A claw-native workspace for long-form AI writing
一个面向长篇 AI 写作的 Claw 原生工作台
Write-Claw is built around a simple idea:
AI writing should not stop at “prompt in, text out.”
Write-Claw 围绕一个很直接的目标展开：
AI 写作不该停留在“输入一句，生成一段”。
It should be able to plan, write, pause, revise, remember, and keep the author inside the loop.
它应该能够规划、写作、暂停、修订、记忆，并且始终把作者保留在创作循环里。
Write-Claw is a runtime-focused writing workspace for long-form creation.
It combines a local web portal, a Claw-style orchestration loop, editable memory surfaces, chapter checkpoints, and a visible execution trace into one continuous workflow.
Write-Claw 是一个面向长篇创作的运行时写作工作台。
它把本地 Web 门户、Claw 风格调度循环、可编辑记忆面板、章节 checkpoint 和可见执行轨迹整合到同一个连续工作流中。
Most writing tools show only the output.
Write-Claw tries to show the process.
大多数写作工具只展示结果。
Write-Claw 更想把“过程”本身做出来。
-
Visible runtimeYou can see what the system is doing, instead of trusting a black box.可见运行时你可以看到系统正在做什么，而不是只能相信一个黑箱。 -
Interruptible flowYou can stop, steer, and adjust direction while the writing is still happening.可打断流程你可以在写作进行中随时打断、改向、继续推进。 -
Checkpoint-driven chaptersEach chapter can become a decision point, not just a generated artifact.章节式 checkpoint每一章都可以成为一个决策节点，而不只是生成产物。 -
Memory-first collaborationCharacter state, world state, notes, and planning can accumulate over time.记忆优先的协作写作角色状态、世界状态、笔记与规划会在写作过程中持续积累。
| Module | English | 中文 |
|---|---|---|
| Runtime Loop | Dynamic Claw loop with live action trace and visible step flow. | 动态 Claw 循环，提供实时动作轨迹和可见步骤流。 |
| Writing Console | A unified surface for chat, progress, checkpoints, and manuscript work. | 统一界面整合对话、进度、checkpoint 和稿件工作区。 |
| Memory Surface | Editable panels for memory banks, character state, world facts, and revision notes. | 可编辑的记忆面板，覆盖记忆库、角色状态、世界事实和修订笔记。 |
| Workspace Tools | Planning, sync, retrieval, revision, and chapter operations in one place. | 在一个界面中完成规划、同步、检索、修订和章节操作。 |
These screenshots show the current Write-Claw interface in action.
下面这些截图展示了当前 Write-Claw 的实际界面效果。
Live runtime trace / 实时运行轨迹 |
Main chat surface / 主对话界面 |
Chapter progress flow / 章节推进流程 |
Character archive / 角色档案 |
World and context view / 世界与上下文视图 |
Storyboard workspace / 故事板工作区 |
Memory overview / 记忆总览 |
Editable workspace detail / 可编辑工作区详情 |
Capability control / 能力控制台 |
Model settings / 模型配置 |
Session center / 会话中心 |
Status and trace / 状态与轨迹 |
Skills and agents / 技能与代理 |
Writing workspace / 写作工作台 |
System capability stack / 系统能力栈 |
Write-Claw is especially interesting for:
- writers who want chapter-level control instead of one-shot generation
想要章节级控制，而不是一次性生成的作者 - developers exploring agents, memory systems, tools, and runtime interaction
正在探索 agent、记忆系统、工具调用和运行时交互的开发者 - researchers interested in long-form writing, orchestration, and human-in-the-loop systems
关注长文本写作、任务编排和 human-in-the-loop 系统的研究者
cd Write-Claw
.\local_web_portal\start_local.ps1Open in browser:
浏览器访问：
http://127.0.0.1:8010
Copy-Item local_web_portal\.env.example local_web_portal\.envFill in your own provider keys and local settings.
填写你自己的 provider 密钥和本地配置。
Do not commit local_web_portal\.env.
不要提交 local_web_portal\.env。
Write-Claw/
├─ agents/ # agent implementations | Agent 实现
├─ rag/ # memory and retrieval | 记忆与检索
├─ utils/ # shared helpers | 通用工具
├─ workflow/ # orchestration and execution | 编排与执行
├─ local_web_portal/
│ ├─ app/ # FastAPI web application | Web 应用
│ ├─ start_local.ps1 # local startup script | 本地启动脚本
│ └─ .env.example # environment template | 环境模板
├─ png/ # README screenshots | README 截图资源
├─ main.py
├─ config.py
├─ capability_registry.py
└─ requirements.txt
You can understand this repository as:
- a standalone runtime repo for the Write-Claw experience
一个可独立运行的 Write-Claw 仓库 - a visual project surface for showing how Claw can work in writing
一个展示 Claw 如何进入写作场景的项目表面 - a foundation for future work on MCP, skills, memory, and long-form agentic creation
一个继续拓展 MCP、skills、记忆系统和长篇 agent 创作的基础项目