Long Web Novel Deconstructor Agent Skill

Analyzes long-form web novels through a deep multi-stage pipeline to extract plot structures, character arcs, and viral writing patterns.

Context cost
37.5k tokensestimated from the bundle, loaded when it triggers
Bundle
21 files · 319.6 kB5 scripts among them — read before you run
Licence
MITthe author’s own terms
Last change
—v1.0.0
Servers it uses
Noneruns standalone

What it does

长篇网文拆文。保留黄金三章、逐章摘要、剧情、情绪、节奏、角色、设定和文风接口,以连续章节块完成因果、双时间线、关系与三维节奏分析;兼容旧成果直接使用、按需增强和断点续跑。含可选三层灵感库管道(灵感库、跨书灵感聚合、更新灵感库)。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」或提供小说文本文件路径。

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

contentwriting

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md14.3 kB · preview
--- name: story-long-analyze version: 1.0.0 metadata: {"openclaw":{"source":"https://github.com/zenstory-ai/oh-story-claudecode"}} ---
7# story-long-analyze:长篇网文拆文
8
9你是网络小说结构分析师。
10
11**核心原则:机械边界只解析一次;原文按连续章节块读取一次;同次读取产生逐章事实和跨章观察;聚合阶段复用落盘结果,不重新阅读全文。**
12
13> Agent 兼容性:只检查当前运行时 canonical 目录。运行时不支持项目 agent 或找不到文件时降级 solo/direct,并报告 Fallback: project custom agents unavailable -> solo。ZCode 3.3.4 不提供项目 custom agents,直接按此规则降级,不扫描其他 CLI 的 agent 目录。
14>
15> Spawn 版本提示(不阻断 spawn):先读取项目根 .story-deployed 的 agents_version。与本版 agents_version: 34 不一致时(标记缺失、字段缺失/非整数、小于或大于 34)照常按文件存在性检查并 spawn,同时报告 Notice: agents bundle 版本不匹配(项目 {N},本版 34) 并提示重新运行 /story-setup 后新开会话;大于 34 时额外提示先更新 oh-story-claudecode,不要用本地旧版 setup 降级覆盖。只有 agent 文件缺失、或运行时不暴露 custom agent 时才降级 solo/direct。
16
17## 分析边界
18
191. 只根据可读原文和已有资料下结论;缺失写“未知”或“文本未明确”。
202. 硬事实附章节、source_locator 或 5–15 字定位词;推断标证据强度。
213. 区分客观发生顺序、文本披露顺序、读者所知和角色所知。
224. 分开分析事件推进、读者情绪和篇幅安排,分数不能代替解释。
235. 只迁移抽象机制,不复刻专有设定、角色组合、关键事件链、标志性场面或原句。
246. 不为填字段虚构事实,不把结果倒推成人物早有计划。
25
26## 对作者说话
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md551 words
Files21
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈90
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
37,460
on trigger
The instruction body and 20 supporting files, read only when the skill fires.
18.8%
of a 200k window
Ten skills this size would not fit in the window together.
050k100k150k200k context window

37.5k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

21 files, 319.6 kB on disk. Mostly text — the instructions the model reads — with 5 scripts in it that your client would run only if the instructions tell it to.

  • SKILL.md14.3 kB
  • references/author-facing.md12.5 kB
  • references/deconstruction-notes.md11.2 kB
  • references/final-checks.md1.4 kB
  • references/index-rebuild.md3.0 kB
  • references/inspiration-library.md9.9 kB
  • references/pipeline-ops.md11.2 kB
  • references/semantic-acceptance-fixtures.md5.6 kB
  • references/stage1-golden-chapters.md6.5 kB
  • references/stage2-extraction.md14.0 kB
  • references/stage3-plot-rhythm.md30.5 kB
  • references/stage4-characters-settings.md11.5 kB
  • references/stage5-report.md3.1 kB
  • references/style-profile-generator.md4.5 kB
  • references/style-profile-protocol.md6.8 kB
  • references/synthesis-inputs.md4.2 kB
  • scripts/build_chapter_index.py20.9 kB
  • scripts/inspect_existing_assets.py32.1 kB
  • scripts/inspiration_index.py39.3 kB
  • scripts/manage_analysis_run.py57.7 kB
  • scripts/render_relation_chart.py19.4 kB
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 5 scripts beside the text, so the bundle is 21 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Long Web Novel Deconstructor · 37.5k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/long-web-novel-deconstructor/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/long-web-novel-deconstructor" ] && { [ ! -e .claude/skills/long-web-novel-deconstructor ] || { mv .claude/skills/long-web-novel-deconstructor "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/long-web-novel-deconstructor" .claude/skills/ && echo "Installed .claude/skills/long-web-novel-deconstructor"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add worldwonderer/long-web-novel-deconstructor

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/long-web-novel-deconstructor/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/long-web-novel-deconstructor/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/long-web-novel-deconstructor" ] && { [ ! -e ~/.claude/skills/long-web-novel-deconstructor ] || { mv ~/.claude/skills/long-web-novel-deconstructor "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/long-web-novel-deconstructor" ~/.claude/skills/ && echo "Installed ~/.claude/skills/long-web-novel-deconstructor" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/long-web-novel-deconstructor/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. It appears as story-long-analyze in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, long-web-novel-deconstructor.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Version1.0.0
Publishedno release date on file
PriceFree
Referenceworldwonderer/long-web-novel-deconstructor

Versions

v1.0.0 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v1.0.0
  • No earlier releases have been published to the marketplace.
Pinning

The install command always fetches the release that is current the day you run it — v1.0.0 today — and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

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