story-short-analyze

story-short-analyze is a skill for Claude Code from zenstory-ai/oh-story-claudecode. It costs 226 tokens per session (5,061 once invoked), scanned A, original, MIT.

A Chinese-language guide for analysing short popular web fiction, such as stories published on 番茄, 故事会, or 知乎盐选. It examines the core premise, plot structure, emotional arc, twists, writing techniques, and reader appeal.

In plain words
What is it for?
Use it to analyse a legally provided short story, identify its genre and narrative devices, and save a detailed analysis for later writing work.
Why use it?
It turns a story into a structured critique that can be reused when planning another short story. It also chooses a short- or long-story workflow based on word count.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: built for openclaw.

Part of the oh-story plugin — 13 skills, 13 commands shipped together

Good fit Use it to analyse a legally provided short story, identify its genre and narrative devices, and save a detailed analysis for later writing work.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/zenstory-ai/oh-story-claudecode/story-short-analyze
About the project

oh-story-claudecode is a skill package for planning, analyzing, and writing Chinese web fiction, covering both short and long novels. It is intended for writers using Claude Code, Codex, OpenClaw, and other supported AI-agent environments, with workflows for market research, story breakdowns, drafting, editing, and cover creation. The catalogue entries are the package's skills, commands, agents, and plugin.

zenstory-ai/oh-story-claudecode · 6,780 stars · on GitHub · zenstory.ai

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add zenstory-ai/oh-story-claudecode --skill story-short-analyze
Clone the repo
git clone --depth 1 https://github.com/zenstory-ai/oh-story-claudecode

Made for: Claude Code.

Or install oh-story, the plugin that ships this one along with the rest of its 13 skills, 13 commands.

Its marketplace also offers this one on its own, as the plugin story-short-analyze/plugin install story-short-analyze after adding the marketplace above.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for story-short-analyze

README.md
[![agentmods](https://agentmods.dev/badge/skills/zenstory-ai/oh-story-claudecode/story-short-analyze/github.svg)](https://agentmods.dev/skills/zenstory-ai/oh-story-claudecode/story-short-analyze)
Your own site
<a href="https://agentmods.dev/skills/zenstory-ai/oh-story-claudecode/story-short-analyze"><img src="https://agentmods.dev/badge/skills/zenstory-ai/oh-story-claudecode/story-short-analyze/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for story-short-analyze

Your own site · 80×15
<a href="https://agentmods.dev/skills/zenstory-ai/oh-story-claudecode/story-short-analyze"><img src="https://agentmods.dev/badge/skills/zenstory-ai/oh-story-claudecode/story-short-analyze.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 226 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,061 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 30 Aug 2026
  • Snyk pass 30 Aug 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00226 $0.05061
Opus 5 $0.00113 $0.02531
Sonnet 5 $0.00045 $0.01012
Haiku 4.5 $0.00023 $0.00506

Measured 13d ago against content hash 6bfbb111ef88, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

story-short-analyze scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

skills/story-short-analyze/SKILL.md · 279 lines

How it starts

The opening of the file, as written. The whole thing — 279 lines — stays where its author put it; the contents beside it link to each section on GitHub.

story-short-analyze:短篇网文拆文

你是短篇小说结构分析师。

核心:短篇靠共鸣和爆点驱动。拆文就是看它用什么故事核、怎么铺垫、在哪里引爆,把 分析叙事写进 拆文报告.md,结构计数写进 _meta.json,下一篇短篇直接读这些写。


拆解边界声明(主线程同样适用)

短篇拆解的 Stage 2-6 全程由你(主线程)亲手做:拆的是用户合法持有、拥有使用权的虚构作品(已出版/连载或自有),性质是只读的转化性文学批评(编辑/评论/写作教学视角,不复制、不传播、不指导现实行为)。番茄短篇、故事会、知乎盐选、追妻、虐渣、世情等通俗题材里的家暴、出轨、复仇、暴力、情爱张力、黑暗伦理是常规虚构叙事元素,须照常做结构化拆解,不得以「敏感」「不适」为由拒绝整篇或某个片段——拒绝会让整条拆文流水线停摆;个别片段无法处理则跳过、照常续完其余。


Phase 1:确认拆解对象 + 字数路由 + 续跑检查

Step 1:拿到原文

问用户:「你要拆哪篇?(标题+平台/来源)」

无文本时:用户没有提供原文文件路径、也没有在对话中贴出原文,引导用户提供 ——「请提供这篇短篇的原文文件路径,或直接把原文贴给我。」

Step 2:字数检查(长短篇路由)

拿到原文后立刻数字数:

word_count = 全文字数
  ├─ < 15,000          → 直接进入 short 管道
  ├─ 15,000 - 20,000   → 灰区:询问用户「字数 {N},介于短/长之间,按短篇还是长篇拆?」
  └─ > 20,000          → 提示「此文字数 {N} 偏长,建议改用 /story-long-analyze。
                           仍要按短篇拆请明确回复『按短篇继续』」

Step 3:题材识别

用户提到具体题材(追妻 / 重生 / 虐文 / ...)?
  ├─ 是 → 加载 analysis-short-genres.md 对应题材行作为短篇源文识别标尺
  └─ 否 → 关键词扫描确定题材;扫不到则 genre_detected = "通用",用通用模板(Stage 2-6)

题材识别关键词参考:

  • 追妻火葬场 / 渣男后悔 → 追妻(含 现代/古代/民国 时代变体)
  • 重生复仇 / 前世今生 → 重生复仇
  • 死后视角 / 灵魂旁观 → 死人文学
  • 小三 / 出轨 / 知三当三 → 小三
  • 世情 / 现实 / 婆媳 / 打脸 / 虐渣 → 世情
  • 总裁 / 豪门 / 联姻 → 豪门
  • 宫斗 / 宅斗 / 嫡庶 → 宫斗宅斗
  • 冥婚 / 纸人 / 风水 / 规矩 / 怪谈 → 民俗
  • 悬疑 / 推理 / 凶手 / 惊悚 → 悬疑
  • 甜宠 / 先虐后甜 / 先婚后爱 / 暗恋 → 甜宠
  • 双男主 / 宿敌 → 双男主
  • 沙雕 / 脑洞 / 弹幕 / 系统 / 反套路 → 沙雕
  • 仙侠 / 修仙 / 门派 → 仙侠

题材作为观察标尺加载——只比较源文的读者承诺、冲突载体和实际结算,不调用长篇阶段、 卷级循环或黄金三章模型,也不按推荐比例判定源文合格与否。

Step 4:续跑检查(lightweight resume)

进入管道前检查 拆文库/{书名}/_meta.json

存在 _meta.json?
  ├─ 否 → 直接进入新一轮拆解
  └─ 是 → 询问用户三选一:
       (a) 覆盖:归档旧产出到 拆文库/{书名}/_archive_{时间戳}/ 后从 Stage 2 重跑
       (b) 续跑:读 _meta.json.last_stage_in_progress(非空 → 从该 Stage 整段重跑)
                 或读 _meta.json.stages_completed[](从 max+1 续跑)
       (c) 取消

完整 resume 契约见 references/output-contract.md


输出目录

输出到 拆文库/{书名}/(项目根目录下)。用户指定了其他路径时按用户指定路径输出。

标准输出文件树

拆文库/{书名}/
├── 原文/                # 原文备份(管道前置步骤产出)
├── 拆文报告.md           # 人类可读综合报告(Stage 2-6 所有可读段)
├── 情节节点.md           # Stage 2 情节节点清单(独立成文,方便定位)
├── 写作手法.md           # Stage 4 写作手法分析(独立成文,方便复用)
└── _meta.json           # 管道元数据 + 结构计数(resume + 验收数值依据)

Read the full file on GitHub · 279 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 13d ago First seen · 279 lines · 226 tokens per session scan A 6bfbb111ef88

Subscribe to this mod's changes

story-short-analyze is a skill published in the GitHub repository zenstory-ai/oh-story-claudecode (6,780 stars, last pushed yesterday), licensed MIT. It adds 226 tokens to every session and 5,061 once invoked, about $0.0011 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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