Claude Code Projects重构:从文件夹到多Agent协作
Projects redesigned: from folder to conversation
Claude Code引入的多Agent协作机制是开发者提效的关键工具,详细的工作流拆解与记忆共享设计值得深入关注。
Projects redesigned: from folder to conversation
项目重新设计:从文件夹到对话
A new experience for Claude projects, now available in beta in Claude Code
Claude 项目的全新体验,现已在 Claude Code 中以测试版形式提供
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- September 17, 2026
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- https://claude.com/blog/projects-redesigned
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- Claude Code
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- 2026 年 9 月 17 日
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- https://claude.com/blog/projects-redesigned
Managing multiple sessions across a build used to require you to divide the work, juggle handoffs, and stitch the results back together. Now in a Claude Code project, you describe what needs to get done and Claude manages the work.
过去,跨构建管理多个会话需要你将工作拆分、协调交接并将结果拼接起来。现在,在 Claude Code 项目中,你只需描述需要完成的任务,Claude 便会管理工作。
Claude scopes the request, delegates the work, coordinates parallel threads, reviews the outputs, and assembles the finished result. You can steer progress throughout, even from your phone, and it keeps working after you step away from your computer.
Claude 会界定请求范围、委派工作、协调并行线程、审查输出并组装最终结果。你可以全程引导进度,即使通过手机也能操作,而且在你离开电脑后它仍会继续运行。
For example, configure a project and set a goal to reduce your app's checkout p75 latency. Then ask Claude to profile each endpoint, test optimizations, and open PRs in parallel threads. Or connect your API, web, and mobile repos and set a goal to retire a deprecated v1 endpoint. Claude creates a thread per repo to migrate the callers, run the tests, open PRs, and then tells you which ones need to merge first.
例如,配置一个项目并设定目标以降低应用 checkout p75 延迟。然后让 Claude 对每个端点进行性能分析、测试优化方案,并在并行线程中提交 PR。或者连接你的 API、Web 和移动仓库,并设定目标以废弃旧的 v1 端点。Claude 会为每个仓库创建线程来迁移调用方、运行测试、提交 PR,然后告诉你哪些需要优先合并。
Starting today, updated projects are available in beta to select Claude Pro and Max subscribers who use cloud sessions in Claude Code and don’t have any existing projects on the web or desktop.
从今天起,更新后的项目将以测试版形式向部分使用 Claude Code 云端会话且网页或桌面端没有任何现有项目的 Claude Pro 和 Max 订阅用户开放。
Over the coming week, we'll expand access to more Claude Code users on those plans. Updated projects across all of Claude and Team and Enterprise plans come after that. If you're on Pro or Max and don't have access yet, you can join the waitlist.
在未来一周内,我们将向更多这些计划下的 Claude Code 用户开放访问权限。随后,所有 Claude 及 Team 和 Enterprise 计划中的项目都将更新。如果你使用的是 Pro 或 Max 计划但尚未获得访问权限,可以加入等待名单。
Existing projects on Pro and Max plans keep working as they do today. We'll upgrade them as the rollout expands to chat and Cowork.
Pro 和 Max 计划中的现有项目将继续按当前方式正常运行。随着推广范围扩展到聊天和 Cowork,我们将对其进行升级。
Threads do the work, Claude directs it
线程执行工作,Claude 进行指挥
Projects have threads that do the work and a coordinator that directs them.
项目包含执行工作的线程以及负责指挥它们的协调器。
When you start a project, you select a goal as well as the repo or context. Claude starts by suggesting work it can pick up right away. You can configure the project’s cloud environment, connectors, plugins, instructions, and model.
启动项目时,你需要选择目标以及关联的仓库或上下文。Claude 会首先建议它可以立即接手的工作。你可以配置项目的云端环境、连接器、插件、指令和模型。
You can monitor and guide progress in the main project chat, or dive into each individual thread to examine and steer the details. Brief Claude in the project the way you'd brief a chief of staff and it routes work to new or pre-existing threads.
你可以在主项目聊天中监控和指导进度,也可以深入各个独立线程以检查并引导细节。像向幕僚长简报一样在项目里向 Claude 说明情况,它会将工作路由到新线程或已有线程。
Claude also checks in and follows through on work. With repositories connected, a thread opens pull requests and runs your tests; with documents, it reads them and drafts.
Claude 还会跟进并落实工作。连接代码仓库后,线程会打开拉取请求(Pull Requests)并运行测试;连接文档后,它会阅读文档并进行起草。
Under the hood, each thread is a Claude Code cloud session working on its own branch and copy of the repo. The coordinator keeps work organized, but if any threads work on the same code, the overlap is resolved as a merge conflict just like any other PR.
在底层,每个线程都是一个 Claude Code 云会话,在其自己的分支和仓库副本上工作。协调器负责保持工作有序,但如果任何线程处理相同的代码,重叠部分将像其他拉取请求一样作为合并冲突来解决。
Each thread can further split its delegated work into pieces using subagents, loops, and workflows when needed so large assignments finish faster.
根据需要,每个线程可以使用子代理(subagents)、循环和工作流进一步将其委托的工作拆分为更小的部分,从而使大型任务完成得更快。
Context builds over time
上下文随时间积累
Projects are designed for long-running or agentic workflows: work that takes longer than one reply and has more than one part.
项目专为长时间运行或智能体(agentic)工作流设计:即耗时超过一次回复且包含多个部分的工作。
Over time, Claude learns more about the project details and applies them to its work. Every thread now adds to and draws from a shared memory, reducing the need for complex prompt engineering.
随着时间的推移,Claude 会对项目细节有更深入的了解,并将其应用到工作中。现在,每个线程都会向共享记忆中添加内容并从中获取信息,从而减少了对复杂提示工程的需求。
For example, Claude can remember the release moved to Friday, why the export was dropped, or who to check in with before touching the billing service.
例如,Claude 可以记住发布日期改到了周五、导出功能为何被移除,或者在修改计费服务之前需要与谁确认。
One project across a week. Each request opens a thread on the right; the memory, the decisions, and the results build underneath.
一个项目持续一周。每次请求都会在右侧打开一个线程;记忆、决策和结果在下方逐步积累。
Claude also remembers your working and communication style. You can ask it to adjust how often it checks in, how frequently it starts new threads, or how detailed to make each update.
Claude 还会记住你的工作和沟通风格。你可以要求它调整跟进的频率、启动新线程的频率,或者每次更新的详细程度。
Alongside memory, projects now include a library that collects the files you add and the artifacts produced by Claude. This makes it easier to find relevant materials and for new work to build on past efforts.
除了记忆功能外,项目现在还包括一个库,用于收集你添加的文件以及由 Claude 生成的工件(artifacts)。这使得查找相关材料变得更加容易,也让新工作能够建立在过去的成果之上。
What's next
接下来是什么
Projects can run several threads at once, and each one is a full Claude Code session. Because of this, projects can reach usage limits faster. You can check project specific usage and select the model and effort levels used by the coordinator chat as well as the worker threads.
项目可以同时运行多个线程,每个线程都是一个完整的 Claude Code 会话。因此,项目可能会更快地达到使用限制。你可以查看项目特定的使用情况,并选择协调器聊天以及工作线程所使用的模型和努力级别。
Threads run in the cloud today; running on your machine alongside your local tools and code and behind your network is coming very soon.
线程目前运行在云端;很快也将支持在你的机器上运行,与你的本地工具和代码一起,并在你的网络背后运行。
Start using projects.
开始使用项目。
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未找到项目。
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