Agent skill

Skill Wechat Publisher

by ZJU-REAL in 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。

Apache-2.0Auto-check passedProductivity & Automation

Install Skill Wechat Publisher

skills CLI
$ npx skills add ZJU-REAL/Easel --skill skill-wechat-publisher -a claude-code

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

GitHub CLI
$ gh skill install ZJU-REAL/Easel skill-wechat-publisher --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/ZJU-REAL/Easel.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/openclaw/skill-wechat-publisher .claude/skills/skill-wechat-publisher && 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
skill-wechat-publisher
GitHub stars
3.4k
Token cost
~1.8k tokens
SKILL.md length
406 words
Files
127 (incl. scripts, references, assets)
Skills in repo
114
Repo updated
First seen
Licence
Apache-2.0

At a glance

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。

  • Tasks that involve Messaging and chat bots
  • SKILL.md covers ⚠️ 环境依赖(部分可跑), 账号与人格, 前置条件 and 完整工作流程(7 阶段,第 7 为可选 opt-in), plus 5 more sections
  • Calls python3

What it does

Skill Wechat Publisher is an agent skill from 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。 触发场景(沾边就用):用户提到"公众号 / 微信文章 / 推文 / 公号 / 发文 / mp / 草稿箱 / 群发",或要求把话题/文档/笔记写成公众号文章并发布到微信。

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 128 other files, including scripts, reference files and assets (for example `EASEL-META.md`, `assets/image-styles/README.md` and `assets/image-styles/blue.json`).

It sits in Productivity & Automation, covering Messaging and chat bots. It works with WeChat. 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.

When your agent uses it

  • Tasks that involve Messaging and chat bots

Example prompts

  • “公众号 / 微信文章 / 推文 / 公号 / 发文 / mp / 草稿箱 / 群发”
  • “/skill-wechat-publisher”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit ede33b8. 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

    Ships 1 file in scripts/, which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    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

Skill Wechat Publisher loads about 1.8k tokens when it runs, and up to ~9.5k if it reads all its reference files. Until then it costs about 48 tokens; SKILL.md has 406 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~48
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~9.5k

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); the scripts in this folder are not scanned.

SKILL.md

The full file from ZJU-REAL/Easel at commit ede33b8, republished under its Apache-2.0 licence (© ZJU-REAL). 406 words, ~1,769 tokens.

Download SKILL.mdSave it as .claude/skills/skill-wechat-publisher/SKILL.md (or your agent's skills folder). This skill also uses 126 other files; get the full folder from GitHub.
name
skill-wechat-publisher
description
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。 触发场景(沾边就用):用户提到"公众号 / 微信文章 / 推文 / 公号 / 发文 / mp / 草稿箱 / 群发",或要求把话题/文档/笔记写成公众号文章并发布到微信。
layer
publish

微信公众号文章自动创作与发布

从素材输入到公众号草稿箱的完整自动化流程:用户只需提供话题或参考资料,skill 完成搜索调研、撰写、配图、排版、AI 味自检、发布。

不要调用 baoyu-post-to-wechat skill。 路由时同时看到两者,一律选本 skill(wechat-publisher),它带多账号 / 主题排版 / 反 AI 检测 gate。

⚠️ 环境依赖(部分可跑)

能力状态依赖
公众号发草稿(publish.py → 默认后台会话)✅ 可跑先扫码登录公众号后台(skills/shared/scripts/weixin_mp_stats.py login,或 Web 账号页「登录公众号后台」)。免 app_id/app_secret、免 IP 白名单,只创建草稿,不自动群发
公众号发草稿(publish.py --official-api → 官方 HTTP API,回退)✅ 可跑wechat-publisher.yaml 的 app_id/app_secret + 出口 IP 加进公众号 IP 白名单
反 AI 检测(ai_score.py)✅ 可跑纯本地,无外部依赖
MD→公众号排版(html_converter.py)✅ 可跑纯本地
生成配图(generate_image.py)❌ 当前不可用需图像 API key(OpenAI Images / Gemini 代理)
多平台同步(multi_publish.py,阶段七)❌ 当前不可用需浏览器 + Wechatsync Chrome 扩展

核心链路(写作→排版→反 AI 检测→发草稿)的 Markdown / HTML 入口默认复用已扫码的公众号后台会话,不要求 wechat-publisher.yaml 或 app_id/app_secret;仅显式选择 --official-api 时需要官方 API 凭证。配图缺 key 时改用外部生图或跳过,多平台同步默认不启用。

账号与人格

YAML 示例提供 2 个账号配置:main(刷屏AI / 飞哥 / refined-blue,热情北京口语,面向 AI 产品)与 tech(蒜是哪根葱 / 葱哥 / minimal-mono,冷幽默技术直男,面向工程实践)。官方 API 模式按 --account 或 YAML 的 default 选择账号。后台会话模式的实际发布账号以当前扫码登录的公众号为准,--account 不会切换浏览器登录态;没有 YAML 时,可用 --author / --theme 指定署名和主题,并优先使用当前 Easel Profile 的语气。

必须按当前账号的 voice 改写语气 —— 两个号写出明显风格差异,这本身就是反 AI 检测的关键(平台对每个号建历史文风基线)。

前置条件

以下命令均从 Easel 项目根目录运行。

默认:公众号后台会话(Markdown / HTML)

先检查已有登录态,不要因缺少 YAML 或官方 API 凭证而停止发布:

bash
python3 skills/shared/scripts/weixin_mp_stats.py whoami
# 仅在确认未登录或会话过期时执行,也可在 Web 账号页扫码登录
python3 skills/shared/scripts/weixin_mp_stats.py login

loggedIn: true 时继续使用默认的 publish.py --input / --html 流程;检查报错时先排查具体异常,不把网络或浏览器错误当成缺少 API 凭证。会话模式无需创建 wechat-publisher.yaml、调用 wechat_api.py 验证 token 或配置 IP 白名单。

可选回退:官方 API(--official-api)

只有显式选择官方 API 发布时,才执行以下凭证配置与连接检查:

bash
cp skills/openclaw/skill-wechat-publisher/wechat-publisher.yaml.example skills/openclaw/skill-wechat-publisher/wechat-publisher.yaml
# 编辑该文件,填写 app_id / app_secret / author / theme,并在公众号后台配置出口 IP 白名单
python3 skills/openclaw/skill-wechat-publisher/scripts/wechat_api.py list-accounts
# 验证 API 连接,仅输出状态,不输出 token
(cd skills/openclaw/skill-wechat-publisher/scripts && python3 -c "from wechat_api import get_access_token; get_access_token(); print('OK')")

官方 API 配置文件固定放 skill 根目录(config.py::_find_unified_yaml() 只查此处),所选账号必须有 app_id 和 app_secret。API 参数细节见 references/api_reference.md,错误码见 references/errors.md。这些要求不适用于默认的后台会话发布。

完整工作流程(7 阶段,第 7 为可选 opt-in)

阶段一:理解需求与收集素材

搞清用户要什么,同时采集真人味原料(具体人名/时间/金额/产品版本/踩过的坑 —— 反 AI 检测最重要原料)。识别目标账号(AI 产品→main,工程→tech),选定 article_structure + opening_hook。产出 outputs/主题名/brief.md。

阶段二:全网信息搜索与整理

既搜权威层(WebSearch:资讯/数据/案例/官方报告),也搜真人层(Reddit/HN/V2EX/即刻/X/小红书的原话作语料)。关键数据多源交叉。产出 research.md,每条标来源、分层。

阶段三:撰写骨架稿(第一轮)

按结构写初稿,允许有 AI 味(下一阶段专门人味化)。article_structure 8 种、opening_hook 7 种的完整选择规则与写法见 references/article-structures.md。骨架稿阶段就主动混用行内标色(见 references/inline-markup.md)。避免"首先/其次""值得一提的是""随着…的发展"等 AI 套话。

阶段 3.5:人味化改写 pass(反 AI 检测核心)

独立 pass,不与阶段三混。对骨架稿逐段过 9 条强制清单(Burstiness / 句式多样性 / AI 高频词黑名单 / 开头破冰 / 人称立场 / 事实密度 / 标点多样性 / 结构不完美 / 按账号 voice 过滤)。每条阈值、完整禁用词表、改写示例必须逐条对照 references/anti-ai-checklist.md。

阶段四:生成配图(当前环境需外部 key)

默认风格 hand-drawn-blue;有具体数字/对比→用 infographic-*,金句大字→用 marker-*;图内需一字不差的文字→改走排版卡 typeset-card(HTML/CSS → 无头 Chrome 2× 截图)。风格选择、共享视觉原则见 references/image-styles-guide.md;排版卡设计系统见 references/typeset-card.md。一篇 6-10 张,统一一种风格。生图入口 scripts/generate_image.py(需图像 API key),上传用 scripts/image_handler.py upload。

阶段五:格式转换与排版
bash
python3 skills/openclaw/skill-wechat-publisher/scripts/html_converter.py article.md --theme refined-blue -o article.html
python3 skills/openclaw/skill-wechat-publisher/scripts/html_converter.py article.md --list-themes

主题一般由 publish.py --account 自动从 yaml 读。15 套主题的推荐表与视觉简介见 references/themes.md,行内标色系统见 references/inline-markup.md。主题预览:assets/theme-previews/index.html。

Show full SKILL.md (168 more words)Show less
阶段 5.5:AI 味自检 gate(publish.py 内置强制拦截)

publish.py 发草稿前自动调 ai_score.check_ai_score(),分数 ≥ 阈值(默认 45)直接拦住。阈值:<35 🟢PASS / 35-45 🟡WARN / ≥45 🔴FAIL。手动看细节报告:

bash
python3 skills/openclaw/skill-wechat-publisher/scripts/ai_score.py outputs/主题名/article.md --threshold 45

命中时按脚本列出的 AI 套话/高频词逐句重写整个句式(不只换词),重跑到通过。可选双保险:朱雀 / GPTZero 第三方检测。

阶段六:发布到草稿箱(默认走后台会话,不自动群发)
bash
python3 skills/openclaw/skill-wechat-publisher/scripts/publish.py --account main \
  --input outputs/主题名/article.md \
  --cover .../cover.jpg --title "标题" --digest "120 字以内摘要" --exec

默认走公众号后台会话发布(免 app_secret、免 IP 白名单)——前提是已扫码登录后台 (skills/shared/scripts/weixin_mp_stats.py login,或 Web 账号页「登录公众号后台」);封面与正文内嵌图会自动传 mp CDN。 若后台未登录会报错提示先登录。加 --official-api 可回退到官方 HTTP API(需 app_secret + IP 白名单)。 先省略 --exec 预览账号、模式和输入;dry-run 只打印参数,不验证登录态、上传或建草稿,不能据此宣称发布成功。向用户展示标题/摘要并取得确认后再执行。成功后调用 skill-publish-log 记录草稿;再告知用户登录 mp.weixin.qq.com 查看/群发。

阶段七:多平台同步(可选,默认不启用,当前环境不可用)

一键同步到知乎/掘金/CSDN/头条(均存草稿)。基于 Wechatsync Chrome 扩展 + @wechatsync/cli,需浏览器。触发方式与失败处理见 references/multi-platform-sync.md。

贴图模式(newspic,与文章模式并列)

对标公众号"图片消息":5-10 张卡片墙 + 100-300 字短描述。4 步:brief.md → newspic_build.py 拆卡 → generate_image.py 批量生图 → publish.py --type newspic。短文本过精简版 AI 味 gate(ai_score.py --mode newspic)。字段说明、判据、限制见 references/newspic-mode.md。

文件组织约定

所有产物放项目内 outputs/主题名/:最终稿和封面在目录顶层,研究稿、调试 HTML、配图等中间文件放 assets/。不要把临时产物写到 Skill 根目录。

脚本说明

脚本用途
publish.py完整发布(一键,含 AI 味 gate),支持 --type news|newspic
generate_image.py统一生图入口(需图像 API key)
newspic_build.py贴图拆卡器(brief.md → card_plan.json)
wechat_api.pyfacade —— 重导出下述模块 + CLI
config.py(内部)yaml + 配图风格加载 / set_account / get_config
wechat_token.py(内部)get_access_token,本地缓存
api.py(内部)图片上传 / 草稿 / 发布
html_converter.pyMarkdown → 微信 HTML(多主题 + 行内标色)
image_handler.py图片下载 / 上传 / 替换
ai_score.py反 AI 检测自检(--mode news|newspic)
multi_publish.py多平台同步(阶段七,默认不启用,需浏览器)

Profile 感知

有 Easel Profile 时,用 Profile 的账号定位/受众/语气凝练覆盖账号 voice;无 Profile 时退到 yaml 内置 main/tech 双账号 voice。

注意事项

  • 文章始终发草稿箱,不自动群发;后台会话发布到当前扫码账号,官方 API 模式才用 --account 选择发布账号。
  • 默认 dry-run;没有用户对当前标题、摘要、账号和素材的明确确认,不得添加 --exec。
  • Markdown、HTML 与贴图三条入口都会在上传前扫描密钥、内部地址和路径,命中时必须改稿,不得绕过。
  • 两账号 voice/theme 差异是反 AI 检测策略的一部分,不要趋同。
  • 错误码(40164 IP 白名单 / 40001 token / 48001 未授权等)见 references/errors.md。

© 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

Files

SKILL.md and 126 other files (scripts, references, assets) in skills/openclaw/skill-wechat-publisher of ZJU-REAL/Easel.

  • SKILL.md
  • EASEL-META.md
  • assets/image-styles/README.md
  • assets/image-styles/blue.json
  • assets/image-styles/data-chart.json
  • assets/image-styles/flat-editorial.json
  • assets/image-styles/hand-drawn-blue.json
  • assets/image-styles/illustrated-warm.json
  • assets/image-styles/infographic-blue.json
  • assets/image-styles/infographic-dark.json
  • assets/image-styles/infographic-mint.json
  • assets/image-styles/infographic-warm.json
  • assets/image-styles/knowledge-card.json
  • assets/image-styles/magazine-editorial.json
  • assets/image-styles/marker-coral.json
  • assets/image-styles/marker-lime.json
  • assets/image-styles/marker-pink.json
  • assets/image-styles/marker-sky.json
  • assets/image-styles/marker-violet.json
  • … and 108 more

Open the folder on GitHubat commit ede33b8

Compare with similar skills

Skill Wechat Publisher 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 Wechat Publisher compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Skill Wechat Publisher this skillZJU-REAL/Easel3.4k—~1.8kAutomated safety check: PassApache-2.0
She Love Me863401402/she-love-me9311 repos~1.3kAutomated safety check: PassMIT
Wechat Article Extractorfreestylefly/wechat-article-extractor-skill1361 repos~1kAutomated safety check: PassNone
Wechat Miniprogram Builderchenjin-cmd/wechat-miniprogram-builder356—~634Automated safety check: PassMIT
Wechat Mp Writerth3ee9ine/wechat-claw-skill207—~1.4kAutomated safety check: PassMIT
Qiaomu Wx Videojoeseesun/qiaomu-wx-video135—~751Automated safety check: PassMIT

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    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…

    3.4k GitHub stars~2.1k tokensUpdated today
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  • Card Design

    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。

    3.4k GitHub stars~657 tokensUpdated today
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  • Ecom Details Image

    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.

    3.4k GitHub stars~1.1k tokensUpdated today
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  • Infographic

    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

    3.4k GitHub stars~643 tokensUpdated today
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  • Novel Writer

    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.

    3.4k GitHub stars~1k tokensUpdated today
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  • Paper Explainer

    ZJU-REAL/Easel

    科研论文解读:解析 arXiv/PDF 的公式与图表,提炼问题、贡献、方法、关键图和结论,再产出 B站/视频号解读视频或知乎/公众号图文。

    3.4k GitHub stars~1.4k tokensUpdated today
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Works with

Questions about Skill Wechat Publisher

What does Skill Wechat Publisher do?

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。. Skill Wechat Publisher is an agent skill from ZJU-REAL/Easel.

When should I use Skill Wechat Publisher?

Skill Wechat Publisher fits situations like: tasks that involve Messaging and chat bots.

How do I install Skill Wechat Publisher in Claude Code?

Run `npx skills add ZJU-REAL/Easel --skill skill-wechat-publisher -a claude-code`. Or copy the skill folder (skills/openclaw/skill-wechat-publisher in ZJU-REAL/Easel) into .claude/skills/skill-wechat-publisher in your project. Claude Code loads it when a task matches its description.

How do I install Skill Wechat Publisher in Codex?

Run `npx skills add ZJU-REAL/Easel --skill skill-wechat-publisher -a codex`. Or copy the skill folder (skills/openclaw/skill-wechat-publisher in ZJU-REAL/Easel) into .agents/skills/skill-wechat-publisher in your project. Codex loads it when a task matches its description.

Can I use Skill Wechat Publisher 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 ZJU-REAL/Easel --skill skill-wechat-publisher -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-wechat-publisher, .gemini/skills/skill-wechat-publisher, .github/skills/skill-wechat-publisher and .opencode/skills/skill-wechat-publisher in your project.

What does Skill Wechat Publisher need to run?

Going by SKILL.md and its folder, Skill Wechat Publisher needs the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Skill Wechat Publisher 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 Skill Wechat Publisher 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Skill Wechat Publisher use?

Skill Wechat Publisher 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.

How many tokens does Skill Wechat Publisher use?

About 1.8k tokens (SKILL.md is roughly 7.1k 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 7.8k tokens, read only when the agent opens those files.

What are the alternatives to Skill Wechat Publisher?

Skills that share tags, products or a category with Skill Wechat Publisher: She Love Me (863401402/she-love-me, 931 stars), Wechat Article Extractor (freestylefly/wechat-article-extractor-skill, 136 stars), Wechat Miniprogram Builder (chenjin-cmd/wechat-miniprogram-builder, 356 stars) and Wechat Mp Writer (th3ee9ine/wechat-claw-skill, 207 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Skill Wechat Publisher?

ZJU-REAL (a GitHub organization) maintains it in ZJU-REAL/Easel, which has 3,441 GitHub stars. The repository holds 114 skills in this directory. The repository was last updated on October 11, 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.