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.
把各功能串成一条可恢复的流水线：（共创→）写作→评审→重写→交付，按阶段执行、断点续跑。触发：「一条龙写完整本书」「从头跑完整个流程」「中断后接着跑」，想要无人值守端到端、且能中断恢复时使用。
Install Novel Pipeline
$ npx skills add Xiaoyangy/novel-studio --skill novel-pipeline -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Xiaoyangy/novel-studio novel-pipeline --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Xiaoyangy/novel-studio.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/novel-pipeline .claude/skills/novel-pipeline && rm -rf skills-srcUse ~/.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/
Install the "novel-pipeline" agent skill from https://github.com/Xiaoyangy/novel-studio/tree/main/skills/novel-pipeline into .claude/skills/novel-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "novel-pipeline", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Xiaoyangy/novel-studio/tree/main/skills/novel-pipelineType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Xiaoyangy/novel-studio --skill novel-pipeline -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Xiaoyangy/novel-studio novel-pipeline --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Xiaoyangy/novel-studio.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/novel-pipeline .agents/skills/novel-pipeline && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "novel-pipeline" agent skill from https://github.com/Xiaoyangy/novel-studio/tree/main/skills/novel-pipeline into .agents/skills/novel-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "novel-pipeline", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Xiaoyangy/novel-studio --skill novel-pipeline -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Xiaoyangy/novel-studio novel-pipeline --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Xiaoyangy/novel-studio.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/novel-pipeline .cursor/skills/novel-pipeline && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "novel-pipeline" agent skill from https://github.com/Xiaoyangy/novel-studio/tree/main/skills/novel-pipeline into .cursor/skills/novel-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "novel-pipeline", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Xiaoyangy/novel-studio.git --path skills/novel-pipeline--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Xiaoyangy/novel-studio --skill novel-pipeline -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Xiaoyangy/novel-studio novel-pipeline --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Xiaoyangy/novel-studio.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/novel-pipeline .gemini/skills/novel-pipeline && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "novel-pipeline" agent skill from https://github.com/Xiaoyangy/novel-studio/tree/main/skills/novel-pipeline into .gemini/skills/novel-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "novel-pipeline", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Xiaoyangy/novel-studio novel-pipelineInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Xiaoyangy/novel-studio --skill novel-pipeline -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Xiaoyangy/novel-studio.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/novel-pipeline .github/skills/novel-pipeline && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "novel-pipeline" agent skill from https://github.com/Xiaoyangy/novel-studio/tree/main/skills/novel-pipeline into .github/skills/novel-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "novel-pipeline", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Xiaoyangy/novel-studio --skill novel-pipeline -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Xiaoyangy/novel-studio novel-pipeline --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Xiaoyangy/novel-studio.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/novel-pipeline .opencode/skills/novel-pipeline && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "novel-pipeline" agent skill from https://github.com/Xiaoyangy/novel-studio/tree/main/skills/novel-pipeline into .opencode/skills/novel-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "novel-pipeline", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
novel-pipeline- GitHub stars
- 131
- Token cost
- ~632 tokens
- SKILL.md length
- 125 words
- Files
- 3
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
把各功能串成一条可恢复的流水线：（共创→）写作→评审→重写→交付，按阶段执行、断点续跑。触发：「一条龙写完整本书」「从头跑完整个流程」「中断后接着跑」，想要无人值守端到端、且能中断恢复时使用。
- Tasks that involve Creative writing and fiction
- SKILL.md covers 阶段, 前置条件, 执行 and 参数, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Novel Pipeline is an agent skill from Xiaoyangy/novel-studio. 把各功能串成一条可恢复的流水线：（共创→）写作→评审→重写→交付，按阶段执行、断点续跑。触发：「一条龙写完整本书」「从头跑完整个流程」「中断后接着跑」，想要无人值守端到端、且能中断恢复时使用。
Its SKILL.md is about 630 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-pipeline”
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 Pipeline loads about 632 tokens when it runs. Until then it costs about 28 tokens; SKILL.md has 125 words of instructions outside code blocks.
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). 125 words, ~632 tokens.
Download SKILL.mdSave it as
.claude/skills/novel-pipeline/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- novel-pipeline
- description
- 把各功能串成一条可恢复的流水线：（共创→）写作→评审→重写→交付，按阶段执行、断点续跑。触发：「一条龙写完整本书」「从头跑完整个流程」「中断后接着跑」，想要无人值守端到端、且能中断恢复时使用。
novel-pipeline：可恢复流水线
按阶段顺序跑完整流程，状态存 output/novel/meta/pipeline.json，已完成的阶段重跑时自动跳过，
从断点继续。流水线只做阶段编排；每个阶段复用对应子命令逻辑，阶段内部还有更细的恢复
（write 走 checkpoint、review/rewrite 按章号），两层恢复叠加。
阶段
cocreate（可选，多轮澄清）→ write（创作）→ review（评审）→ rewrite（重写）→ deliver（交付沉淀：推进台账 + RAG 事实入库 + 交付快照）
默认序列：write,review,rewrite,deliver（假设已有创作指令）。
前置条件
- 已完成首次配置（见
skills/README.md），LLM 可用（先novel-check）。 - 含
cocreate阶段时需要交互终端。
执行
# 标准：给创作指令，跑写作→评审→重写→交付
novel-studio --pipeline --prompt "写一本东方玄幻长篇，主角从边陲小城起步"
# 从文件读创作指令
novel-studio --pipeline --prompt-file ./requirement.md
# 先共创澄清再一条龙（首阶段交互，之后无人值守）
novel-studio --pipeline --stages cocreate,write,review,rewrite,deliver
# 自定义阶段子集
novel-studio --pipeline --prompt "..." --stages write,deliver
# 单阶段评审 / 重写也走 pipeline，可指定章号范围
novel-studio --pipeline --stages review --from 3 --to 8 --budget 5m
novel-studio --pipeline --stages rewrite --from 3 --to 8 --role coordinator
# 中断后再次运行同一命令即从断点继续；要从头重跑用 --restart
novel-studio --pipeline --prompt "..."
novel-studio --pipeline --prompt "..." --restart参数
| 参数 | 默认 | 说明 |
|---|---|---|
--prompt <text> / --prompt-file <path> | — | 创作指令（write 阶段用；- 表示 stdin） |
--stages a,b,c | write,review,rewrite,deliver | 阶段子集与顺序 |
--write-to <n> | 0 | write 阶段写到指定章节后暂停；0 表示写到全书完结 |
--from <n> / --to <n> | 0 | review / rewrite 阶段章号范围 |
--budget <dur> | 阶段默认 | review / rewrite 阶段每章 LLM 调用预算 |
--role <name> | writer | rewrite 阶段模型角色 |
--restart | 关 | 清空已保存状态，从头重跑 |
恢复语义
- 每个阶段成功返回后还要通过证据校验，才写入
pipeline.json的completed与evidence；失败或证据不足的阶段不标记完成，下次重跑从它继续 write阶段：本书已完结则跳过；已有进度则恢复创作；全新项目用创作指令起新书- 已标记完成的阶段重跑时会先复核证据；若产物被删或 checkpoint 缺失，会清掉完成标记并重跑该阶段
- 证据口径：
write看progress.phase=complete、章节文件和commit_chaptercheckpoint；review看reviews/*.md与meta/review-summary.md；rewrite看章节文件和.pre-rewrite.md备份；deliver看meta/delivery_log.jsonl/meta/delivery_log.md novel-studio --diag会只读报告meta/pipeline.json的证据漂移；真正清标记和重跑只发生在再次执行--pipeline时- 改了
--stages列表会重置进度（保留已捕获的创作指令） - 状态文件用临时文件 + rename 原子写入，写一半崩溃不损坏
--headless --prompt、--review-existing、--rewrite-existing只保留为兼容别名，新任务应直接调用--pipeline
长期资产
流水线过程中会持续读写 meta/writing_assets.json、book_world.json、meta/resource_ledger.json
和 meta/rag/*。这些文件是可编辑、可复用的创作资产；不要把写法、世界观或资源状态只写在
一次性 prompt 里。
© 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-pipeline of Xiaoyangy/novel-studio.
- SKILL.md
- CONTEXT.md
- context.json
Open the folder on GitHubat commit ed04a10
Compare with similar skills
Novel Pipeline 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Novel Pipeline this skillXiaoyangy/novel-studio | 131 | — | ~632 | Automated safety check: Pass | Apache-2.0 | |
| Story Multi-Perspective Reviewzenstory-ai/oh-story-claudecode | 7.4k | 3 repos | ~3k | Automated safety check: Pass | MIT | |
| Short Web Fiction Trend Scanzenstory-ai/oh-story-claudecode | 7.4k | 2 repos | ~1.2k | Automated safety check: Pass | MIT | |
| InkOS Creative HarnessNarcooo/inkos | 10k | 1 repos | ~1.1k | Automated safety check: Pass | AGPL-3.0 | |
| Novel Arteternityspring/shuohao-skills | 4.3k | — | ~1.1k | Automated safety check: Notes | Apache-2.0 | |
| SepiaNanako0129/sepia | 3.1k | — | ~3.6k | Automated safety check: Pass | MIT |
Similar skills
Short Web Fiction Trend Scan
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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.
InkOS Creative Harness
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Drives long-form fiction, scripts, storyboards, interactive films and long-document translation through InkOS, with every change made by a typed action.
Novel Art
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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。
Sepia
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Make AI-generated writing read as human-written, in fiction and in professional prose.
Story Toolbox Router
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Questions about Novel Pipeline
What does Novel Pipeline do?
把各功能串成一条可恢复的流水线：（共创→）写作→评审→重写→交付，按阶段执行、断点续跑。触发：「一条龙写完整本书」「从头跑完整个流程」「中断后接着跑」，想要无人值守端到端、且能中断恢复时使用。. Novel Pipeline is an agent skill from Xiaoyangy/novel-studio.
When should I use Novel Pipeline?
Novel Pipeline fits situations like: tasks that involve Creative writing and fiction.
How do I install Novel Pipeline in Claude Code?
Run `npx skills add Xiaoyangy/novel-studio --skill novel-pipeline -a claude-code`. Or copy the skill folder (skills/novel-pipeline in Xiaoyangy/novel-studio) into .claude/skills/novel-pipeline in your project. Claude Code loads it when a task matches its description.
How do I install Novel Pipeline in Codex?
Run `npx skills add Xiaoyangy/novel-studio --skill novel-pipeline -a codex`. Or copy the skill folder (skills/novel-pipeline in Xiaoyangy/novel-studio) into .agents/skills/novel-pipeline in your project. Codex loads it when a task matches its description.
Can I use Novel Pipeline 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-pipeline -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-pipeline, .gemini/skills/novel-pipeline, .github/skills/novel-pipeline and .opencode/skills/novel-pipeline in your project.
What does Novel Pipeline need to run?
SKILL.md names no scripts, command-line tools or credentials: Novel Pipeline is instructions for the agent only.
Does Novel Pipeline 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 Pipeline 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 Pipeline use?
Novel Pipeline 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 Pipeline use?
About 632 tokens (SKILL.md is roughly 2.5k 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 Pipeline?
Skills that share tags, products or a category with Novel Pipeline: 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 Pipeline?
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.