Agent skill

Novel Simulate

by Xiaoyangy in Xiaoyangy/novel-studio

分析 simulate/ 参考语料合成「仿写画像」注入后续创作,或导入此前生成的画像。触发:「学这些范文的写法」「按这批文章的风格写」「导入仿写画像」,想让 Agent 借鉴结构/节奏/钩子手法时使用。

Apache-2.0Auto-check passedWriting & Content

Install Novel Simulate

skills CLI
$ npx skills add Xiaoyangy/novel-studio --skill novel-simulate -a claude-code

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

GitHub CLI
$ gh skill install Xiaoyangy/novel-studio novel-simulate --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/Xiaoyangy/novel-studio.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/novel-simulate .claude/skills/novel-simulate && 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
novel-simulate
GitHub stars
131
Token cost
~290 tokens
SKILL.md length
58 words
Files
3
Skills in repo
18
Repo updated
First seen
Licence
Apache-2.0

At a glance

分析 simulate/ 参考语料合成「仿写画像」注入后续创作,或导入此前生成的画像。触发:「学这些范文的写法」「按这批文章的风格写」「导入仿写画像」,想让 Agent 借鉴结构/节奏/钩子手法时使用。

  • Tasks that involve Creative writing and fiction
  • SKILL.md covers 前置条件, 执行, 行为 and 产物
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Novel Simulate is an agent skill from Xiaoyangy/novel-studio. 分析 simulate/ 参考语料合成「仿写画像」注入后续创作,或导入此前生成的画像。触发:「学这些范文的写法」「按这批文章的风格写」「导入仿写画像」,想让 Agent 借鉴结构/节奏/钩子手法时使用。

Its SKILL.md is about 290 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `CONTEXT.md` and `context.json`).

It sits in Writing & Content, covering Creative writing and fiction. The repository describes itself as: 开源、本地优先的 AI 长篇小说创作引擎:多智能体世界推演、按弧规划、RAG 长程记忆、逐章审核与断点恢复 | Open-source AI novel generator for long-form fiction. The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Creative writing and fiction

Example prompts

  • “/novel-simulate”

What it can do on your machine

Read from SKILL.md and the folder at commit ed04a10. 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 (its code samples are bash).

    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

Novel Simulate loads about 290 tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 58 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~29
When it runs · the whole SKILL.md, loaded when a task matches
~290

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 Xiaoyangy/novel-studio at commit ed04a10, republished under its Apache-2.0 licence (© Xiaoyangy). 58 words, ~290 tokens.

Download SKILL.mdSave it as .claude/skills/novel-simulate/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
novel-simulate
description
分析 simulate/ 参考语料合成「仿写画像」注入后续创作,或导入此前生成的画像。触发:「学这些范文的写法」「按这批文章的风格写」「导入仿写画像」,想让 Agent 借鉴结构/节奏/钩子手法时使用。

novel-simulate:仿写画像合成 / 导入

把参考文章放进 cwd 的 simulate/ 文件夹,用 architect 模型分析语料、合成仿写画像写到 output/novel/meta/simulation_profile.json。画像以 compact 形式注入 novel_context, Coordinator / Architect / Writer / Editor 都能读取——只借鉴结构、节奏、钩子和吸引读者手法, 不复制原文表达或专有设定。需要调用 LLM(architect 角色),建议先 novel-check 确认可用。

前置条件

  • 已完成首次配置(见 skills/README.md)。
  • 合成画像:cwd 下有 simulate/ 目录,内含 .txt / .md / .markdown 参考文章。

执行

bash
# 分析 simulate/ 语料,合成 / 增量更新仿写画像
novel-studio --simulate

# 导入此前生成的画像 JSON(simulation_profile.v1),按语料指纹合并、重复来源跳过
novel-studio --import-sim ./profile.json

# 仅更新画像,不写 meta/diag-export.md
novel-studio --simulate --no-diag

行为

  • 按 relative_path + sha256 跳过未变化文件;无新增/变更时提示"画像已是最新"且不调用 LLM
  • 已有画像 + 新增/修改文章时,在原画像基础上继续合成
  • --import-sim 只接受本功能生成的 simulation_profile.v1 JSON;只导入可信来源
  • 合成 / 导入成功后默认运行同一套 diag 收尾并写 output/novel/meta/diag-export.md;使用 --no-diag 可跳过

产物

  • output/novel/meta/simulation_profile.json
  • output/novel/meta/diag-export.md(默认生成;--no-diag 时跳过)

© Xiaoyangy, Apache-2.0. 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 2 other files in skills/novel-simulate of Xiaoyangy/novel-studio.

  • SKILL.md
  • CONTEXT.md
  • context.json

Open the folder on GitHubat commit ed04a10

Compare with similar skills

Novel Simulate 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.

Novel Simulate compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Novel Simulate this skillXiaoyangy/novel-studio131—~290Automated safety check: PassApache-2.0
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
InkOS Creative HarnessNarcooo/inkos10k1 repos~1.1kAutomated safety check: PassAGPL-3.0
Novel Arteternityspring/shuohao-skills4.3k—~1.1kAutomated safety check: NotesApache-2.0
SepiaNanako0129/sepia3k—~3.6kAutomated safety check: PassMIT

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Questions about Novel Simulate

What does Novel Simulate do?

分析 simulate/ 参考语料合成「仿写画像」注入后续创作,或导入此前生成的画像。触发:「学这些范文的写法」「按这批文章的风格写」「导入仿写画像」,想让 Agent 借鉴结构/节奏/钩子手法时使用。. Novel Simulate is an agent skill from Xiaoyangy/novel-studio.

When should I use Novel Simulate?

Novel Simulate fits situations like: tasks that involve Creative writing and fiction.

How do I install Novel Simulate in Claude Code?

Run `npx skills add Xiaoyangy/novel-studio --skill novel-simulate -a claude-code`. Or copy the skill folder (skills/novel-simulate in Xiaoyangy/novel-studio) into .claude/skills/novel-simulate in your project. Claude Code loads it when a task matches its description.

How do I install Novel Simulate in Codex?

Run `npx skills add Xiaoyangy/novel-studio --skill novel-simulate -a codex`. Or copy the skill folder (skills/novel-simulate in Xiaoyangy/novel-studio) into .agents/skills/novel-simulate in your project. Codex loads it when a task matches its description.

Can I use Novel Simulate 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 Xiaoyangy/novel-studio --skill novel-simulate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/novel-simulate, .gemini/skills/novel-simulate, .github/skills/novel-simulate and .opencode/skills/novel-simulate in your project.

What does Novel Simulate need to run?

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

Does Novel Simulate 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 Novel Simulate 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 Novel Simulate use?

Novel Simulate is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Novel Simulate use?

About 290 tokens (SKILL.md is roughly 1.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Novel Simulate?

Skills that share tags, products or a category with Novel Simulate: 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), InkOS Creative Harness (Narcooo/inkos, 10k stars) and Novel Art (eternityspring/shuohao-skills, 4.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Novel Simulate?

Xiaoyangy (a GitHub user) maintains it in Xiaoyangy/novel-studio, which has 131 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on September 23, 2026.

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