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SKILL.txt
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<p align="center">
<img src="assets/logo.svg" width="200" height="200" alt="InkOS Logo">
<img src="assets/logo.svg" width="180" height="180" alt="InkOS Logo">
</p>
<h1 align="center">InkOS</h1>
<p align="center">
<strong>Multi-Agent Novel Production System</strong><br>
<strong>多智能体网文生产系统</strong>
<strong>Multi-Agent Novel Production System</strong>
</p>
<p align="center">
<a href="LICENSE"><img src="https://img.shields.io/badge/License-MIT-blue.svg" alt="License: MIT"></a>
<a href="https://nodejs.org/"><img src="https://img.shields.io/badge/node-%3E%3D20.0.0-brightgreen.svg" alt="Node.js"></a>
<a href="https://pnpm.io/"><img src="https://img.shields.io/badge/pnpm-%3E%3D9.0.0-orange.svg" alt="pnpm"></a>
<a href="https://github.com/Narcooo/inkos/actions"><img src="https://github.com/Narcooo/inkos/actions/workflows/ci.yml/badge.svg" alt="CI"></a>
<a href="#status"><img src="https://img.shields.io/badge/status-alpha-red.svg" alt="Alpha"></a>
<a href="https://www.typescriptlang.org/"><img src="https://img.shields.io/badge/TypeScript-5.x-3178C6.svg?logo=typescript&logoColor=white" alt="TypeScript"></a>
</p>
<p align="center">
<a href="#why-inkos">English</a> | <a href="#为什么选择-inkos">中文</a>
English | <a href="README.zh-CN.md">中文</a>
</p>
---
Open-source multi-agent novel production system. AI agents autonomously write, audit, and revise novels — with human review gates that keep you in control.
开源多智能体网文生产系统。AI 智能体自主写作、审计、修订小说 — 人类审核门控让你始终掌控全局。
> Inspired by a validated workflow from a [linux.do](https://linux.do) community member who earned $10K+ in 3 months using AI-assisted novel writing.
>
> 灵感来自 [linux.do](https://linux.do) 社区成员验证的工作流，该成员通过 AI 辅助网文写作在 3 个月内收入超过 $10K。
---
Open-source multi-agent system that autonomously writes, audits, and revises novels — with human review gates that keep you in control.
## Why InkOS?
Writing a novel with AI isn't just "prompt and paste." Long-form fiction breaks down fast: characters forget things, items appear from nowhere, the same adjectives repeat every paragraph, and plot threads silently die. InkOS treats these as engineering problems.
- **Canonical truth files** — track the real state of the world, not what the LLM hallucinates
- **Anti-information-leaking** — ensures characters only know what they've actually witnessed
- **Anti-information-leaking** — characters only know what they've actually witnessed
- **Resource decay** — supplies deplete and items break, no infinite backpacks
- **Vocabulary fatigue detection** — catches overused words before your readers do
- **Auto-revision** — fixes critical issues (math errors, continuity breaks) before they reach human review
- **Vocabulary fatigue detection** — catches overused words before readers do
- **Auto-revision** — fixes math errors and continuity breaks before human review
## 为什么选择 InkOS？
用 AI 写小说不是简单的"提示词+复制粘贴"。长篇小说很快就会崩：角色记忆混乱、物品凭空出现、同样的形容词每段都在重复、伏笔悄无声息地断了。InkOS 把这些当工程问题来解决。
- **三大真相文件** — 追踪世界的真实状态，而非 LLM 的幻觉
- **反信息泄漏** — 确保角色只知道他们亲眼见证过的事
- **资源衰减** — 物资会消耗、物品会损坏，没有无限背包
- **词汇疲劳检测** — 在读者发现之前就捕捉过度使用的词语
- **自动修订** — 在人工审核之前修复关键问题（数值错误、连续性断裂）
---
## How It Works / 工作原理
## How It Works
InkOS runs a multi-agent pipeline for each chapter:
@@ -68,66 +45,58 @@ InkOS runs a multi-agent pipeline for each chapter:
topics outline the outline canonical truth the auditor
```
### Agent Roles / 智能体角色
### Agent Roles
| Agent 智能体 | Responsibility 职责 |
| Agent | Responsibility |
|-------|---------------|
| **Radar** 雷达 | Scans platform trends and reader preferences / 扫描平台趋势和读者偏好 |
| **Architect** 建筑师 | Plans chapter structure: outline, scene beats, pacing / 规划章节结构：大纲、场景节拍、节奏 |
| **Writer** 写手 | Produces prose from the plan + current world state / 根据大纲+当前世界状态生成正文 |
| **Continuity Auditor** 连续性审计员 | Validates draft against canonical truth files / 对照真相文件验证草稿 |
| **Reviser** 修订者 | Fixes issues found by auditor / 修复审计发现的问题 |
| **Radar** | Scans platform trends and reader preferences to inform story direction |
| **Architect** | Plans chapter structure: outline, scene beats, pacing targets |
| **Writer** | Produces prose from the plan + current world state |
| **Continuity Auditor** | Validates the draft against three canonical truth files |
| **Reviser** | Fixes issues found by the auditor — auto-fixes critical problems, flags others for human review |
### Three Canonical Truth Files / 三大真相文件
### Three Canonical Truth Files
Every book maintains three files as the single source of truth:
每本书维护三个文件作为唯一事实来源：
| File 文件 | Purpose 用途 |
| File | Purpose |
|------|---------|
| `current_state.md` | World state: locations, relationships, knowledge, emotions / 世界状态：位置、关系、认知、情感 |
| `particle_ledger.md` | Resource accounting: items, money, quantities, decay / 资源账本：物品、金钱、数量、衰减 |
| `pending_hooks.md` | Open plot threads: foreshadowing, promises, conflicts / 未闭合伏笔：铺垫、承诺、冲突 |
| `current_state.md` | World state: character locations, relationships, knowledge, emotional arcs |
| `particle_ledger.md` | Resource accounting: items, money, supplies with quantities and decay tracking |
| `pending_hooks.md` | Open plot threads: foreshadowing planted, promises to readers, unresolved conflicts |
The Continuity Auditor checks every draft against these files. If a character "remembers" something they never witnessed, or pulls a weapon they lost two chapters ago, the auditor catches it.
连续性审计员对照这三个文件检查每一章草稿。如果角色"记起"了他们从未亲眼见过的事，或者拿出了两章前已经丢失的武器，审计员会捕捉到。
---
## Architecture / 项目结构
## Architecture
```
inkos/
├── packages/
│ ├── core/ # Agent runtime, pipeline, state / 智能体运行时、管线、状态
│ ├── core/ # Agent runtime, pipeline, state management
│ │ ├── agents/ # architect, writer, continuity, reviser, radar
│ │ ├── pipeline/ # runner (write→audit→revise), scheduler (daemon)
│ │ ├── state/ # File-based state manager / 基于文件的状态管理
│ │ ├── state/ # File-based state manager
│ │ ├── llm/ # OpenAI-compatible provider (streaming)
│ │ ├── notify/ # Telegram, Feishu (飞书), WeCom (企业微信)
│ │ ├── notify/ # Telegram, Feishu, WeCom
│ │ ├── models/ # Zod schemas
│ │ └── prompts/ # Agent prompt templates / 提示词模板
│ │ └── prompts/ # Agent prompt templates
│ └── cli/ # Commander.js CLI
│ └── commands/ # init, book, write, review, status, radar, daemon, doctor
├── templates/ # Project scaffolding templates / 项目脚手架模板
└── (future) studio/ # Web UI / 网页界面
│ └── commands/ # init, book, write, review, status, export, etc.
├── templates/ # Project scaffolding templates
└── (future) studio/ # Web UI for review and editing
```
TypeScript monorepo managed with pnpm workspaces.
---
## Quick Start
## Quick Start / 快速开始
### Prerequisites / 前置要求
### Prerequisites
- Node.js >= 20.0.0
- pnpm >= 9.0.0
- An OpenAI-compatible API key / 一个 OpenAI 兼容的 API Key
- An OpenAI-compatible API key
### Install / 安装
### Install
```bash
git clone https://github.com/Narcooo/inkos.git
@@ -136,130 +105,97 @@ pnpm install
pnpm build
```
### Configure / 配置
### Configure
```bash
cp .env.example .env
```
```env
# .env
OPENAI_API_KEY=sk-your-key-here
OPENAI_BASE_URL=https://api.openai.com/v1 # or any compatible endpoint
OPENAI_MODEL=gpt-4o
# Optional: notifications / 可选：通知
# Optional: notifications
TELEGRAM_BOT_TOKEN=
TELEGRAM_CHAT_ID=
FEISHU_WEBHOOK_URL=
WECOM_WEBHOOK_URL=
```
### Create Your First Book / 创建你的第一本书
### Create Your First Book
```bash
# Initialize project / 初始化项目
inkos init
# Create a new book / 创建新书（交互式）
inkos book create
# Write the next chapter / 写下一章（运行完整智能体管线）
inkos write next
# Review the latest draft / 审阅最新草稿
inkos review
# Check project status / 查看项目状态
inkos status
inkos init # Initialize project
inkos book create # Create a new book (interactive)
inkos write next # Write next chapter (full agent pipeline)
inkos review # Review the latest draft
inkos status # Check project status
```
---
## CLI Reference
## CLI Reference / 命令参考
| Command 命令 | Description 说明 |
| Command | Description |
|---------|-------------|
| `inkos init` | Initialize project / 初始化项目 |
| `inkos book create` | Create a new book (interactive) / 创建新书 |
| `inkos write next` | Run agent pipeline for next chapter / 智能体管线写下一章 |
| `inkos write rewrite <n>` | Rewrite chapter N (restores state snapshot) / 重写第 N 章 |
| `inkos review` | Review and approve/reject draft / 审阅草稿 |
| `inkos review approve-all <id>` | Batch approve all pending chapters / 批量通过所有待审章节 |
| `inkos status` | Show project and book status / 项目状态 |
| `inkos export <id>` | Export book to txt/md / 导出书籍 |
| `inkos radar` | Scan platform trends / 扫描平台趋势 |
| `inkos config` | View/update configuration / 查看/更新配置 |
| `inkos doctor` | Diagnose setup issues / 诊断配置问题 |
| `inkos up` | Start daemon mode / 启动守护进程 |
| `inkos down` | Stop daemon / 停止守护进程 |
| `inkos init` | Initialize a new InkOS project |
| `inkos book create` | Create a new book (interactive) |
| `inkos write next` | Run the agent pipeline to produce the next chapter |
| `inkos write rewrite <n>` | Rewrite chapter N (restores state snapshot) |
| `inkos review` | Review and approve/reject the latest draft |
| `inkos review approve-all <id>` | Batch approve all pending chapters |
| `inkos status` | Show project and book status |
| `inkos export <id>` | Export book to txt/md |
| `inkos radar` | Run the Radar agent to scan platform trends |
| `inkos config` | View or update project configuration |
| `inkos doctor` | Diagnose setup issues |
| `inkos up` | Start daemon mode |
| `inkos down` | Stop the daemon |
---
## Key Features
## Key Features / 核心特性
### State Snapshots / 状态快照
### State Snapshots
Every chapter automatically creates a state snapshot. Use `inkos write rewrite <n>` to roll back and regenerate any chapter — world state, resource ledger, and plot hooks all restore to the pre-chapter state.
每章自动创建状态快照。使用 `inkos write rewrite <n>` 可以回滚并重新生成任意章节 — 世界状态、资源账本、伏笔钩子全部恢复到该章写入前的状态。
### Write Lock
### Write Lock / 写入锁
File-based locking prevents concurrent writes to the same book.
File-based locking prevents concurrent writes to the same book — no more duplicate chapters from parallel processes.
基于文件的锁机制防止对同一本书的并发写入 — 不再出现并行进程产生重复章节的问题。
### Daemon Mode / 守护进程模式
### Daemon Mode
`inkos up` starts an autonomous loop that writes chapters on a schedule. The pipeline runs fully unattended for non-critical issues, but pauses for human review when the auditor flags problems it cannot auto-fix.
`inkos up` 启动自主循环，按计划写章。管线对非关键问题全自动运行，但当审计员标记无法自动修复的问题时会暂停等待人工审核。
Notifications via Telegram, Feishu, or WeCom.
Notifications via Telegram, Feishu (飞书), or WeCom (企业微信).
## Status
通过 Telegram、飞书或企业微信发送通知。
**Early alpha.** The core pipeline works, but expect breaking changes.
---
What works:
- Full agent pipeline (architect -> writer -> continuity auditor -> reviser)
- File-based state management with canonical truth files
- CLI for project init, book creation, writing, review, export
- State snapshots and chapter rewrite
- Notification dispatch (Telegram, Feishu, WeCom)
- Daemon mode with scheduler
## Status / 项目状态
What's planned:
- `packages/studio` — web UI for review, editing, and book management
- Plugin system for custom agents
- Multi-LLM routing (different models for different agents)
- Export to platform-specific formats
**Early alpha / 早期 alpha 阶段。** The core pipeline works, but expect breaking changes.
## Contributing
核心管线可用，但预计会有破坏性变更。
What works / 已实现：
- Full agent pipeline (architect → writer → continuity auditor → reviser) / 完整智能体管线
- File-based state management with canonical truth files / 基于文件的状态管理 + 真相文件
- CLI for project init, book creation, writing, review, export / 完整 CLI
- State snapshots and chapter rewrite / 状态快照和章节重写
- Notification dispatch (Telegram, Feishu, WeCom) / 通知推送
- Daemon mode with scheduler / 守护进程模式
- 102 unit tests / 102 个单元测试
What's planned / 规划中：
- `packages/studio` — web UI for review and editing / 网页审阅编辑界面
- Plugin system for custom agents / 自定义智能体插件系统
- Multi-LLM routing (different models for different agents) / 多模型路由
- Export to platform-specific formats (起点, 番茄, etc.) / 平台格式导出
---
## Contributing / 贡献
Contributions welcome. This is early-stage software — if you're interested in AI-assisted creative writing infrastructure, open an issue or PR.
欢迎贡献。这是早期阶段的软件 — 如果你对 AI 辅助创作基础设施感兴趣，欢迎提 issue 或 PR。
Contributions welcome. Open an issue or PR.
```bash
pnpm install
pnpm dev # watch mode / 监听模式
pnpm test # run tests / 运行测试
pnpm typecheck # type-check / 类型检查
pnpm dev # watch mode for all packages
pnpm test # run tests
pnpm typecheck # type-check without emitting
```
---
## License
[MIT](LICENSE)
README.zh-CN.md
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@@ -0,0 +1,201 @@
<p align="center">
<img src="assets/logo.svg" width="180" height="180" alt="InkOS Logo">
</p>
<h1 align="center">InkOS</h1>
<p align="center">
<strong>多智能体网文生产系统</strong>
</p>
<p align="center">
<a href="LICENSE"><img src="https://img.shields.io/badge/License-MIT-blue.svg" alt="License: MIT"></a>
<a href="https://nodejs.org/"><img src="https://img.shields.io/badge/node-%3E%3D20.0.0-brightgreen.svg" alt="Node.js"></a>
<a href="https://pnpm.io/"><img src="https://img.shields.io/badge/pnpm-%3E%3D9.0.0-orange.svg" alt="pnpm"></a>
<a href="https://www.typescriptlang.org/"><img src="https://img.shields.io/badge/TypeScript-5.x-3178C6.svg?logo=typescript&logoColor=white" alt="TypeScript"></a>
</p>
<p align="center">
<a href="README.md">English</a> | 中文
</p>
---
开源多智能体网文生产系统。AI 智能体自主完成写作、审计、修订的完整流程 — 人类审核门控让你始终掌控全局。
## 为什么需要 InkOS？
用 AI 写小说不是简单的"提示词 + 复制粘贴"。长篇小说很快就会崩：角色记忆混乱、物品凭空出现、同样的形容词每段都在重复、伏笔悄无声息地断掉。InkOS 把这些当工程问题来解决。
- **三大真相文件** — 追踪世界的真实状态，而非 LLM 的幻觉
- **反信息泄漏** — 确保角色只知道他们亲眼见证过的事
- **资源衰减** — 物资会消耗、物品会损坏，没有无限背包
- **词汇疲劳检测** — 在读者发现之前就捕捉过度使用的词语
- **自动修订** — 在人工审核之前修复数值错误和连续性断裂
## 工作原理
InkOS 为每一章运行多智能体管线：
```
雷达 ──> 建筑师 ──> 写手 ──> 连续性审计员 ──> 修订者
│ │ │ │ │
扫描 规划 根据大纲 对照真相文件 修复审计员
平台 章节 +当前状态 验证草稿 发现的问题
趋势 结构 生成正文
```
### 智能体角色
| 智能体 | 职责 |
|--------|------|
| **雷达 Radar** | 扫描平台趋势和读者偏好，指导故事方向 |
| **建筑师 Architect** | 规划章节结构：大纲、场景节拍、节奏控制 |
| **写手 Writer** | 根据大纲 + 当前世界状态生成正文 |
| **连续性审计员 Auditor** | 对照三大真相文件验证草稿 |
| **修订者 Reviser** | 修复审计发现的问题 — 关键问题自动修复，其他标记给人工审核 |
### 三大真相文件
每本书维护三个文件作为唯一事实来源：
| 文件 | 用途 |
|------|------|
| `current_state.md` | 世界状态：角色位置、关系网络、已知信息、情感弧线 |
| `particle_ledger.md` | 资源账本：物品、金钱、物资数量及衰减追踪 |
| `pending_hooks.md` | 未闭合伏笔：铺垫、对读者的承诺、未解决冲突 |
连续性审计员对照这三个文件检查每一章草稿。如果角色"记起"了从未亲眼见过的事，或者拿出了两章前已经丢失的武器，审计员会捕捉到。
## 项目结构
```
inkos/
├── packages/
│ ├── core/ # 智能体运行时、管线、状态管理
│ │ ├── agents/ # architect, writer, continuity, reviser, radar
│ │ ├── pipeline/ # runner (写→审→改), scheduler (守护进程)
│ │ ├── state/ # 基于文件的状态管理器
│ │ ├── llm/ # OpenAI 兼容接口 (流式)
│ │ ├── notify/ # Telegram, 飞书, 企业微信
│ │ ├── models/ # Zod schema 校验
│ │ └── prompts/ # 提示词模板
│ └── cli/ # Commander.js 命令行
│ └── commands/ # init, book, write, review, status, export 等
├── templates/ # 项目脚手架模板
└── (规划中) studio/ # 网页审阅编辑界面
```
TypeScript 单仓库，pnpm workspaces 管理。
## 快速开始
### 前置要求
- Node.js >= 20.0.0
- pnpm >= 9.0.0
- OpenAI 兼容的 API Key
### 安装
```bash
git clone https://github.com/Narcooo/inkos.git
cd inkos
pnpm install
pnpm build
```
### 配置
```bash
cp .env.example .env
```
```env
OPENAI_API_KEY=sk-your-key-here
OPENAI_BASE_URL=https://api.openai.com/v1 # 或任何兼容端点
OPENAI_MODEL=gpt-4o
# 可选：通知推送
TELEGRAM_BOT_TOKEN=
TELEGRAM_CHAT_ID=
FEISHU_WEBHOOK_URL=
WECOM_WEBHOOK_URL=
```
### 创建你的第一本书
```bash
inkos init # 初始化项目
inkos book create # 创建新书（交互式）
inkos write next # 写下一章（运行完整智能体管线）
inkos review # 审阅最新草稿
inkos status # 查看项目状态
```
## 命令参考
| 命令 | 说明 |
|------|------|
| `inkos init` | 初始化项目 |
| `inkos book create` | 创建新书 |
| `inkos write next` | 智能体管线写下一章 |
| `inkos write rewrite <n>` | 重写第 N 章（恢复状态快照） |
| `inkos review` | 审阅并通过/拒绝草稿 |
| `inkos review approve-all <id>` | 批量通过所有待审章节 |
| `inkos status` | 项目状态 |
| `inkos export <id>` | 导出书籍为 txt/md |
| `inkos radar` | 扫描平台趋势 |
| `inkos config` | 查看/更新配置 |
| `inkos doctor` | 诊断配置问题 |
| `inkos up` | 启动守护进程模式 |
| `inkos down` | 停止守护进程 |
## 核心特性
### 状态快照
每章自动创建状态快照。使用 `inkos write rewrite <n>` 可以回滚并重新生成任意章节 — 世界状态、资源账本、伏笔钩子全部恢复到该章写入前的状态。
### 写入锁
基于文件的锁机制防止对同一本书的并发写入。
### 守护进程模式
`inkos up` 启动自主循环，按计划写章。管线对非关键问题全自动运行，当审计员标记无法自动修复的问题时暂停等待人工审核。
通过 Telegram、飞书或企业微信推送通知。
## 项目状态
**早期 alpha 阶段。** 核心管线可用，预计会有破坏性变更。
已实现：
- 完整智能体管线（建筑师 → 写手 → 连续性审计员 → 修订者）
- 基于文件的状态管理 + 三大真相文件
- 完整 CLI（初始化、建书、写作、审阅、导出）
- 状态快照和章节重写
- 通知推送（Telegram、飞书、企业微信）
- 守护进程模式
规划中：
- `packages/studio` — 网页审阅编辑界面
- 自定义智能体插件系统
- 多模型路由（不同智能体用不同模型）
- 平台格式导出（起点、番茄等）
## 参与贡献
欢迎贡献代码。这是早期阶段的软件，欢迎提 issue 或 PR。
```bash
pnpm install
pnpm dev # 监听模式
pnpm test # 运行测试
pnpm typecheck # 类型检查
```
## 许可证
[MIT](LICENSE)
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