Agent skill

Long Story Analysis

by Narcooo in Narcooo/inkos

Breaks down a full novel or long sample into story mechanisms and style traits the agent can reuse as craft, without copying names or wording.

AGPL-3.0Auto-check passedWriting & Content

Install Long Story Analysis

skills CLI
$ npx skills add Narcooo/inkos --skill inkos-long-story-analysis -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Narcooo/inkos inkos-long-story-analysis --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Narcooo/inkos.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/core/skills/inkos-long-story-analysis .claude/skills/inkos-long-story-analysis && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
inkos-long-story-analysis
GitHub stars
10k
Token cost
~364 tokens
SKILL.md length
173 words
Files
2 (incl. references)
Skills in repo
21
Repo updated
First seen
Licence
AGPL-3.0

At a glance

Breaks down a full novel or long sample into story mechanisms and style traits the agent can reuse as craft, without copying names or wording.

  • Deconstructing a full novel to see how its plot and pacing work
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Comparing the prose style of two long samples
  • Learning transferable craft from a book before writing your own

What it does

For a request to deconstruct, compare or learn from a long novel, the agent first stores the source as traceable material when it arrives as a file, PDF, URL or upload. It then analyzes story mechanisms such as reader promise, conflict escalation, character motivation, information release, emotional payoff and volume rhythm, keeps pointers back to the source, and separates what it observed from what it inferred.

Style analysis covers narrative distance, tone, dialogue behavior, scene detail, transitions, sentence and paragraph rhythm and diction, with every major claim tied to a short example. The agent extracts reusable craft and leaves out names, exact wording and scene order. It binds a source to the active book only when you ask, treats that binding as guidance and never as canon, and loads a longer reference file only for a full decomposition or comparison. Replies match your language.

When your agent uses it

  • Deconstructing a full novel to see how its plot and pacing work
  • Comparing the prose style of two long samples
  • Learning transferable craft from a book before writing your own
  • Preparing to continue a story from a substantial sample

Example prompts

  • “Analyze the attached novel PDF for conflict escalation and emotional payoff, with pointers to the source.”
  • “Compare the dialogue style of these two chapters, quoting a short example for each point.”
  • “Bind this analysis to my current book as reference for pacing, but not as canon.”

Requirements

  • InkOS tools such as ingest_material and manage_book_reference

What it can do on your machine

Read from SKILL.md and the folder at commit 8fc2ae5. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Long Story Analysis loads about 364 tokens when it runs, and up to ~604 if it reads all its reference files. Until then it costs about 31 tokens; SKILL.md has 173 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~31
When it runs · the whole SKILL.md, loaded when a task matches
~364
With references · SKILL.md plus every file in references/, read only if the agent opens them
~604

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from Narcooo/inkos at commit 8fc2ae5, republished under its AGPL-3.0 licence (© Narcooo). 173 words, ~364 tokens.

Download SKILL.mdSave it as .claude/skills/inkos-long-story-analysis/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
inkos-long-story-analysis
description
长篇小说拆稿、文风分析与可迁移机制提炼。Use when analyzing a full novel or long sample without copying its expression.

Long-form story analysis

Use this skill when the user asks to deconstruct, compare, learn from, or continue from a long novel or substantial sample.

  • Preserve the source as traceable material with ingest_material when it comes from a file, PDF, URL, or upload.
  • Analyze semantic mechanisms: reader promise, conflict escalation, character motivation, information release, scene function, emotional payoff, volume rhythm, prose behavior, and continuity load.
  • Keep source evidence pointers. Separate direct observation from inference.
  • Extract reusable craft, not names, wording, scene order, or signature combinations.
  • For style analysis, describe narrative distance and tone, dialogue behavior, scene-detail selection, transitions, sentence and paragraph rhythm, diction, emotional externalization, and distinctive habits. Anchor each important claim to a short source example.
  • If the user explicitly wants the active book to consult this source later, call manage_book_reference(action="bind") with the user's natural-language purposes. Binding is guidance, never canon.
  • If the user only asks a question, answer it; do not start writing or editing a book.
  • Respond in the user's language.

Load references/analysis-lens.md only for a full decomposition or comparison deliverable.

© Narcooo, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in packages/core/skills/inkos-long-story-analysis of Narcooo/inkos.

  • SKILL.md
  • references/analysis-lens.md

Open the folder on GitHubat commit 8fc2ae5

Compare with similar skills

Long Story Analysis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Long Story Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Long Story Analysis this skillNarcooo/inkos10k—~364Automated safety check: PassAGPL-3.0
Chinese Novel Writing Systemleenbj/novel-creator-skill671—~3.9kAutomated safety check: PassNone
Chinese Novelist Chapter WriterPenglongHuang/chinese-novelist-skill3.3k—~491Automated safety check: WarnMIT
Sun-Style Restrained Narrative WritingKKKKhazix/sun-style-writing403—~1.7kAutomated safety check: PassMIT
Short Web Fiction Writeruu201/character-arc583—~3.7kAutomated safety check: PassMIT
Narrative Continuity CriticUfukNode/Noustiny181—~2.3kAutomated safety check: PassMIT

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  • Chinese Novel Writing System

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    671 GitHub stars~3.9k tokensUpdated 7 mo ago
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  • Chinese Novelist Chapter Writer

    PenglongHuang/chinese-novelist-skill

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  • Short Web Fiction Writer

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More from Narcooo/inkos

All 21 skills in this repo
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  • InkOS Story Review

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    Reviews chapters or manuscripts against the standard that fits their genre, audience and your own criteria, showing concrete issues and revising only when asked.

    10k GitHub stars~450 tokensUpdated yesterday
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  • Researches the long-form fiction market with sourced evidence: platform differences, comparable works and audience expectations, to inform topic choices for a novel.

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  • 根据作品、平台与用户视觉要求设计或生成封面。Use for story-cover direction and confirmed cover generation.

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  • Diagnoses generic, mechanical or AI-sounding fiction prose by its function and effect, then revises it while keeping plot facts and the author's voice.

    10k GitHub stars~292 tokensUpdated yesterday
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  • InkOS Story Import

    Narcooo/inkos

    Imports an existing novel manuscript into an InkOS project, rebuilds its story state, and keeps your own chapters apart from reference material and fan-fiction canon.

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Questions about Long Story Analysis

What does Long Story Analysis do?

Breaks down a full novel or long sample into story mechanisms and style traits the agent can reuse as craft, without copying names or wording. For a request to deconstruct, compare or learn from a long novel, the agent first stores the source as traceable material when it arrives as a file, PDF, URL or upload. It then analyzes story mechanisms such as reader promise, conflict escalation, character motivation, information release, emotional payoff and volume rhythm, keeps pointers back to the source, and separates what it observed from what it inferred.

When should I use Long Story Analysis?

Long Story Analysis fits situations like: deconstructing a full novel to see how its plot and pacing work; comparing the prose style of two long samples; learning transferable craft from a book before writing your own; preparing to continue a story from a substantial sample.

How do I install Long Story Analysis in Claude Code?

Run `npx skills add Narcooo/inkos --skill inkos-long-story-analysis -a claude-code`. Or copy the skill folder (packages/core/skills/inkos-long-story-analysis in Narcooo/inkos) into .claude/skills/inkos-long-story-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Long Story Analysis in Codex?

Run `npx skills add Narcooo/inkos --skill inkos-long-story-analysis -a codex`. Or copy the skill folder (packages/core/skills/inkos-long-story-analysis in Narcooo/inkos) into .agents/skills/inkos-long-story-analysis in your project. Codex loads it when a task matches its description.

Can I use Long Story Analysis in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Narcooo/inkos --skill inkos-long-story-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/inkos-long-story-analysis, .gemini/skills/inkos-long-story-analysis, .github/skills/inkos-long-story-analysis and .opencode/skills/inkos-long-story-analysis in your project.

What does Long Story Analysis need to run?

SKILL.md names no scripts, command-line tools or credentials: Long Story Analysis is instructions for the agent only. Our summary lists: InkOS tools such as ingest_material and manage_book_reference.

Does Long Story Analysis access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Long Story Analysis safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Long Story Analysis use?

Long Story Analysis is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Long Story Analysis use?

About 364 tokens (SKILL.md is roughly 1.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 240 tokens, read only when the agent opens those files.

What are the alternatives to Long Story Analysis?

Skills that share tags, products or a category with Long Story Analysis: Chinese Novel Writing System (leenbj/novel-creator-skill, 671 stars), Chinese Novelist Chapter Writer (PenglongHuang/chinese-novelist-skill, 3.3k stars), Sun-Style Restrained Narrative Writing (KKKKhazix/sun-style-writing, 403 stars) and Short Web Fiction Writer (uu201/character-arc, 583 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Long Story Analysis?

Narcooo (a GitHub user) maintains it in Narcooo/inkos, which has 10,226 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on October 10, 2026.

Source: Narcooo/inkos on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.