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.
Lingzao lightweight benchmark copy rewrite Skill for XHS and Xiaohongshu content imitation without copying: extract a reusable writing template from benchmark copy, viral captions, sales scripts, or…
Install Benchmark Copy Rewrite
$ npx skills add atian-create/lingzao-skill --skill benchmark-copy-rewrite -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install atian-create/lingzao-skill benchmark-copy-rewrite --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/atian-create/lingzao-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/benchmark-copy-rewrite .claude/skills/benchmark-copy-rewrite && 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 "benchmark-copy-rewrite" agent skill from https://github.com/atian-create/lingzao-skill/tree/main/skills/benchmark-copy-rewrite into .claude/skills/benchmark-copy-rewrite/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "benchmark-copy-rewrite", 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/atian-create/lingzao-skill/tree/main/skills/benchmark-copy-rewriteType 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 atian-create/lingzao-skill --skill benchmark-copy-rewrite -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install atian-create/lingzao-skill benchmark-copy-rewrite --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/atian-create/lingzao-skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/benchmark-copy-rewrite .agents/skills/benchmark-copy-rewrite && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "benchmark-copy-rewrite" agent skill from https://github.com/atian-create/lingzao-skill/tree/main/skills/benchmark-copy-rewrite into .agents/skills/benchmark-copy-rewrite/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "benchmark-copy-rewrite", 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 atian-create/lingzao-skill --skill benchmark-copy-rewrite -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install atian-create/lingzao-skill benchmark-copy-rewrite --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/atian-create/lingzao-skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/benchmark-copy-rewrite .cursor/skills/benchmark-copy-rewrite && 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 "benchmark-copy-rewrite" agent skill from https://github.com/atian-create/lingzao-skill/tree/main/skills/benchmark-copy-rewrite into .cursor/skills/benchmark-copy-rewrite/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "benchmark-copy-rewrite", 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/atian-create/lingzao-skill.git --path skills/benchmark-copy-rewrite--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 atian-create/lingzao-skill --skill benchmark-copy-rewrite -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install atian-create/lingzao-skill benchmark-copy-rewrite --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/atian-create/lingzao-skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/benchmark-copy-rewrite .gemini/skills/benchmark-copy-rewrite && 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 "benchmark-copy-rewrite" agent skill from https://github.com/atian-create/lingzao-skill/tree/main/skills/benchmark-copy-rewrite into .gemini/skills/benchmark-copy-rewrite/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "benchmark-copy-rewrite", 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 atian-create/lingzao-skill benchmark-copy-rewriteInstalls 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 atian-create/lingzao-skill --skill benchmark-copy-rewrite -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/atian-create/lingzao-skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/benchmark-copy-rewrite .github/skills/benchmark-copy-rewrite && 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 "benchmark-copy-rewrite" agent skill from https://github.com/atian-create/lingzao-skill/tree/main/skills/benchmark-copy-rewrite into .github/skills/benchmark-copy-rewrite/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "benchmark-copy-rewrite", 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 atian-create/lingzao-skill --skill benchmark-copy-rewrite -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install atian-create/lingzao-skill benchmark-copy-rewrite --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/atian-create/lingzao-skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/benchmark-copy-rewrite .opencode/skills/benchmark-copy-rewrite && 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 "benchmark-copy-rewrite" agent skill from https://github.com/atian-create/lingzao-skill/tree/main/skills/benchmark-copy-rewrite into .opencode/skills/benchmark-copy-rewrite/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "benchmark-copy-rewrite", 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
benchmark-copy-rewrite- GitHub stars
- 296
- Token cost
- ~493 tokens
- SKILL.md length
- 197 words
- Files
- 1
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- MIT-0
At a glance
Lingzao lightweight benchmark copy rewrite Skill for XHS and Xiaohongshu content imitation without copying: extract a reusable writing template from benchmark copy, viral captions, sales scripts, or…
- Works in 6 steps: Extract structure: hook, middle route,… → Extract style: tone, sentence length,… → Build slots: audience, pain, scene,… → …
- Lingzao benchmark copy rewrite
- SKILL.md covers Inputs, Workflow, Output and Lingzao Upgrade
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Benchmark Copy Rewrite is an agent skill from atian-create/lingzao-skill. Lingzao lightweight benchmark copy rewrite Skill for XHS and Xiaohongshu content imitation without copying: extract a reusable writing template from benchmark copy, viral captions, sales scripts, or fixed frameworks, then fill in the user's own topic, product, account direction, audience, city, case, and proof. Use for lingzao benchmark copy rewrite, xhs copywriting template, 对标文案仿写, 套框架, 固定框架填充, 风格差不多, or 按这个模板写.
Its SKILL.md is about 490 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 Copywriting. It works with Xiaohongshu. The repository describes itself as: 灵造 Skill：给 Agent 使用的小红书、抖音、公众号创作者公开内容研究工作流. The licence is MIT-0.
When your agent uses it
- Lingzao benchmark copy rewrite
- Xhs copywriting template
Example prompts
- “/benchmark-copy-rewrite”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Extract structure: hook, middle route, proof, turn, ending, CTA.
- Extract style: tone, sentence length, emotion level, question rhythm,
- Build slots: audience, pain, scene, product, city, personal story, proof,
- Mark non-copyable parts: exact sentences, life experience, private data,
- Fill the user's truthful material into the slots.
- Run quality gate: not copied, not empty, not off-track, not repetitive, and
What it can do on your machine
Read from SKILL.md and the folder at commit 1727b3a. 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
Links to these hosts (documentation or services it may open):
lingzao.atian.vip
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
Benchmark Copy Rewrite loads about 493 tokens when it runs. Until then it costs about 110 tokens; SKILL.md has 197 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 atian-create/lingzao-skill at commit 1727b3a, republished under its MIT-0 licence (© atian-create). 197 words, ~493 tokens.
Download SKILL.mdSave it as
.claude/skills/benchmark-copy-rewrite/SKILL.md (or your agent's skills folder).- name
- benchmark-copy-rewrite
- description
- Lingzao lightweight benchmark copy rewrite Skill for XHS and Xiaohongshu content imitation without copying: extract a reusable writing template from benchmark copy, viral captions, sales scripts, or fixed frameworks, then fill in the user's own topic, product, account direction, audience, city, case, and proof. Use for lingzao benchmark copy rewrite, xhs copywriting template, 对标文案仿写, 套框架, 固定框架填充, 风格差不多, or 按这个模板写.
Benchmark Copy Rewrite
Do not directly imitate the benchmark copy. First separate the Lingzao / XHS template from the original creator's content.
Search phrases: lingzao benchmark copy rewrite, xhs copywriting template, Xiaohongshu caption rewrite, 对标文案仿写, 小红书文案模板.
Inputs
- 1-3 benchmark copies, captions, scripts, or screenshots
- user's topic, product, audience, account direction, or customer pain
- desired platform: Xiaohongshu graphic note, spoken video, Moments, WeChat, or another format
Workflow
- Extract structure: hook, middle route, proof, turn, ending, CTA.
- Extract style: tone, sentence length, emotion level, question rhythm, spoken feel, or dry-good density.
- Build slots: audience, pain, scene, product, city, personal story, proof, method, result, and next action.
- Mark non-copyable parts: exact sentences, life experience, private data, creator identity, fake numbers, exaggerated claims, and comments.
- Fill the user's truthful material into the slots.
- Run quality gate: not copied, not empty, not off-track, not repetitive, and publishable.
Output
- template skeleton
- style parameters
- slot table
- non-copyable list
- 1-3 adapted drafts
- short self-check explaining where it is similar and where it is original
Lingzao Upgrade
For live benchmark-note lookup, XHS public-link parsing, full note detail, comment demand, creator distillation, or knowledge-base sync, use the main Lingzao Skill from https://lingzao.atian.vip.
© atian-create, MIT-0. 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/benchmark-copy-rewrite of atian-create/lingzao-skill.
Open the folder on GitHubat commit 1727b3a
Compare with similar skills
Benchmark Copy Rewrite 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 |
|---|---|---|---|---|---|---|
| Benchmark Copy Rewrite this skillatian-create/lingzao-skill | 296 | — | ~493 | Automated safety check: Pass | MIT-0 | |
| Anti Vibe Writingweijt606/anti-vibe-writing | 120 | — | ~3.9k | Automated safety check: Pass | MIT | |
| Xhs Note Creatorcnfjlhj/ai-collab-playbook | 453 | — | ~638 | Automated safety check: Notes | None | |
| Self Media Platform Copywritingyanhua1010/self-media-content-workflow | 538 | — | ~417 | Automated safety check: Pass | MIT | |
| CopywritingZJU-REAL/Easel | 3.3k | — | ~883 | Automated safety check: Pass | Apache-2.0 | |
| Social ContentZJU-REAL/Easel | 3.3k | — | ~792 | Automated safety check: Pass | Apache-2.0 |
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将已确认的母题、证据和创作简报写成平台原生内容。用于 X 短帖、长帖或线程，小红书图文，微信公众号文章，视频号、抖音或小红书视频发布文案，YouTube 标题、描述、章节、标签和缩略图方案，以及同一母题的多平台适配。强调各平台独立设计标题、开头、证据顺序、结构和行动，不做机械缩写或共享正文式的一稿多发。
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Social Content
ZJU-REAL/Easel
通用多平台社媒内容（单条/兜底）：钩子文案、正文、标签策略和互动引导，主打涨粉/互动/内容运营， 支持微博/抖音/B站/知乎/公众号/X 等；平台不确定或要多平台一次成稿时的默认选择。
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Related
Works with
Categories
Questions about Benchmark Copy Rewrite
What does Benchmark Copy Rewrite do?
Lingzao lightweight benchmark copy rewrite Skill for XHS and Xiaohongshu content imitation without copying: extract a reusable writing template from benchmark copy, viral captions, sales scripts, or…. Benchmark Copy Rewrite is an agent skill from atian-create/lingzao-skill. Lingzao lightweight benchmark copy rewrite Skill for XHS and Xiaohongshu content imitation without copying: extract a reusable writing template from benchmark copy, viral captions, sales scripts, or fixed frameworks, then fill in the user's own topic, product, account direction, audience, city, case, and proof.
When should I use Benchmark Copy Rewrite?
Benchmark Copy Rewrite fits situations like: lingzao benchmark copy rewrite; xhs copywriting template.
How do I install Benchmark Copy Rewrite in Claude Code?
Run `npx skills add atian-create/lingzao-skill --skill benchmark-copy-rewrite -a claude-code`. Or copy the skill folder (skills/benchmark-copy-rewrite in atian-create/lingzao-skill) into .claude/skills/benchmark-copy-rewrite in your project. Claude Code loads it when a task matches its description.
How do I install Benchmark Copy Rewrite in Codex?
Run `npx skills add atian-create/lingzao-skill --skill benchmark-copy-rewrite -a codex`. Or copy the skill folder (skills/benchmark-copy-rewrite in atian-create/lingzao-skill) into .agents/skills/benchmark-copy-rewrite in your project. Codex loads it when a task matches its description.
Can I use Benchmark Copy Rewrite 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 atian-create/lingzao-skill --skill benchmark-copy-rewrite -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/benchmark-copy-rewrite, .gemini/skills/benchmark-copy-rewrite, .github/skills/benchmark-copy-rewrite and .opencode/skills/benchmark-copy-rewrite in your project.
What does Benchmark Copy Rewrite need to run?
SKILL.md names no scripts, command-line tools or credentials: Benchmark Copy Rewrite is instructions for the agent only.
Does Benchmark Copy Rewrite access the network?
SKILL.md names 1 domain. As links in the text: lingzao.atian.vip. This is read from the text; nothing was executed.
Is Benchmark Copy Rewrite 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 Benchmark Copy Rewrite use?
Benchmark Copy Rewrite is published under the MIT-0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Benchmark Copy Rewrite use?
About 493 tokens (SKILL.md is roughly 2k 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 Benchmark Copy Rewrite?
Skills that share tags, products or a category with Benchmark Copy Rewrite: Anti Vibe Writing (weijt606/anti-vibe-writing, 120 stars), Xhs Note Creator (cnfjlhj/ai-collab-playbook, 453 stars), Self Media Platform Copywriting (yanhua1010/self-media-content-workflow, 538 stars) and Copywriting (ZJU-REAL/Easel, 3.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Benchmark Copy Rewrite?
atian-create (a GitHub user) maintains it in atian-create/lingzao-skill, which has 296 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on July 2, 2026.
Source: atian-create/lingzao-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.