Shakespeare Writing Studio
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.
What It Produces
final.md: publish-ready article, essay, memo, speech, or research note.- Platform preview:
wechat-ready.html,medium-ready.html, or clean web HTML. - Visual assets: covers, timelines, evidence cards, mechanism diagrams, data charts, statistical atlases, maps, word clouds, or source-backed explainers.
publishing-note.md: title options, subtitle/deck, social copy, source cautions, visual notes, paste steps, and AI-feel cleanup notes.
Core Standard
Strong writing needs more than fluent paragraphs.
This workflow checks for:
- a clear, arguable stance
- a title with tension and search value
- a concrete opening
- paragraph rhythm that works on mobile
- serious source discipline
- human sentence texture
- visuals that raise the article's perceived quality
- data graphics that clarify the argument
- platform-specific packaging
- a final QA gate before release
If a paragraph, chart, or cover could appear in any article on the internet, it usually needs to be rebuilt.
Examples
- Chinese WeChat article: Fable 5 被封禁，智谱冲万亿。中国模型登顶日即将来临？
- WeChat HTML preview
- English research article: The AI Boom Is Becoming A Power Grid Story
- Medium-style HTML preview
- Research charts and atlas
Workflow Modules
Start with:
Install As A Plugin
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:
- references/editorial-lessons.md: hard-won rules for titles, stance, anti-AI prose, WeChat rhythm, and cover quality.
- references/human-voice.md: human voice editing and AI-feel reduction.
- references/source-quality.md: top-tier source rules.
- references/research-data.md: research and evidence discipline.
- references/data-visuals.md: chart selection and statistical graphics.
- references/visual-production.md: visual direction and production rules.
- references/editorial-qa.md: final editorial checks.
- references/release-gate.md: go-live quality gate.
Platform references:
- references/wechat/chinese-finance-tech-writing.md: Chinese finance and technology article patterns.
- references/wechat/wechat-layout-patterns.md: WeChat mobile reading rhythm and layout archetypes.
- references/wechat/layout-wechat.md: WeChat-ready layout guidance.
- references/medium-writing-patterns.md: English Medium/Substack-style essays.
- references/platform-formats.md: platform-specific format choices.
Visual Principle
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:
- cover
- proof
- explanation
- transition
- comparison
- statistical evidence
- share-card packaging
Then choose the direction from the story:
- Clean Analyst: finance, strategy, market analysis, public data
- Event Pricing Board: regulatory shock, market repricing, valuation narrative
- Energy / Infrastructure Report: power, climate, industrial systems, logistics
- Product Interface: SaaS, AI workflow, enterprise software
- Data Evidence: statistics, comparisons, source-backed claims
- Human Profile: founders, teams, interviews
- Conceptual Cover: abstract thesis when the metaphor is strong enough
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.
Source Standard
Background research must use serious sources.
Preferred:
- official company announcements and documentation
- regulators, agencies, standards bodies, and court records
- primary datasets and research institutions
- audited public filings
- reputable business, technology, and financial publications with named reporting
Rejected:
- generic SEO explainers
- unsourced statistics pages
- AI-summary pages
- random blogs with no primary trail
- reposts and screenshot-only evidence
Agent Compatibility
Works with:
- Claude Code
- Claude CLI
- Codex CLI
- local CLI agents that can read files, browse/search when needed, rewrite drafts, run scripts, and produce Markdown/HTML/SVG outputs
Search keywords:
- Shakespeare Writing Studio
- WeChat article workflow
- Medium writing workflow
- Claude Code writing skill
- Claude CLI writing workflow
- Codex CLI writing skill
- AI human voice editing
- data storytelling workflow
- research essay workflow
- statistical graphics workflow
Quality Gate
Before release:
- the central stance is visible
- the title has tension and search value
- no unsupported factual claims remain
- no weak source chain remains
- no generic AI filler remains
- no invented strategy/product frame remains
- no decorative chart remains
- no default visual style remains
- the cover improves the article's perceived quality
- HTML image paths work
- mobile layout is readable
Shakespeare Writing Studio 中文说明
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。
能交付什么
final.md：可发布正文、长文、备忘录、演讲稿或研究笔记。- 平台预览：
wechat-ready.html、medium-ready.html或干净网页 HTML。 - 视觉资产：封面、时间轴、证据卡、机制图、数据图、统计图谱、地图、词云或有来源的信息图。
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。
核心标准
顶级文章不只是句子流畅。
这套流程会检查：
- 有没有明确、可争论的观点
- 标题有没有张力和搜索价值
- 开头是否具体
- 手机阅读节奏是否顺
- 来源是否严肃
- 句子是否像真人写作
- 视觉是否抬高文章质感
- 数据图是否真的推进论证
- 是否适配目标平台
- 发布前是否通过质量门槛
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。
示例
- 中文公众号文章：Fable 5 被封禁，智谱冲万亿。中国模型登顶日即将来临？
- 微信公众号 HTML 预览
- 英文研究文章：The AI Boom Is Becoming A Power Grid Story
- Medium 风格 HTML 预览
- 研究图表和统计图谱
工作流模块
从这里开始：
作为 Plugin 安装
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：
- references/editorial-lessons.md：标题、观点、反 AI 腔、公众号节奏、封面质量的实战修正规则。
- references/human-voice.md：真人口吻和 AI 腔清理。
- references/source-quality.md：高质量来源规则。
- references/research-data.md：研究和证据规范。
- references/data-visuals.md：图表选择和统计图谱。
- references/visual-production.md：视觉方向和生产规范。
- references/editorial-qa.md：最终编辑检查。
- references/release-gate.md：上线质量门槛。
平台参考：
- references/wechat/chinese-finance-tech-writing.md：中文财经科技文章模式。
- references/wechat/wechat-layout-patterns.md：公众号手机阅读节奏和排版范式。
- references/wechat/layout-wechat.md：公众号发布排版规范。
- references/medium-writing-patterns.md：英文 Medium/Substack 风格长文。
- references/platform-formats.md：平台格式选择。
视觉原则
视觉风格必须从文章里长出来。
不要默认暗色。不要默认紫色。不要默认科技卡片。不要为了显得严肃硬塞图表。
做图前先判断这张图的职责：
- 封面
- 证明
- 解释
- 转场
- 对比
- 统计证据
- 分享卡片
再从文章内容里选择视觉方向：
- Clean Analyst：财经、策略、市场分析、公共数据
- Event Pricing Board：监管冲击、市场重估、估值叙事
- Energy / Infrastructure Report：电力、气候、工业系统、物流
- Product Interface：SaaS、AI 工作流、企业软件
- Data Evidence：统计、对比、有来源的证据
- Human Profile：创始人、团队、访谈
- Conceptual Cover：只有隐喻足够强时才使用抽象封面
明确拒绝：山峰、旗子、登顶、火箭、廉价上升箭头、泛泛节点图、看不清的小字、套模板的暗色图、需要读者猜的私人隐喻。
来源标准
背景搜索只能使用严肃来源。
优先：
- 公司官方公告和文档
- 监管机构、政府机构、标准组织、法院记录
- 一手数据集和研究机构
- 审计过的公开文件
- 有署名报道的主流财经、商业、科技媒体
拒绝：
- SEO 水文
- 无来源统计页
- AI 总结页
- 没有一手来源链路的随机博客
- 搬运和截图证据
Agent 兼容
适用于：
- Claude Code
- Claude CLI
- Codex CLI
- 能读文件、搜索、改写、运行脚本并生成 Markdown/HTML/SVG 的本地 CLI agent
搜索关键词：
- Shakespeare Writing Studio
- WeChat article workflow
- Medium writing workflow
- Claude Code writing skill
- Claude CLI writing workflow
- Codex CLI writing skill
- AI human voice editing
- data storytelling workflow
- research essay workflow
- statistical graphics workflow
质量门槛
发布前必须确认：
- 核心观点清楚
- 标题有张力和搜索价值
- 没有无来源事实
- 没有低质量来源链
- 没有明显 AI 腔
- 没有乱造的战略或产品概念
- 没有装饰性图表
- 没有默认视觉风格
- 封面提高文章质感
- HTML 图片路径可用
- 手机端阅读顺畅