humanized Chinese Writing Polisher (EthanYoQ/agent-xiaohongshu-workbench, 154 stars), Anti Vibe Writing (weijt606/anti-vibe-writing, 120 stars), Humanizer (Azure-Samples/interview-coach-agent-framework, 173 stars) and Avoid AI Writing (conorbronsdon/avoid-ai-writing, 4.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Wb Xhs Humanize Compliance?

wenziai (a GitHub user) maintains it in wenziai/wenzi-xhs-agent-skills, which has 168 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on September 30, 2026.

Source: wenziai/wenzi-xhs-agent-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.