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.
国内带货转化营销文案:提炼卖点并产出种草、信息流广告、活动促销、电商详情页或落地页的标题、正文和 CTA. An agent skill from ZJU-REAL/Easel.
$ npx skills add ZJU-REAL/Easel --skill copywriting -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ZJU-REAL/Easel copywriting --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/ZJU-REAL/Easel.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/openclaw/copywriting .claude/skills/copywriting && 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 "copywriting" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/copywriting into .claude/skills/copywriting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "copywriting", 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/ZJU-REAL/Easel/tree/main/skills/openclaw/copywritingType 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 ZJU-REAL/Easel --skill copywriting -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ZJU-REAL/Easel copywriting --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/openclaw/copywriting .agents/skills/copywriting && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "copywriting" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/copywriting into .agents/skills/copywriting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "copywriting", 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 ZJU-REAL/Easel --skill copywriting -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ZJU-REAL/Easel copywriting --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/openclaw/copywriting .cursor/skills/copywriting && 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 "copywriting" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/copywriting into .cursor/skills/copywriting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "copywriting", 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/ZJU-REAL/Easel.git --path skills/openclaw/copywriting--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 ZJU-REAL/Easel --skill copywriting -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ZJU-REAL/Easel copywriting --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/openclaw/copywriting .gemini/skills/copywriting && 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 "copywriting" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/copywriting into .gemini/skills/copywriting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "copywriting", 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 ZJU-REAL/Easel copywritingInstalls 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 ZJU-REAL/Easel --skill copywriting -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/openclaw/copywriting .github/skills/copywriting && 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 "copywriting" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/copywriting into .github/skills/copywriting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "copywriting", 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 ZJU-REAL/Easel --skill copywriting -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ZJU-REAL/Easel copywriting --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/openclaw/copywriting .opencode/skills/copywriting && 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 "copywriting" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/copywriting into .opencode/skills/copywriting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "copywriting", 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.
copywriting国内带货转化营销文案:提炼卖点并产出种草、信息流广告、活动促销、电商详情页或落地页的标题、正文和 CTA. An agent skill from ZJU-REAL/Easel.
Copywriting is an agent skill from ZJU-REAL/Easel. 国内带货转化营销文案:提炼卖点并产出种草、信息流广告、活动促销、电商详情页或落地页的标题、正文和 CTA。 当用户说“写种草/广告/活动/促销/详情页/落地页文案、提炼卖点、广告语”时使用。 整套小红书笔记用 xhs-note-creator;涨粉互动内容用 social-content;严格套 PAS/AIDA 等框架用 post-formatter。
Its SKILL.md is about 880 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `EASEL-META.md`, `references/copy-frameworks.md` and `references/natural-transitions.md`).
It sits in Writing & Content, covering Copywriting, Linting and formatting and Social media posts. It works with Xiaohongshu. The repository describes itself as: An open-source AI agent for social media — discover trends, create content, publish everywhere, and learn what works across Xiaohongshu, Douyin, Zhihu, Bilibili, and more.🎨一个开源的… The licence is Apache-2.0.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 278f420. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
python3From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Copywriting loads about 883 tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 48 tokens; SKILL.md has 237 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.
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.
The full file from ZJU-REAL/Easel at commit 278f420, republished under its Apache-2.0 licence (© ZJU-REAL). 237 words, ~883 tokens.
.claude/skills/copywriting/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.为国内营销场景撰写和优化高转化文案:种草、信息流广告、卖点提炼、活动促销、电商详情页、落地页。套经典框架,落国内语境。
| 场景 | 交给谁 | 为什么 |
|---|---|---|
| 卖货/转化导向的营销文案(种草卖点、信息流广告、活动、详情页、落地页) | 本 SKILL | 以"促成购买/转化"为目标,讲卖点、讲收益、给 CTA |
| 整套小红书笔记(多卡片 + caption + hashtags + 去 AI + 校验全流程) | xhs-note-creator | 小红书图文/种草的总入口,不是单条文案 |
| 通用社媒内容(多平台原生格式、钩子、标签、互动引导) | social-content | 偏内容运营/涨粉互动,不强转化 |
| 严格套 PAS/AIDA/BAB/STAR 框架的结构化帖子(200-250 字、移动端排版) | post-formatter | 专做单一框架的规范化帖子 |
一句话分工:要卖货找 copywriting,要整套小红书笔记找 xhs-note-creator,要涨粉找 social-content,要套固定框架排版找 post-formatter。 可串联(本 SKILL 出卖点文案 → post-formatter 排成帖子 → social-content 适配多平台)。
用户 prompt 中提供以下信息(缺失时主动询问):
按文案类型交付对应结构(详见 references/copy-frameworks.md),通常包含:
skills/shared/references/copy-frameworks.md),排出主次。skills/shared/references/copy-frameworks.md 选框架(AIDA / PAS / FAB / 4U / BAB),再按文案类型从 references/copy-frameworks.md 取对应结构模板。skills/shared/references/hook-title-formulas.md 的标题/钩子公式产出 2-3 个备选。references/natural-transitions.md 保持衔接自然、口语流畅。references/writing-style-rules.md 抓营销文案特有的风格(讲利益、信任前置、反问/类比、CTA 给理由);去 AI 味走 text-polisher 权威源并过门禁(../text-polisher/references/{phrases-to-remove,structures-to-avoid,zh-ai-markers}.md)——AI 味自检 ≥45/50、综合质量 ≥35/50,不达标先改再交付。本 SKILL 不维护去 AI 副本。python3 skills/shared/scripts/wordcount.py count -f outputs/主题名/copy.txtsocial_count 与投放位的字符上限比对,超限交给 text-condenser 压缩后重数。outputs/。各类型的结构模板与写法要点见 references/copy-frameworks.md(框架定义见 skills/shared/references/copy-frameworks.md)。核心差异:
| 类型 | 主用框架 | 语气 | 关键 |
|---|---|---|---|
| 种草文案 | 痛点-方案 / 亲测体验 | 亲切、真实、去广告感 | 场景代入、真实体验、避免硬广被限流 |
| 信息流广告 | AIDA / 4U | 直给、抓眼 | 前 1 行定生死、利益前置、CTA 明确 |
| 卖点提炼 | FAB | 精炼 | 特性→优势→利益逐条翻译,排主次 |
| 活动/促销 | 紧迫+价值锚点 | 有节奏、有紧迫感 | 力度清晰、制造紧迫、降低决策成本 |
| 详情页 | FAB + 异议处理 | 专业、可信 | 卖点分层、参数可视化、打消顾虑 |
| 落地页/产品页 | AIDA + 结构化版块 | 依受众 | 首屏价值主张、信任背书、单一主 CTA |
style.md(语气/表达风格)、audience.md(受众画像)、preferences.md(红线禁忌),文案调性、措辞、卖点角度全部对齐 Profile。© ZJU-REAL, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 4 other files (references) in skills/openclaw/copywriting of ZJU-REAL/Easel.
Open the folder on GitHubat commit 278f420
Copywriting 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 |
|---|---|---|---|---|---|---|
| Copywriting this skillZJU-REAL/Easel | 3.4k | — | ~883 | Automated safety check: Pass | Apache-2.0 | |
| Anti Vibe Writingweijt606/anti-vibe-writing | 120 | — | ~3.9k | Automated safety check: Pass | MIT | |
| WeChat Account Topic and Title WriterBigPengSays/bigpeng-hot-gzh | 266 | — | ~501 | Automated safety check: Pass | MIT | |
| Humanized Chinese Writing PolisherEthanYoQ/agent-xiaohongshu-workbench | 154 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Content Writer Agentmastra-ai/mastra | 29k | — | ~1.3k | Automated safety check: Pass | Custom licence | |
| Ig CaptionJakeschincariol/instagram-agent-skill | 760 | — | ~1.2k | Automated safety check: Pass | MIT |
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.
BigPengSays/bigpeng-hot-gzh
Produces topic directions and candidate headlines for WeChat official account articles using seven title formulas, without writing the article itself.
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…
mastra-ai/mastra
Authoring playbook for building agents that draft written content — blog posts, marketing copy, social media posts, newsletters, product descriptions, landing pages, or ad copy.
Jakeschincariol/instagram-agent-skill
Write the Instagram caption - the line that survives the "...
dmccreary/ibook-skills
Publishes and promotes a finished intelligent textbook - GitHub README with badges and site statistics, LinkedIn announcement posts, LinkedIn carousel document posts (PPTX/PDF slideshows), and…
ZJU-REAL/Easel
微信公众号文章排版引擎:把 Markdown / Word(.docx) / PDF / 纯文本转成可直接粘贴进公众号编辑器的 HTML,自动章节编号、关键词标记、引言卡、目录、代码块、图片/GIF、作者签名;主题从 references/theme-index.md…
ZJU-REAL/Easel
微信公众号文章自动创作与发布工具。给定参考文章、文字或文档,自动搜索整理全网相关信息、生成图文并茂的公众号文章,并发布到微信公众号草稿箱。特别强调反 AI 检测写作。
ZJU-REAL/Easel
社媒卡片视觉设计系统:提供配色、中文字体层级、满画幅布局、品类骨架和死空白/密度质检,避免模板化 PPT 与廉价 AI 感。
ZJU-REAL/Easel
生成电商商品视觉方案:主图概念、场景图、详情页视觉方向和 AI 生图 Prompt. An agent skill from ZJU-REAL/Easel.
ZJU-REAL/Easel
将数据或文字内容转化为可视化信息图,支持静态(AntV)和动画 GIF 两种模式。当用户需要制作信息图、数据可视化、流程图、对比图、动画图表、GIF 图表、思维导图、SWOT 分析图时调用。本地渲染信息图/GIF 动画;要单张静态图片 URL 用 chart-visualization,要 CSV/JSON→整页报告用 data-report
ZJU-REAL/Easel
长篇小说/网文连载创作:从世界观、人设和三级大纲写到逐章正文,并用文件化状态维护伏笔、前情和跨章一致性. An agent skill from ZJU-REAL/Easel.
Works with
Categories
国内带货转化营销文案:提炼卖点并产出种草、信息流广告、活动促销、电商详情页或落地页的标题、正文和 CTA. An agent skill from ZJU-REAL/Easel. Copywriting is an agent skill from ZJU-REAL/Easel.
Copywriting fits situations like: tasks that involve Copywriting; tasks that involve Linting and formatting; tasks that involve Social media posts.
Run `npx skills add ZJU-REAL/Easel --skill copywriting -a claude-code`. Or copy the skill folder (skills/openclaw/copywriting in ZJU-REAL/Easel) into .claude/skills/copywriting in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ZJU-REAL/Easel --skill copywriting -a codex`. Or copy the skill folder (skills/openclaw/copywriting in ZJU-REAL/Easel) into .agents/skills/copywriting in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ZJU-REAL/Easel --skill copywriting -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/copywriting, .gemini/skills/copywriting, .github/skills/copywriting and .opencode/skills/copywriting in your project.
Going by SKILL.md and its folder, Copywriting needs the command-line tools its instructions call (python3). Our summary lists: Python 3.
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.
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.
Copywriting is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 883 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. Its references folder adds about 2k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Copywriting: Anti Vibe Writing (weijt606/anti-vibe-writing, 120 stars), WeChat Account Topic and Title Writer (BigPengSays/bigpeng-hot-gzh, 266 stars), Humanized Chinese Writing Polisher (EthanYoQ/agent-xiaohongshu-workbench, 154 stars) and Content Writer Agent (mastra-ai/mastra, 29k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ZJU-REAL (a GitHub organization) maintains it in ZJU-REAL/Easel, which has 3,376 GitHub stars. The repository holds 114 skills in this directory. The repository was last updated on October 9, 2026.
Source: ZJU-REAL/Easel on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.