Agent skill

Vibe Writing

by lornshrimp in lornshrimp/Lorn.NovelWriteSkills

Vibe Writing 写作系统,用于创建高质量、低AI检测率的中文文章。适用于公众号文章、博客、Newsletter等内容写作,也可用于修改已有文章降低AI味,或审校内容质量。包含三遍审校机制、降AI味技巧和口语化写作指南。

No licenceAuto-check passedWriting & Content

Install Vibe Writing

skills CLI
$ npx skills add lornshrimp/Lorn.NovelWriteSkills --skill vibe-writing -a claude-code

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

GitHub CLI
$ gh skill install lornshrimp/Lorn.NovelWriteSkills vibe-writing --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/lornshrimp/Lorn.NovelWriteSkills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'AI科幻/写作研究/vibe-writing' .claude/skills/vibe-writing && 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
vibe-writing
GitHub stars
232
Token cost
~1.2k tokens
SKILL.md length
348 words
Files
3 (incl. references)
Skills in repo
3
Repo updated
First seen
Licence
None found

At a glance

Vibe Writing 写作系统,用于创建高质量、低AI检测率的中文文章。适用于公众号文章、博客、Newsletter等内容写作,也可用于修改已有文章降低AI味,或审校内容质量。包含三遍审校机制、降AI味技巧和口语化写作指南。

  • Works in 12 steps: :初始化工作区(首次使用) → :理解需求 & 保存 Brief → :调研 & 知识管理 → …
  • Tasks that involve Newsletters
  • SKILL.md covers 核心理念, 工作区目录结构, 任务类型 and 核心工作流(9 步), plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Vibe Writing is an agent skill from lornshrimp/Lorn.NovelWriteSkills. Vibe Writing 写作系统,用于创建高质量、低AI检测率的中文文章。适用于公众号文章、博客、Newsletter等内容写作,也可用于修改已有文章降低AI味,或审校内容质量。包含三遍审校机制、降AI味技巧和口语化写作指南。

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/写作风格指南.md` and `references/降AI味审校清单.md`).

It sits in Writing & Content, covering Newsletters. The repository describes itself as: 一个面向长篇网文 / 小说创作工作流的 AI 写作资产库。它不是“随手堆提示词”的仓库,而是一套围绕 题材设计 → 大纲搭建 → 章节创作 → 审阅润色 → 多平台改写 → 质量门禁 → 分发落盘 搭起来的可复用写作系统。

When your agent uses it

  • Tasks that involve Newsletters

Example prompts

  • “/vibe-writing”

Workflow steps

12 steps, taken from the step headings in SKILL.md.

  1. :初始化工作区(首次使用)
  2. :理解需求 & 保存 Brief
  3. :调研 & 知识管理
  4. :选题讨论(必做!)
  5. :创建协作文档(如需要)
  6. :学习写作风格
  7. 5:使用个人素材库(降AI味核心!)
  8. :等待测试数据(如需要)
  9. :创作初稿
  10. 5:风格转换实验(可选)
  11. :三遍审校(最关键!)
  12. :保存最终版 & 配图

What it can do on your machine

Read from SKILL.md and the folder at commit f36540b. 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

Vibe Writing loads about 1.2k tokens when it runs, and up to ~6.5k if it reads all its reference files. Until then it costs about 32 tokens; SKILL.md has 348 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~32
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~6.5k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 348 words (~1,198 tokens).

name
vibe-writing
user-invocable
false

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files (references) in AI科幻/写作研究/vibe-writing of lornshrimp/Lorn.NovelWriteSkills.

  • SKILL.md
  • references/写作风格指南.md
  • references/降AI味审校清单.md

Open the folder on GitHubat commit f36540b

Compare with similar skills

Vibe Writing 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.

Vibe Writing compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Vibe Writing this skilllornshrimp/Lorn.NovelWriteSkills232—~1.2kAutomated safety check: PassNone
Internal Communications Writeranthropics/skills180k38 repos~378Automated safety check: PassApache-2.0
Clarityaddyosmani/clarity2691 repos~1.9kAutomated safety check: PassMIT
News Aggregator Skillcclank/news-aggregator-skill1.3k—~2.1kAutomated safety check: PassNone
Changelog Social RecapFlorianBruniaux/claude-code-ultimate-guide6.1k—~1.8kAutomated safety check: NotesCC-BY-SA-4.0
Newsletter Voicecharlie947/social-media-skills3.8k—~2.5kAutomated safety check: PassMIT

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Questions about Vibe Writing

What does Vibe Writing do?

Vibe Writing 写作系统,用于创建高质量、低AI检测率的中文文章。适用于公众号文章、博客、Newsletter等内容写作,也可用于修改已有文章降低AI味,或审校内容质量。包含三遍审校机制、降AI味技巧和口语化写作指南。. NovelWriteSkills.

When should I use Vibe Writing?

Vibe Writing fits situations like: tasks that involve Newsletters.

How do I install Vibe Writing in Claude Code?

Run `npx skills add lornshrimp/Lorn.NovelWriteSkills --skill vibe-writing -a claude-code`. Or copy the skill folder (AI科幻/写作研究/vibe-writing in lornshrimp/Lorn.NovelWriteSkills) into .claude/skills/vibe-writing in your project. Claude Code loads it when a task matches its description.

How do I install Vibe Writing in Codex?

Run `npx skills add lornshrimp/Lorn.NovelWriteSkills --skill vibe-writing -a codex`. Or copy the skill folder (AI科幻/写作研究/vibe-writing in lornshrimp/Lorn.NovelWriteSkills) into .agents/skills/vibe-writing in your project. Codex loads it when a task matches its description.

Can I use Vibe Writing 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 lornshrimp/Lorn.NovelWriteSkills --skill vibe-writing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/vibe-writing, .gemini/skills/vibe-writing, .github/skills/vibe-writing and .opencode/skills/vibe-writing in your project.

What does Vibe Writing need to run?

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

Does Vibe Writing 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 Vibe Writing 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 Vibe Writing use?

No licence was found for Vibe Writing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Vibe Writing use?

About 1.2k tokens (SKILL.md is roughly 4.8k 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 5.3k tokens, read only when the agent opens those files.

What are the alternatives to Vibe Writing?

Skills that share tags, products or a category with Vibe Writing: Internal Communications Writer (anthropics/skills, 180k stars), Clarity (addyosmani/clarity, 269 stars), News Aggregator Skill (cclank/news-aggregator-skill, 1.3k stars) and Changelog Social Recap (FlorianBruniaux/claude-code-ultimate-guide, 6.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Vibe Writing?

lornshrimp (a GitHub user) maintains it in lornshrimp/Lorn.NovelWriteSkills, which has 232 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on September 4, 2026.

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