为什么值得关注

它提供了全面且有鲜明主张的编辑流程，对立场、来源质量、视觉制作和平台适配都有严格标准，专为 AI agent 设计，使之能产出超越通用 AI 写作的高质量内容。

适合谁使用

使用 AI agent（Claude、Codex 等）的内容创作者
撰写公众号文章或 Medium/Substack 长文的写作者
需要统计图表的数据叙事研究者
希望去除 AI 腔并实施质量门控的编辑

典型使用场景

把采访记录或研究问题变成一篇完整的观点文章
制作一篇适配手机阅读、带公众号 HTML 预览的文章
创建一篇数据驱动的研究文章，包含图表、图谱和证据卡
生成完整发布包（终稿、HTML 预览、社交文案、视觉资产）

项目优势

详细可操作的质量门控，涵盖立场、来源纪律、反 AI 腔和视觉质量等 10 余项检查
高度重视真人语感，清除通用 AI 填充内容
支持多个平台（公众号、Medium、Substack），附有专门的参考指南和排版规范
以插件形式便捷安装到 Claude 和 Codex agent 中，并为聊天工具提供复制粘贴 Prompt Pack

使用前须知

完整工作流高度依赖 AI agent 能力（文件读取、搜索、脚本执行等）
需要人工阅读参考文档才能有效应用标准
主要面向 agent 工作流，不借助 agent 直接使用效率较低

README 快速开始

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

Workflow Modules

Start with:

SKILL.md

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/

项目描述

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

shakespeare-writing-studio