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worldwonderer/story-short-analyze

Analyzes viral short stories (Fanqie short stories, Story Club, Zhihu Select, wife-chasing, worldly reincarnation, revenge, etc.) to extract core plot, structure, emotional arcs, twist design, writing techniques, and resonance levels. Runs a single full pipeline from Stage 2-6, outputting a complete analysis report to `analysis/{book_name}/` for downstream use.

What is story-short-analyze?

This AI agent skill specializes in deconstructing viral short-form web novels across popular genres such as Fanqie shorts, Story Club, Zhihu Salt Select, and themes like wife-chasing, worldly drama, reincarnation, and domestic abuse revenge. It performs a comprehensive analysis pipeline (Stages 2-6) that reveals the story's core premise, structural beats, emotional arcs, plot twists, writing techniques, and resonance layers. The output is a complete analysis report saved to `analysis/{book_name}/`, which feeds directly into the downstream `story-short-write` skill along with plot nodes, technique references, original text, and `_meta.json` for writing a next story. The skill is triggered by natural language commands like `/story-short-analyze`, `/short-story-analysis`, or phrases such as "analyze this short story" and works across all major AI agent platforms supporting structured skill pipelines.

Works with~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/worldwonderer/oh-story-claudecode/tree/main/skills/story-short-analyze

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Documentation

What does story-short-analyze do?

Analyzes viral short-form web novels (Fanqie short stories / Story Club / Zhihu Salt Select / wife-chasing / worldly drama / reincarnation / domestic abuse revenge, etc.) to extract the core premise, structure, emotional arcs, twist design, writing techniques, and resonance layers. A single full pipeline: runs Stages 2-6 to produce a complete analysis report, saved to analysis/{book_name}/. The downstream story-short-write skill simultaneously reads the analysis report + plot nodes + writing techniques + original text + _meta.json to write the next story. Trigger methods: /story-short-analyze, /short-story-analysis, or phrases like "analyze this short story", "break down this short piece", "fine-grain short story analysis", "8000-word short deconstruction", "Fanqie short story analysis", "Story Club deconstruction", "Yanyan story deconstruction" — all feed into the same pipeline.

Individual skills in this repo

This repo contains 12 individual skills — each has its own dedicated page.

worldwonderer/browser-cdp

Use this skill when you need to control a Chrome browser via CDP (Chrome DevTools Protocol) to reuse existing login sessions. Covers: launching Chrome in debug mode, opening URLs, waiting for page load, evaluating JavaScript, taking snapshots, and extracting auth tokens. Trigger phrases: browser automation, CDP, agent-browser, 浏览器操作, 操作浏览器, Chrome CDP, 复用登录态, extract token from browser.

worldwonderer/story

网络小说工具箱主入口。根据用户需求自动路由到对应 skill。 触发方式:/story、/网文、「我想写小说」「帮我写书」「写网文」 当用户意图不明确时触发此 skill,由路由逻辑分发到具体的扫榜/拆文/写作/去AI味/封面 skill。

worldwonderer/story-cover

小说封面生成。根据书名、作者名自动分析题材风格,调用 GPT-Image-2 直接生成含标题和署名的专业级网文封面。 触发方式:/story-cover、/封面、「帮我做个封面」「生成封面图」「做个小说封面」「封面设计」

worldwonderer/story-deslop

网文去AI味。检测并清除文本中的AI写作痕迹,让文字回归自然、非模板化。 触发方式:/story-deslop、/去AI味、「去AI味」「这篇太AI了」「网文去AI味」

worldwonderer/story-import

逆向导入已有小说。将已写好的小说(半成品或完本)反向解析为标准项目目录结构, 兼容 story-long-write / story-short-write 后续写作流程。内部复用 story-long-analyze / story-short-analyze 的拆解管道,按篇幅自动分流。 触发方式:/story-import、「导入小说」「反向解析」「导入」「把我的书导进来」

worldwonderer/story-long-analyze

长篇网文拆文。深度拆解爆款长篇小说的黄金三章、人设架构、爽点设计、节奏控制。 单一深度拆解管道:跑完黄金三章(Stage 1)后产出快速预览报告并询问是否继续全量拆解, 确认后从 Stage 2 续跑逐章摘要、聚合分析、设定关系、汇总报告,全程产物落盘 `拆文库/{书名}/`。 触发方式:/story-long-analyze、/长篇拆文、「帮我拆这本书」「拆这本书」「分析黄金三章」 「深度拆解」「完整拆解」「系统拆解」或提供小说文本文件路径——全部进入同一管道。

worldwonderer/story-long-scan

长篇网文扫榜。分析起点、番茄、晋江等平台排行榜数据,提炼市场趋势与热门题材。 触发方式:/story-long-scan、/长篇扫榜、「长篇什么火」「起点排行」

worldwonderer/story-long-write

长篇网文写作。从大纲到正文,辅助长篇网络小说的创作,包括世界观、人物、情节线管理。 触发方式:/story-long-write、/写长篇、「帮我开书」「写大纲」「日更」「续写」「继续写」「修改第X章」「回炉」「重写第X章」

worldwonderer/story-review

多视角对抗式审查。full/lean 模式在已部署 reviewer agents 时并行 spawn;缺失/异常 agents 或 spawn 失败时自动降级 solo,参考文件不可读时使用内置 rubric fallback。 触发方式:/story-review、/审查、「审查一下」「帮我审一下」

worldwonderer/story-setup

网文写作工具集基础设施部署。将 hooks/rules/agents/CLAUDE.md 等基础设施部署到用户项目目录。 触发方式:/story-setup、「准备写书」「帮我搭一下环境」「配置写作项目」

worldwonderer/story-short-scan

短篇网文扫榜。分析知乎盐言、七猫、黑岩、点众等平台热门短篇数据,捕捉风口题材。 触发方式:/story-short-scan、/短篇扫榜、「短篇什么火」「知乎故事排行」

worldwonderer/story-short-write

短篇网文写作。辅助短篇小说创作,从构思到成稿,聚焦情绪拉扯与节奏把控。 触发方式:/story-short-write、/写短篇、「帮我写一篇短篇」「写个盐言故事」

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