by ZCZHAO-1999
Agent-ready writing studio for Chinese WeChat articles, English essays, research writing, human voice editing, source-bound data storytelling, and statistical graphics.
# Add to your Claude Code skills
git clone https://github.com/ZCZHAO-1999/shakespeare-writing-studioGuides for using ai agents skills like shakespeare-writing-studio.
shakespeare-writing-studio is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by ZCZHAO-1999. Agent-ready writing studio for Chinese WeChat articles, English essays, research writing, human voice editing, source-bound data storytelling, and statistical graphics. It has 51 GitHub stars.
shakespeare-writing-studio's catalog security scan is still queued. You can run an instant dependency and prompt-injection check now with the "Scan for vulnerabilities" button above.
Clone the repository with "git clone https://github.com/ZCZHAO-1999/shakespeare-writing-studio" and add it to your Claude Code skills directory (see the Installation section above). shakespeare-writing-studio ships a SKILL.md manifest, so compatible agents can discover and load it automatically.
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Unlocks once the catalog security scan passes (runs nightly).
The deep catalog scan for this skill is still queued. Run an instant dependency check now instead.
This workflow turns a rough idea, draft, notes, transcript, outline, or research question into a publish-ready writing package.
Treat Chinese and English work as modules inside one editorial system. Select modules by platform, language, article type, and visual need.
final.md: publish-ready article, essay, memo, speech, or research note.wechat-ready.html, medium-ready.html, or clean web preview.assets/*.svg, charts/*.svg, cover, mechanism diagram, source-backed chart, statistical atlas, timeline, map, or data card.publishing-note.md: title options, subtitle/deck, social copy, source cautions, visual notes, AI-feel cleanup notes.Always read the relevant modules before writing.
For every task:
references/source-quality.md before any background search.references/human-voice.md before rewriting.references/editorial-lessons.md before drafting, titling, or designing visuals.references/visual-production.md before any cover, chart, diagram, or image.references/editorial-qa.md before delivery.For Chinese WeChat:
references/wechat/chinese-finance-tech-writing.mdreferences/wechat/wechat-layout-patterns.mdreferences/wechat/layout-wechat.mdFor English long-form:
references/medium-writing-patterns.mdreferences/platform-formats.mdFor research and data:
references/research-data.mdreferences/data-visuals.mdFor final release:
references/release-gate.mdExtract:
Before drafting, write the stance in one sentence. If it reads like "this trend is important," "值得关注," or "there are opportunities and challenges," rebuild the argument before polishing.
If the user gives a sharper title direction, preserve its tension and keywords. Do not smooth it into a safer generic title.
Pick one primary format:
The format controls the opening, section rhythm, evidence density, visual density, and ending.
Use research only when it materially improves the piece.
Allowed:
Rejected:
Every number used in the article or visual must have a source and date.
Rules:
Visuals are shared across Chinese and English work. Statistical graphics, covers, timelines, mechanism diagrams, and source-backed charts are available to both.
Before making a visual:
Hard rule: do not default to dark background. Dark visuals are allowed only when the article's subject, tone, and metaphor justify them.
For research-led articles, consider one hero statistical graphic when the reader needs to see a system rather than one metric.
Cover rule: the cover must be understood in 3 seconds on a phone. Avoid literal mountain / flag / summit graphics, generic route maps, cheap arrows, and abstract node diagrams unless the article itself demands that metaphor.
Produce:
The piece is not done until:
[TK] or ◻◻.publishing-note.md.Shakespeare Writing Studio is an agent-ready editorial system for producing publish-ready writing in Chinese and English.
It supports WeChat articles, Medium/Substack essays, research notes, op-eds, founder memos, speeches, data storytelling, statistical graphics, HTML previews, and complete publishing packages.
The goal is simple: turn a rough idea, draft, notes, transcript, or research question into work that has a point of view, reads like a human wrote it, cites serious sources, and looks ready to publish.
final.md: publish-ready article, essay, memo, speech, or research note.wechat-ready.html, medium-ready.html, or clean web HTML.publishing-note.md: title options, subtitle/deck, social copy, source cautions, visual notes, paste steps, and AI-feel cleanup notes.Strong writing needs more than fluent paragraphs.
This workflow checks for:
If a paragraph, chart, or cover could appear in any article on the internet, it usually needs to be rebuilt.
Start with:
This repository is packaged for both marketplace-style plugin installation and direct agent reading.
Codex / OpenAI-style marketplace:
codex plugin marketplace add https://github.com/ZCZHAO-1999/shakespeare-writing-studio
Claude-style marketplace:
claude plugin marketplace add https://github.com/ZCZHAO-1999/shakespeare-writing-studio
If your agent does not support plugin marketplaces yet, point it at:
AGENTS.md
or copy this skill folder into your agent's skills directory:
plugins/shakespeare-writing-studio/skills/shakespeare-writing-studio
For chat-only tools such as DeepSeek, Doubao, Kimi, Qwen, or a browser chatbot, use the copy-paste prompt pack:
The chat-only path cannot install a plugin, but it can follow the same editorial workflow if you paste the prompt, then paste your topic, draft, notes, or source links.
Plugin manifests:
Core references:
Platform references:
The visual style must come from the article.
No default dark mode. No default purple. No generic tech cards. No chart added just to look serious.
Before creating a visual, choose the job:
Then choose the direction from the story:
Rejected cover patterns include literal mountain/flag/summit graphics, cheap up-arrows, generic node maps, unreadable tiny labels, decorative dark plates, and private metaphors the reader has to decode.
Background research must use serious sources.
Preferred:
Rejected:
Works with:
Search keywords:
Before release:
Shakespeare Writing Studio 是一套面向 AI agent 的写作与出版工作流，用来生产可发布的中文和英文内容。
它可以处理微信公众号文章、Medium/Substack 英文长文、研究笔记、观点文章、创始人备忘录、演讲稿、数据叙事、统计图、信息图、HTML 预览和完整发布包。
目标很明确：把一个粗糙主题、草稿、访谈、资料包或研究问题，推进成一篇有观点、有人味、有来源、有排版、有视觉质量的成稿。
final.md：可发布正文、长文、备忘录、演讲稿或研究笔记。wechat-ready.html、medium-ready.html 或干净网页 HTML。publishing-note.md：标题组、副标题、社交文案、来源提示、视觉说明、复制发布步骤和 AI 腔清理说明。顶级文章不只是句子流畅。
这套流程会检查：
如果一段话、一张图或一个封面可以放进任何文章里，它通常就需要重做。
从这里开始：
这个仓库已经同时支持 marketplace 风格安装和普通 agent 直接读取。
Codex / OpenAI 风格 marketplace：
codex plugin marketplace add https://github.com/ZCZHAO-1999/shakespeare-writing-studio
Claude 风格 marketplace：
claude plugin marketplace add https://github.com/ZCZHAO-1999/shakespeare-writing-studio
如果你的 agent 还不支持 plugin marketplace，直接让它读取：
AGENTS.md
或者把这个 skill 文件夹复制到对应 agent 的 skills 目录：
plugins/shakespeare-writing-studio/skills/shakespeare-writing-studio
如果对方只会用 DeepSeek、豆包、Kimi、通义千问或网页聊天机器人，直接使用复制粘贴版 Prompt Pack：
聊天工具无法真正安装 plugin，但只要先粘贴这段 prompt，再粘贴选题、草稿、资料或链接，就可以按同一套编辑流程工作。
插件文件：
核心参考：