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shakespeare-writing-studio

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SUMMARY

Agent-ready writing studio for Chinese WeChat articles, English essays, research writing, human voice editing, source-bound data storytelling, and statistical graphics.

README.md

Shakespeare Writing Studio

Shakespeare Writing Studio logo

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

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:

Platform references:

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 logo

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

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：

平台参考：

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

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