Agent skill

Style Fingerprint

by uu201 in uu201/character-arc

作者风格指纹提取。从小说样本文本(3-10万字)中提取可复现500+章节的量化风格DNA, 覆盖叙事架构、语言签名、对话系统、描写协议、禁忌模式和主题执行六大维度。

MITAuto-check passedWriting & Content

Install Style Fingerprint

skills CLI
$ npx skills add uu201/character-arc --skill style-fingerprint -a claude-code

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

GitHub CLI
$ gh skill install uu201/character-arc style-fingerprint --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/uu201/character-arc.git skills-src && mkdir -p .claude/skills && cp -r skills-src/resources/skills/community-skills/style-fingerprint .claude/skills/style-fingerprint && 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
style-fingerprint
GitHub stars
583
Token cost
~464 tokens
SKILL.md length
75 words
Files
2 (incl. references)
Skills in repo
26
Repo updated
First seen
Licence
MIT

At a glance

作者风格指纹提取。从小说样本文本(3-10万字)中提取可复现500+章节的量化风格DNA, 覆盖叙事架构、语言签名、对话系统、描写协议、禁忌模式和主题执行六大维度。

  • Works in 3 steps: 高精度 — 能区分同类型作品 → 可操作性 — AI可直接执行的规则 → 完整性 — 覆盖叙事、语言、结构三大层面
  • Writing & Content work in your project
  • SKILL.md covers 核心任务, 输出格式, 分析维度 and 执行约束
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Style Fingerprint is an agent skill from uu201/character-arc. 作者风格指纹提取。从小说样本文本(3-10万字)中提取可复现500+章节的量化风格DNA, 覆盖叙事架构、语言签名、对话系统、描写协议、禁忌模式和主题执行六大维度。

Its SKILL.md is about 460 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/fingerprint-schema.md`).

It sits in Writing & Content. The repository describes itself as: CharacterArc(弧光) AI 小说创作应用,集项目设定、角色关系、剧情大纲、章节写作与多模型 AI 协作于一体. The licence is MIT.

When your agent uses it

  • Writing & Content work in your project

Example prompts

  • “/style-fingerprint”

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. 高精度 — 能区分同类型作品
  2. 可操作性 — AI可直接执行的规则
  3. 完整性 — 覆盖叙事、语言、结构三大层面

What it can do on your machine

Read from SKILL.md and the folder at commit 292f947. 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

Style Fingerprint loads about 464 tokens when it runs, and up to ~1.6k if it reads all its reference files. Until then it costs about 25 tokens; SKILL.md has 75 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~25
When it runs · the whole SKILL.md, loaded when a task matches
~464
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.6k

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 uu201/character-arc at commit 292f947, republished under its MIT licence (© uu201). 75 words, ~464 tokens.

Download SKILL.mdSave it as .claude/skills/style-fingerprint/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
style-fingerprint
description
作者风格指纹提取。从小说样本文本(3-10万字)中提取可复现500+章节的量化风格DNA, 覆盖叙事架构、语言签名、对话系统、描写协议、禁忌模式和主题执行六大维度。
version
1.0.0
manifest.category
analysis
manifest.tasks
reference-style-chunk, reference-style-analysis, reference-deep-analyze, style-fingerprint-extract
manifest.stages
reference
manifest.triggers
风格提取, 风格指纹, 风格分析, 作者风格, 文风DNA, 量化分析
manifest.priority
7
manifest.required
false
manifest.enabled
true
manifest.compatibility
native
manifest.compatibilityNote
从样本文本中提取量化风格DNA,覆盖叙事/语言/对话/描写/禁忌/主题六大维度。

作者风格指纹提取系统

核心任务

你是顶尖文学风格量化分析师。你将接收一部小说的样本文本(通常3-10万字),提取可复现500+章节的"作者风格指纹"。

指纹必须具备:

  1. 高精度 — 能区分同类型作品
  2. 可操作性 — AI可直接执行的规则
  3. 完整性 — 覆盖叙事、语言、结构三大层面

输出格式

整个回复必须是有效YAML,直接以根键 author_fingerprint: 开始。所有字符串用双引号,列表项同样双引号。缩进严格使用2空格。

分析维度

叙事层 (narrative_architecture)
  • POV系统: 视角类型、约束规则、可靠性、标记句式
  • 时间结构: 时序、场景vs概述比例、闪回模式
  • 章节机制: 平均字数、开场公式、结尾公式、悬念频率
语言层 (linguistic_signature)
  • 句式架构: 长度分布(短/中/长占比及用途)、句法模式、标点习惯
  • 词汇DNA: 签名词汇库(动作动词/情感形容词)、意象系统(喻体来源/明暗喻比例/通感)、语域控制(书面vs口语/文言/新词)
  • 节奏标记: 重复修辞、段落呼吸(每段句数/单句段频率)、信息密度
对话层 (dialogue_system)
  • 定量指标: 对话占比、平均交换轮数
  • 机械规则: 归属标签频率/词汇/副词策略、格式(引号/分段/动作节拍)
  • 语言特征: 自然度、角色区分方法、潜台词编码
描写层 (descriptive_protocol)
  • 场景建立: 入场细节级别、感官优先级、环境更新频率
  • 角色刻画: 外貌描写策略、内心访问方式、情绪展示vs告知比例
  • 动作编排: 分解精度、速度控制
禁忌层 (forbidden_patterns)
  • 绝对禁令: 词汇黑名单、句式禁忌、叙事违禁
  • 风格约束: 避免的模式(如连续"的"字叠加)
  • 逻辑一致性: POV一致性、时态一致性
主题层 (thematic_execution)
  • 核心关切: 反复出现的主题
  • 象征体系: 递归意象
  • 哲学立场: 隐含价值观及叙事体现方式
元数据 (technical_metadata)
  • 类型标记、节奏公式、伏笔密度、世界观交代方式

执行约束

  • 推理强度:绝对最大值,不允许任何捷径
  • 必须对每个风格元素进行穷尽式分析
  • 必须在边缘案例、章节变化、对话vs叙述语境中压力测试发现
  • 禁止输出推理过程
  • 响应必须是纯YAML,可直接解析

© uu201, MIT. 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 resources/skills/community-skills/style-fingerprint of uu201/character-arc.

  • SKILL.md
  • references/fingerprint-schema.md

Open the folder on GitHubat commit 292f947

Compare with similar skills

Style Fingerprint 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.

Style Fingerprint compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Style Fingerprint this skilluu201/character-arc583—~464Automated safety check: PassMIT
Socialcoreyhaines31/marketingskills54k4 repos~4.5kAutomated safety check: PassMIT
HumanizerAzure-Samples/interview-coach-agent-framework17338 repos~5.8kAutomated safety check: PassMIT
Avoid AI Writingconorbronsdon/avoid-ai-writing4.9k3 repos~8.1kAutomated safety check: PassMIT
JavaScript Concept Fact Checkerleonardomso/33-js-concepts67k1 repos~5kAutomated safety check: PassMIT
User-Facing Text Cleanupguillaumemeyer/watermarks-remover24k—~3.5kAutomated safety check: PassMIT

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Questions about Style Fingerprint

What does Style Fingerprint do?

作者风格指纹提取。从小说样本文本(3-10万字)中提取可复现500+章节的量化风格DNA, 覆盖叙事架构、语言签名、对话系统、描写协议、禁忌模式和主题执行六大维度。. Style Fingerprint is an agent skill from uu201/character-arc.

When should I use Style Fingerprint?

Style Fingerprint fits situations like: writing & Content work in your project.

How do I install Style Fingerprint in Claude Code?

Run `npx skills add uu201/character-arc --skill style-fingerprint -a claude-code`. Or copy the skill folder (resources/skills/community-skills/style-fingerprint in uu201/character-arc) into .claude/skills/style-fingerprint in your project. Claude Code loads it when a task matches its description.

How do I install Style Fingerprint in Codex?

Run `npx skills add uu201/character-arc --skill style-fingerprint -a codex`. Or copy the skill folder (resources/skills/community-skills/style-fingerprint in uu201/character-arc) into .agents/skills/style-fingerprint in your project. Codex loads it when a task matches its description.

Can I use Style Fingerprint 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 uu201/character-arc --skill style-fingerprint -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/style-fingerprint, .gemini/skills/style-fingerprint, .github/skills/style-fingerprint and .opencode/skills/style-fingerprint in your project.

What does Style Fingerprint need to run?

SKILL.md names no scripts, command-line tools or credentials: Style Fingerprint is instructions for the agent only.

Does Style Fingerprint 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 Style Fingerprint 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 Style Fingerprint use?

Style Fingerprint is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Style Fingerprint use?

About 464 tokens (SKILL.md is roughly 1.9k 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 1.2k tokens, read only when the agent opens those files.

What are the alternatives to Style Fingerprint?

Skills that share tags, products or a category with Style Fingerprint: Social (coreyhaines31/marketingskills, 54k stars), Humanizer (Azure-Samples/interview-coach-agent-framework, 173 stars), Avoid AI Writing (conorbronsdon/avoid-ai-writing, 4.9k stars) and JavaScript Concept Fact Checker (leonardomso/33-js-concepts, 67k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Style Fingerprint?

uu201 (a GitHub user) maintains it in uu201/character-arc, which has 583 GitHub stars. The repository holds 26 skills in this directory. The repository was last updated on October 9, 2026.

Source: uu201/character-arc on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.