Agent skill

Inkos Short Story Analysis

by Narcooo in Narcooo/inkos

商业短篇拆稿、情绪链、证据链和反转机制分析。Use to deconstruct a short story into transferable craft.

AGPL-3.0Auto-check passedWriting & Content

Install Inkos Short Story Analysis

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

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

GitHub CLI
$ gh skill install Narcooo/inkos inkos-short-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-short-story-analysis .claude/skills/inkos-short-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-short-story-analysis
GitHub stars
10k
Token cost
~238 tokens
SKILL.md length
117 words
Files
2 (incl. references)
Skills in repo
21
Repo updated
First seen
Licence
AGPL-3.0

At a glance

商业短篇拆稿、情绪链、证据链和反转机制分析。Use to deconstruct a short story into transferable craft.

  • Deconstruct a short story into transferable craft
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Tasks that involve Creative writing and fiction

What it does

Inkos Short Story Analysis is an agent skill from Narcooo/inkos. 商业短篇拆稿、情绪链、证据链和反转机制分析。Use to deconstruct a short story into transferable craft.

Its SKILL.md is about 240 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/deconstruction-template.md`).

It sits in Writing & Content, covering Creative writing and fiction. The repository describes itself as: Story Creation AI Agent for novel, scripts, translation, interactive games, and IP content. The licence is AGPL-3.0.

When your agent uses it

  • Deconstruct a short story into transferable craft
  • Tasks that involve Creative writing and fiction

Example prompts

  • “/inkos-short-story-analysis”

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

Inkos Short Story Analysis loads about 238 tokens when it runs, and up to ~423 if it reads all its reference files. Until then it costs about 27 tokens; SKILL.md has 117 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~27
When it runs · the whole SKILL.md, loaded when a task matches
~238
With references · SKILL.md plus every file in references/, read only if the agent opens them
~423

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). 117 words, ~238 tokens.

Download SKILL.mdSave it as .claude/skills/inkos-short-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-short-story-analysis
description
商业短篇拆稿、情绪链、证据链和反转机制分析。Use to deconstruct a short story into transferable craft.

Short-story analysis

Use this skill when the user supplies a complete short story or sample and asks why it works, how it is structured, or what can be learned from it.

  • Read the whole supplied story when possible; do not infer the ending from the opening.
  • Preserve traceability with ingest_material for uploaded files, PDFs, URLs, or long text assets.
  • Analyze the story core, character motivation, pressure chain, evidence chain, emotional movement, information gap, reversal setup, payoff, opening, chapter titles, and mobile prose density.
  • Quote sparingly and point to evidence. Extract methods rather than replacement prose.
  • Do not silently turn analysis into a new short-fiction run.
  • Respond in the user's language.

Load references/deconstruction-template.md for a complete Markdown analysis.

© 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-short-story-analysis of Narcooo/inkos.

  • SKILL.md
  • references/deconstruction-template.md

Open the folder on GitHubat commit 8fc2ae5

Compare with similar skills

Inkos Short 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.

Inkos Short Story Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Inkos Short Story Analysis this skillNarcooo/inkos10k—~238Automated safety check: PassAGPL-3.0
Story Multi-Perspective Reviewzenstory-ai/oh-story-claudecode7.4k3 repos~3kAutomated safety check: PassMIT
Short Web Fiction Trend Scanzenstory-ai/oh-story-claudecode7.4k2 repos~1.2kAutomated safety check: PassMIT
Novel Arteternityspring/shuohao-skills4.3k—~1.1kAutomated safety check: NotesApache-2.0
SepiaNanako0129/sepia3.1k—~3.6kAutomated safety check: PassMIT
Story Toolbox Routerzenstory-ai/oh-story-claudecode7.4k—~1.7kAutomated safety check: PassMIT

Similar skills

  • Story Multi-Perspective Review

    zenstory-ai/oh-story-claudecode

    Reviews Chinese web-novel text with several reviewer agents in parallel, falling back to a single-agent pass, and reports structure, character, prose and setting problems with fixes.

    7.4k GitHub starsUsed in 3 repos~3k tokens
    Writing & ContentAuto-check passed
  • Short Web Fiction Trend Scan

    zenstory-ai/oh-story-claudecode

    Scans popular short web-fiction rankings on Chinese platforms such as Dianzhong and Heiyan to surface trending emotional hooks, themes and topic candidates with an expiry warning.

    7.4k GitHub starsUsed in 2 repos~1.2k tokens
    Writing & ContentAuto-check passed
  • Novel Art

    eternityspring/shuohao-skills

    给 AI 短剧出美术设定集(场景 + 叙事道具):场景的设计意图、一致性锚点、光照时段变体、 空景提示词;道具的戏剧功能、状态变体、尺度参照、白底无手提示词。

    4.3k GitHub stars~1.1k tokensUpdated 3 days ago
    Writing & ContentAuto-check: notes
  • Sepia

    Nanako0129/sepia

    Make AI-generated writing read as human-written, in fiction and in professional prose.

    3.1k GitHub stars~3.6k tokensUpdated yesterday
    Writing & ContentAuto-check passed
  • Story Toolbox Router

    zenstory-ai/oh-story-claudecode

    Routes a Chinese web-novel writing request to the matching tool in a 13-skill toolbox, covers author habit memory, and can launch a local dashboard for browsing a project.

    7.4k GitHub stars~1.7k tokensUpdated yesterday
    Writing & ContentAuto-check passed
  • Novel Characters

    eternityspring/shuohao-skills

    从小说或短故事里拆出角色表、人物画像、形象提示词、音色提示词, 其中形象提示词含一张角色设定图的完整版面指令(左半身像 + 右全身三视图 + 细节条), 产出 JSON + Markdown + 可交互的 report.html。

    4.3k GitHub stars~1.6k tokensUpdated 3 days ago
    Writing & ContentAuto-check: notes

More from Narcooo/inkos

All 21 skills in this repo
  • Drives long-form fiction, scripts, storyboards, interactive films and long-document translation through InkOS, with every change made by a typed action.

    10k GitHub starsUsed in 1 repo~1.1k tokens
    Auto-check passed
  • InkOS Story Review

    Narcooo/inkos

    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
    Auto-check passed
  • Researches the long-form fiction market with sourced evidence: platform differences, comparable works and audience expectations, to inform topic choices for a novel.

    10k GitHub stars~289 tokensUpdated yesterday
    Auto-check passed
  • Long Story Analysis

    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.

    10k GitHub stars~364 tokensUpdated yesterday
    Auto-check passed
  • 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.

    10k GitHub stars~286 tokensUpdated yesterday
    Auto-check passed
  • 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
    Auto-check passed

Questions about Inkos Short Story Analysis

What does Inkos Short Story Analysis do?

商业短篇拆稿、情绪链、证据链和反转机制分析。Use to deconstruct a short story into transferable craft. Inkos Short Story Analysis is an agent skill from Narcooo/inkos. 商业短篇拆稿、情绪链、证据链和反转机制分析。Use to deconstruct a short story into transferable craft.

When should I use Inkos Short Story Analysis?

Inkos Short Story Analysis fits situations like: deconstruct a short story into transferable craft; tasks that involve Creative writing and fiction.

How do I install Inkos Short Story Analysis in Claude Code?

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

How do I install Inkos Short Story Analysis in Codex?

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

Can I use Inkos Short 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-short-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-short-story-analysis, .gemini/skills/inkos-short-story-analysis, .github/skills/inkos-short-story-analysis and .opencode/skills/inkos-short-story-analysis in your project.

What does Inkos Short Story Analysis need to run?

SKILL.md names no scripts, command-line tools or credentials: Inkos Short Story Analysis is instructions for the agent only.

Does Inkos Short 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 Inkos Short 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 Inkos Short Story Analysis use?

Inkos Short 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 Inkos Short Story Analysis use?

About 238 tokens (SKILL.md is roughly 952 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 185 tokens, read only when the agent opens those files.

What are the alternatives to Inkos Short Story Analysis?

Skills that share tags, products or a category with Inkos Short Story Analysis: Story Multi-Perspective Review (zenstory-ai/oh-story-claudecode, 7.4k stars), Short Web Fiction Trend Scan (zenstory-ai/oh-story-claudecode, 7.4k stars), Novel Art (eternityspring/shuohao-skills, 4.3k stars) and Sepia (Nanako0129/sepia, 3.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Inkos Short 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.