AI Agent 学习笔记 – 信息和介绍

Data: Introducing Claude Tag

Tue, 23 Jun 2026 00:00:00 +0000

来源： Introducing Claude Tag
日期： 2026 年 6 月 23 日
分类： Product

Introducing Claude Tag / 介绍 Claude Tag

Claude Tag is a new way for teams to work with Claude.

Claude Tag 是团队与 Claude 协作的一种新方式。

We’re starting on Slack, which Claude can join as a team member. Grant Claude access to selected channels, and connect it to whichever tools, data—and even codebases—you choose. Then, anyone in the channel can tag @Claude in, and delegate tasks to it while they focus on other work. Claude builds context by remembering relevant information from the channels it’s in, and can plan out tasks to complete in the future.

我们先从 Slack 开始——Claude 可以像一名团队成员一样加入其中。向选定的频道授予 Claude 访问权限，并把它连接到你选择的任意工具、数据，乃至代码库。之后，频道里的任何人都可以 @Claude，把任务委派给它，自己去忙别的事。Claude 会记住它所在频道中的相关信息来建立上下文，并能规划将来要完成的任务。

We see Claude Tag as the beginning of an evolution of Claude Code: it makes the model even more proactive, and it works better with a full team. Tagging @Claude is now one of the main ways we get things done at Anthropic. Today, 65% of our product team’s code is created by our internal version of Claude Tag. The same pattern is now spreading well beyond engineering—we’re tagging Claude to chase down product metrics and data, work through support tickets, or even help find the root cause of tricky bugs.

我们把 Claude Tag 视为 Claude Code 演化的开端：它让模型更加主动，也更适合与整个团队一起工作。在 Anthropic 内部，@Claude 已经成为我们推进工作的主要方式之一。目前，产品团队 65% 的代码由内部版 Claude Tag 产出。同一模式正在超出工程范围扩散——我们会 @Claude 去追查产品指标与数据、处理支持工单，甚至帮忙定位棘手缺陷的根因。

We’re launching Claude Tag on Slack, since it’s a natural home for collaborative work between teams and AI, and where much of Anthropic’s day-to-day work already happens. It’s available today in beta for Claude Enterprise and Team customers. Our goal is to expand where it’s available more widely, so that teams can tag @Claude in the many other places they work.

我们选择在 Slack 上线 Claude Tag，因为它天然适合团队与 AI 的协作，而 Anthropic 日常工作的很大一部分也已经发生在这里。即日起，Claude Enterprise 与 Team 客户可以以 beta 使用。我们的目标是把它扩展到更多地方，让团队能在日常工作的许多其他场景里 @Claude。

Working with @Claude / 与 @Claude 一起工作

If you’ve worked with Claude Code or Cowork before, Claude Tag will feel familiar. Tag @Claude with a request in simple terms and it’ll break its task down into stages and then work through them in turn, using the tools it has access to. Once it’s done, it’ll respond in a Slack thread with what it’s created.

如果你用过 Claude Code 或 Cowork，Claude Tag 会有熟悉感。用简单的话向 @Claude 提出请求，它会把任务拆成若干阶段，再依次利用它能访问的工具推进。完成后，它会在 Slack 线程里回复它所产出的内容。

But tagging Claude comes with a few new advantages:

不过，@Claude 还带来几项新的优势：

@Claude is multiplayer. Within a given Slack channel, there’s one Claude that interacts with everyone. This means that anyone can see what it’s working on, and can pick up the conversation from where the last person left off. This makes tagging Claude very different from working within a single chat or for a single task—it’s much more like interacting collaboratively with a teammate.

@Claude 是多人的。 在一个给定的 Slack 频道里，只有一个与所有人互动的 Claude。这意味着任何人都能看到它正在做什么，也可以从上一任停下的地方接续对话。这让 @Claude 与「单独开一个聊天」或「只做一件任务」非常不同——它更像是在和一位队友协作。

@Claude learns over time. As Claude follows along with its channel, it builds more context about the work. This means that users don’t need to explain things to it from scratch over and over again. And Claude can even automatically learn from other Slack channels and data sources, if it’s granted permission. (It doesn’t report from private channels.) This gives it the tacit knowledge necessary for it to provide the best possible work.

@Claude 会随时间学习。 随着 Claude 跟进它所在的频道，它会积累关于这项工作的更多上下文。因此用户不必一遍又一遍地从零解释。若获得授权，Claude 甚至还能自动从其他 Slack 频道和数据源学习。（它不会从私有频道向外汇报。）这为它提供了把工作做到最好所需的默会知识。

@Claude takes initiative. If “ambient” behavior is enabled, Claude will proactively keep you updated about whatever it thinks you might need to know. It’ll flag relevant information from across the channels it’s in and the tools it’s connected to, and follow up on threads or tasks that have gone quiet without being resolved.

@Claude 会主动作为。 若启用了 “ambient”（主动在场）行为，Claude 会主动把它认为你可能需要知道的事情更新给你。它会从所在频道和已连接的工具中标出相关信息，并跟进那些陷入安静、却尚未解决的线程或任务。

@Claude works asynchronously. Set Claude a task, and you can focus on your other priorities while it works. It can also schedule tasks for itself, pursuing a project autonomously over hours or days. We’ve found this particularly helpful at Anthropic: we now spend much more of our time delegating tasks to many Claudes in parallel.

@Claude 异步工作。 给 Claude 一项任务后，你可以在它干活时去忙别的优先级。它也可以给自己安排任务，在数小时乃至数天里自主推进一个项目。我们在 Anthropic 内部发现这一点尤其有用：现在我们把更多时间花在把任务并行委派给许多个 Claude 上。

You can also send Claude direct messages: it’ll respond privately, using the personal tools and connectors you’ve set up.

你也可以给 Claude 发私信：它会私下回复，并使用你个人已配置的工具与连接器。

Getting started / 开始使用

We’ve designed Claude Tag with teams and organizations in mind: @Claude’s access to sensitive data and task-specific tools can be very tightly controlled.

我们从一开始就按团队与组织来设计 Claude Tag：@Claude 对敏感数据和任务专用工具的访问可以被非常精细地控制。

To get up and running, system administrators specify which tools and information the model should have access to, in which channels. Think of it as creating separate Claude identities for different uses: everything, including its memories, will stay scoped to the channels defined by the administrators. For example, a model set up for sales work won’t pass on memories to one set up for engineering; nor will it give engineers access to any sales data or tools. More information about provisioning access is available here.

要跑起来，系统管理员需要指定模型应能访问哪些工具与信息、以及在哪些频道中访问。可以把它理解成：为不同用途创建相互分离的 Claude 身份。包括记忆在内的一切，都会被限定在管理员划定的频道范围内。例如，为销售工作配置的模型不会把记忆传给为工程配置的那一个，也不会让工程师拿到任何销售数据或工具。关于如何配置访问权限，见 How agent identity works。

Once permissions are set, everyone can begin tagging right away. Administrators can set limits for token spend (both for the organization and for individual channels), and can view a log of everything that @Claude has done, along with who requested each task.

权限设定完成后，所有人都可以立刻开始 @Claude。管理员可以为 Token 花费设置上限（组织级与单个频道级），并查看 @Claude 做过的全部事项日志，以及每项任务是由谁发起的。

If you’re a Claude Enterprise or Team customer, you have access to Claude Tag in beta starting today. To get started, visit here and follow these four steps:

如果你是 Claude Enterprise 或 Team 客户，即日起即可使用 Claude Tag 的 beta。请打开管理设置，按下面四步操作：

Pair Claude Tag with your Slack workspace
将 Claude Tag 与你的 Slack 工作区配对
Give Claude access to your tools
向 Claude 授予你的工具访问权限
Set a limit on your organization’s monthly spend
为组织设定每月花费上限
Test Claude in a private channel to confirm it works.
在私有频道中测试 Claude，确认其工作正常。

Claude Tag replaces the existing Claude in Slack app. To migrate, administrators can opt in within 30 days. We’re issuing an introductory launch credit to eligible Enterprise and Team organizations so that the whole company can try it out.

Claude Tag 将取代现有的 Claude in Slack 应用。迁移时，管理员可在 30 天内选择加入。我们会向符合条件的 Enterprise 与 Team 组织发放上线试用额度，方便全公司试用。

Claude Tag works with Opus 4.8. You can read our docs and product page.

Claude Tag 基于 Opus 4.8。你可以阅读我们的文档和产品页。

Data: Tag Claude in Slack

Tue, 23 Jun 2026 00:00:00 +0000

来源： Claude in Slack: Tag @Claude in any thread
状态： Public Beta
文档： Read documentation

Tag Claude in Slack / 在 Slack 里 Tag Claude

@Claude reacts in real time, where the work is happening. Available today for Claude Enterprise and Team in Slack. Tag it in, and it tags you back.

@Claude 在工作发生的地方实时响应。即日起面向 Slack 中的 Claude Enterprise 与 Team 开放。你把它 Tag 进来，它会把你 Tag 回去。

@Claude reads threads, understands full context, and reacts in real time so your team moves forward together. Bring Claude into your channel.

@Claude 会阅读线程、理解完整上下文，并实时响应，让团队一起往前走。把 Claude 请进你的频道。

Available in beta for Claude Enterprise and Team customers in Slack.

目前以 beta 提供给 Slack 中的 Claude Enterprise 与 Team 客户。

Customer quotes / 客户评价

“Claude Tag is our first responder for internal bugs. It reads incoming reports, looks at screenshots of failures, and uses access to Datadog, Linear, and GitHub to weed out user errors, trace root cause, and often draft a fix PR. Our engineers’ first reaction was ‘this is amazing.’” — Aabhas Sharma, CTO

“Claude Tag 是我们内部缺陷的第一响应者。它阅读收到的报告、查看失败截图，并利用对 Datadog、Linear 和 GitHub 的访问，筛掉用户操作失误、追查根因，还经常起草修复 PR。工程师们的第一反应是‘这太厉害了。’” —— Aabhas Sharma，CTO

“Claude Tag turned a summer of conference logistics — the follow-ups and chasing that always fell through the cracks — into an events program that runs itself while I stay on strategy.” — Matthew Scott, Product Marketing

“Claude Tag 把一个夏天的会议后勤——那些总是漏掉的跟进和催办——变成了一套能自己运转的活动体系，而我继续盯策略。” —— Matthew Scott，产品市场

“Claude Tag doesn’t just do the work — it challenges our thinking, provokes better questions, and elevates our judgement rather than replacing it. And we still feel very much in control throughout.” — Simon Mansfield, Director, Enterprise AI

“Claude Tag 不只是把活干了——它挑战我们的想法、逼出更好的问题，并提升我们的判断，而不是取代判断。全程我们仍觉得掌控在自己手里。” —— Simon Mansfield，企业 AI 总监

“There were no skeptics on our team. Everyone leaned in from day one — it felt like Claude Tag in Slack was something they’d been waiting for.” — Darian Bailey, AI Engineer & Tag Admin

“团队里没有怀疑者。从第一天起所有人都扑了上去——感觉 Slack 里的 Claude Tag 是他们一直在等的东西。” —— Darian Bailey，AI 工程师兼 Tag 管理员

“Claude Tag meets our teams where they already work. Slack is the entry point for everything at Gusto, and the fact that Claude Tag is native there is huge for us. We see a lot of potential here.” — Chad Kunsman, AI Developer

“Claude Tag 在团队已经工作的地方与他们会合。在 Gusto，Slack 是一切的入口，Claude Tag 原生在那里对我们意义很大。我们看到很大潜力。” —— Chad Kunsman，AI 开发者

Coming soon to Microsoft Teams / 即将登陆 Microsoft Teams

Tag @Claude in Teams, where it will read the conversation, understand context, and respond in real time.

在 Teams 里 Tag @Claude，它会阅读对话、理解上下文，并实时响应。

How it works / 它如何工作

Tag Claude into any thread in Slack, no matter how long or messy. It reacts to context, decisions, or open questions to help busy teams get more done.

把 Claude Tag 进 Slack 里任意线程，无论多长、多乱。它会对上下文、决策或未决问题作出反应，帮助忙碌的团队多做成事。

Tag it in. @Claude in any thread or channel and it picks up the context everyone already shares. Ask it to run the numbers, file a ticket, or organize a chaotic chat into action items. It reads the room and does the work.

把它 Tag 进来。 在任意线程或频道里 @Claude，它会接上大家已经共享的上下文。让它跑数字、建工单，或把一团乱的聊天整理成待办。它读懂现场，然后干活。

Set a schedule or let it run long tasks. Give @Claude standing instructions and it works without a mention now or in the future. Ask it to watch a channel, run a weekly digest, flag anything urgent, or page the right person.

设定日程，或让它跑长任务。 给 @Claude 常驻指令，它现在或将来都不必再被提及也能工作。让它盯一个频道、做每周摘要、标出紧急事项，或呼叫对该的人。

It jumps in, and can tag you back. @Claude doesn’t wait to be asked. It surfaces the thread that went quiet, posts when the deploy is live, and flags the decision that needs your call.

它会主动介入，也可以把你 Tag 回去。 @Claude 不会干等被叫。它会把冷掉的线程翻上来，在部署上线时发帖，并标出需要你拍板的决策。

How teams use @Claude / 团队如何使用 @Claude

Claude in Slack can share work in the format your team needs, right in the thread.

Slack 里的 Claude 能以团队需要的形式，直接在线程里交出工作成果。

Catch up fast. Prompt: @Claude What got decided here and what's still open?
Get everything you need from a long thread in seconds. @Claude can surface decisions, open questions, and stakeholders, and you see exactly what’s waiting on you.

快速赶上进度。 提示词：@Claude What got decided here and what's still open?
几秒内从长线程里拿到你需要的一切。@Claude 能标出决策、未决问题和相关干系人，你也能看清哪些正等着你。

Pull the numbers. Prompt: @Claude Top 20 enterprise accounts by spend, last 7 and 28 days.
Ask @Claude to query your data and it posts results like metrics, benchmarks, and charts in the channel, so the whole team sees the answer and can keep asking questions right there.

把数字拉出来。 提示词：@Claude Top 20 enterprise accounts by spend, last 7 and 28 days.
让 @Claude 查询数据，它会把指标、基准和图表发到频道里，全团队都能看见答案，并就地继续追问。

Build from the thread. Prompt: @Claude Fix the bug in this thread and open a draft PR.
Turn a bug report into a draft PR from the context in the thread without ever leaving Slack. Get more done without switching tabs.

从线程里直接做出来。 提示词：@Claude Fix the bug in this thread and open a draft PR.
利用线程里已有的上下文，把缺陷报告变成草稿 PR，而不必离开 Slack。少切标签页，多做成事。

Prep before calls. Prompt: @Claude I'm meeting Acme at 2 — what do I need to know?
Walk into every meeting with a full briefing. CRM notes, recent threads, and call history pulled together before you think to ask.

会前准备。 提示词：@Claude I'm meeting Acme at 2 — what do I need to know?
带着完整简报走进每一次会议。CRM 笔记、最近线程和通话记录，在你想到要问之前就已经汇总好。

Watch what matters. Prompt: @Claude Watch this channel, triage what comes in, and work through the backlog. Tag me only when something needs my call.
@Claude can manage work in the channels your team never had bandwidth for: monitoring backlogs, triaging alerts, and surfacing what needs a human to review, so work that keeps getting pushed out can finally be completed.

盯住真正重要的事。 提示词：@Claude Watch this channel, triage what comes in, and work through the backlog. Tag me only when something needs my call.
@Claude 能管理团队一直腾不出手的频道：监控积压、分诊告警、把需要人审的事项翻上来，那些总被往后推的工作终于能做完。

Core capabilities / 核心能力

Understands your org. The longer Claude works with your team, the more it understands how your organization thinks, how decisions get made, and who owns what.

理解你的组织。 Claude 和团队共事越久，就越理解组织如何思考、决策如何作出、以及谁负责什么。

Memory across threads and days. Context can draw on previous conversations and memory. What happened in Monday’s standup is still there on Thursday, without anyone repeating it.

跨线程、跨天的记忆。 上下文可以调用先前的对话和记忆。周一站会里发生的事，周四还在，不必有人再讲一遍。

A shared resource in your channel. Claude surfaces what matters to the whole channel, not just the person who asked. Everyone sees the work, and anyone can build on it.

频道里的共享资源。 Claude 把对整个频道重要的事翻上来，而不只给提问的那个人。所有人都看见工作，任何人都可以在上面继续做。

Proactive action instead of asking. Set a standing instruction once. Claude watches the channel, runs routines, flags what’s urgent, and tags you back when something needs a decision.

主动行动，而不是等人问。 常驻指令设一次即可。Claude 盯着频道、跑 routines、标出紧急事项，并在需要决策时把你 Tag 回去。

In the work and tools with you. Shape how Claude works in each channel with skills and instructions. Give it access to tools and data to take action on your behalf and post results.

和你一起待在工作与工具里。 用 skills 和指令塑造 Claude 在每个频道里的工作方式。给它工具和数据的访问权，让它代为行动并把结果发出来。

Runs tasks that take days. Hand Claude a complex task and it works while you move on to other projects. It follows up, asks for input, or comes back when it’s done.

能跑耗时数天的任务。 把复杂任务交给 Claude，你转去做别的项目时它继续干。它会跟进、征求意见，或在做完后回来。

@Claude connects to your tools / @Claude 连接到你的工具

Configure any tool with an API using Agent Identity. Claude can query, act, and report back in the thread where the work is happening.

用 Agent Identity 配置任何带 API 的工具。Claude 可以查询、行动，并在工作发生的那条线程里回报。

Admins stay in control / 管理员保持掌控

Claude acts under its own identity in your systems. Admins configure access once; everyone else just types @Claude.

Claude 在你的系统里以自己的身份行动。管理员配置一次访问权限；其他人只需输入 @Claude。

Customizable identities for granular governance. Claude has its own account in your systems, not a borrowed login. Every credential’s use is logged, so “what did Claude do, and who asked for it?” always has an answer.

可定制身份，用于细粒度治理。 Claude 在你的系统里有自己的账号，而不是借用某个人的登录。每一次凭证使用都会被记录，因此「Claude 做了什么、是谁让它做的」总有答案。

Add it per channel. Decide which tools Claude can reach and read. Confine sensitive connectors to a single private channel or enable broader access for specific tools and resources. Adjust any time from the admin console.

按频道添加。 决定 Claude 能触及和阅读哪些工具。把敏感连接限制在单个私有频道，或为特定工具与资源开放更广的访问。可随时在管理控制台调整。

What is Claude Tag? — Learn more about @Claude and what happens to the former Claude for Slack experience.
Agent identity: a new security model for autonomous, team-wide AI — Explore our new security model built for agents, not retrofitted from chatbots.
Tutorial: Working with @Claude in your workspace — Claude now works alongside your team, under its own account, in the places you already work together. You tag it in the way you’d tag anyone, or have it speak up on its own when there’s something it can help with.

Data: What is Claude Tag?

Mon, 03 Aug 2026 00:00:00 +0000

来源（英）： What is Claude Tag?
来源（中）：什么是 Claude Tag？

What is Claude Tag? / 什么是 Claude Tag？

Claude in Slack switched over to the new Claude Tag experience on August 3, 2026. To integrate Claude and Slack, use Claude Tag instead. Learn how to set up Claude Tag or migrate from the earlier Claude in Slack.

Slack 中的 Claude 已于 2026 年 8 月 3 日切换到新的 Claude Tag 体验。要集成 Claude 和 Slack，请使用 Claude Tag。了解如何设置 Claude Tag 或从早期的 Slack 中的 Claude 迁移。

Claude Tag is a new way to work with Claude: tag @Claude into a conversation and it takes on real work, using your organization’s tools and the shared context around it. Claude works under its own identity, builds context by remembering relevant information from the channels it’s in, and can follow up on its own.

Claude Tag 是与 Claude 协作的一种新方式：在对话中标记 @Claude，它会承担真实工作，使用你组织的工具以及周围的共享上下文。Claude 以自己的身份工作，通过记住所在频道的相关信息来建立上下文，并可以自行跟进。

Claude Tag is available on Team and Enterprise plans in beta. Claude Tag works in Slack today.

Claude Tag 在 Team 和 Enterprise 计划中以测试版提供。Claude Tag 目前在 Slack 中可用。

It’s how we’ve brought Claude’s capabilities directly to Slack, bringing AI assistance into your team’s workspace. This integration allows you to work with Claude without leaving Slack through three convenient surfaces:

这是我们将 Claude 的能力直接带进 Slack 的方式，把 AI 协助放进团队工作区。通过三个便捷界面，你可以在不离开 Slack 的情况下与 Claude 协作：

Channel tagging: Tag @Claude in any channel to hand it a task, and follow along as it works in the thread.
Direct message with Claude: Start a private conversation with @Claude.
AI assistant panel: Click the Claude icon in Slack’s AI assistant header to open a panel on the right side of your Slack window, allowing you to access Claude from anywhere in the Slack app.
频道标记： 在任意频道中标记 @Claude 以交付任务，并在线程中跟进它的工作。
与 Claude 的私信： 与 @Claude 开始私人对话。
AI 助手面板： 点击 Slack AI 助手标题中的 Claude 图标，在窗口右侧打开面板，从 Slack 应用中的任何位置访问 Claude。

When you tag @Claude in a channel, Claude works through the task while the whole exchange stays visible to everyone in the channel. Everyone in a channel works with the same Claude, so anyone can steer it or pick up where it left off. Claude can also check in on its own, like posting when a job finishes or tagging you when a thread stalls. To learn more, see the Claude Tag overview.

当你在频道中标记 @Claude 时，Claude 会处理任务，整段交互对频道里所有人都可见。频道中的每个人都与同一个 Claude 协作，因此任何人都可以引导它，或从停下的地方接续。Claude 也可以自行检查，例如在工作完成时发帖，或在线程停滞时标记你。了解更多，见 Claude Tag 概述。

In direct messages and the assistant panel, Claude has the capabilities you’ve enabled in your own Claude account, like web search and your connected tools. Channel tagging works differently: Claude acts under your organization’s identity, using the tools and access an admin set up for that channel, and the work is billed to your organization rather than to you.

在私信和助手面板中，Claude 具有你在自己的 Claude 账户里启用的能力，例如网络搜索和已连接的工具。频道标记则不同：Claude 以组织身份行动，使用管理员为该频道配置的工具和访问权限，费用由组织而非你个人承担。

Set up Claude Tag / 设置 Claude Tag

After the Claude app is installed, a Primary Owner or Owner sets up Claude Tag: provision Claude’s identity, connect your organization’s tools and repositories, and choose which channels Claude Tag can work in. People on your team don’t need to set up anything individually once a channel is ready. For the full walkthrough, see the Claude Tag setup guide.

安装 Claude 应用后，由主所有者或所有者设置 Claude Tag：配置 Claude 的身份、连接组织的工具和代码仓库，并选择 Claude Tag 可以在哪些频道中工作。频道就绪后，团队成员无需各自再做设置。完整演练见 Claude Tag 设置指南。

Important: Only a Primary Owner or Owner can set up Claude Tag’s access and channels. The Admin role can’t.

重要： 只有主所有者或所有者可以设置 Claude Tag 的访问权限和频道。Admin 角色无法完成这项设置。

Control who can use Claude Tag / 控制谁可以使用 Claude Tag

In Organization settings > Claude Tag, Member Access has three modes: open to anyone in the Slack workspace, open to any member of your Claude organization, or only members whose role allows it. The third option is role-based access and is available on the Claude Enterprise plan. To restrict by role, set Member Access to “Only members whose role allows it” and grant the “Claude Tag in Slack” capability to a custom role. This setting applies to both channel mentions and direct messages. To set member access, see Restrict where Claude Tag operates.

在组织设置 > Claude Tag 中，成员访问有三种模式：对 Slack 工作区中的任何人开放、对 Claude 组织的任何成员开放，或仅对其角色允许的成员开放。第三种是基于角色的访问，在 Claude Enterprise 计划中可用。要按角色限制，将成员访问设为 “Only members whose role allows it”，并向自定义角色授予 “Claude Tag in Slack” 能力。该设置同时作用于频道提及和私信。设置成员访问见 Restrict where Claude Tag operates。

Manage spend limits for Claude Tag / 管理 Claude Tag 的支出限额

Claude Tag is consumption-based, so spend is based on usage rather than the number of people. As a Primary Owner or Owner, you control it from the usage settings in your admin console.

Claude Tag 按用量计费，支出取决于使用量而非人数。作为主所有者或所有者，你可从管理控制台的用量设置中控制它。

Organization-wide limit: a hard cap on total Claude Tag spend across every channel. Spend can’t exceed it.
Per-channel limits: set a limit on any individual channel, on top of the organization-wide cap. New channels inherit a default limit.
Threshold alerts: admins are notified at 75% and 95% of any limit.
Usage analytics: a per-channel spend breakdown lives on the same page.
组织范围限额： 对所有频道 Claude Tag 总支出的硬性上限，支出不能超过它。
按频道限额： 在组织上限之上，为任意单个频道设置限额。新频道继承默认限额。
阈值告警： 任一限额达到 75% 和 95% 时通知管理员。
用量分析： 按频道的支出明细在同一页面。

Note: Work that would go over a limit is declined, never silently cut short. A blocked user can request more from their admin without leaving Slack, and the alert says whether the limit or the available balance caused the block.

注意： 会超出限额的工作会被拒绝，绝不会被静默截断。被拦住的用户可以不离开 Slack 向管理员申请更多额度；告警会说明是限额还是可用余额导致了阻止。

Tagging Claude in a channel is billed to your organization. Direct messages are billed to your own Claude account instead.

在频道中标记 Claude 的费用由组织承担。私信则由你自己的 Claude 账户承担。

To set limits, see Set spend limits for Claude Tag.

设置限额见 Set spend limits for Claude Tag。

Set access and permissions for Claude Tag / 为 Claude Tag 设置访问与权限

You decide what Claude Tag can reach by setting credentials and repository access at three levels. Each level inherits the permissions and memory of the one above it.

你通过在三个层级设置凭证和仓库访问，来决定 Claude Tag 能触及什么。每一级继承上一级的权限和记忆。

Organization-wide: credentials and repositories that apply everywhere Claude Tag is installed.
Workspace: access that applies to every public channel inside a Slack workspace. Inherits organization-wide permissions and memory.
Private channel: extra credentials or repositories on top of what the workspace already grants. Use a private channel to keep sensitive connections to a smaller group. For example, a channel set up for legal work keeps its tools and memory separate from an engineering channel.
组织范围： 适用于安装了 Claude Tag 的所有地方的凭证和仓库。
工作区： 适用于 Slack 工作区内每个公开频道的访问。继承组织范围的权限和记忆。
私有频道： 在工作区已授予内容之上追加的凭证或仓库。用私有频道把敏感连接限制在更小的群体。例如，为法务工作设置的频道，其工具和记忆与工程频道分开。

To configure access, see Claude Tag identity and access.

配置访问见 Claude Tag identity and access。

Channels with guests / 包含访客的频道

Channels that include Slack guests have a separate Allow Claude to respond to guests setting that controls whether Claude responds there, and what access Claude has when it does. Choose Restrict (the default, which blocks Claude from those channels entirely), Channel only (Claude replies, but while a guest is present it runs with channel-only access), or Allow (Claude replies with the full access configured for it, as in any other channel). For the full guide, see Restrict guest channels.

包含 Slack 访客的频道有单独的 “Allow Claude to respond to guests” 设置，用来控制 Claude 是否在那里回复，以及回复时拥有何种访问。可选 Restrict（默认，完全阻止 Claude 进入这些频道）、Channel only（Claude 会回复，但访客在场时只使用频道级访问），或 Allow（Claude 以为其配置的完整访问回复，与其他频道相同）。完整指南见 Restrict guest channels。

Review memory and activity for Claude Tag / 查看 Claude Tag 的记忆与活动

Claude Tag keeps context per channel and per workspace. Admins can view, edit, and delete that memory.

Claude Tag 按频道和工作区保留上下文。管理员可以查看、编辑和删除这些记忆。

An Audit view in Organization settings > Claude Tag > Audit lists every scheduled and one-time task across your organization in addition to all network calls made using Agent Identity. Each action is also traceable in the tool where it happened: posts come from the Claude app in Slack, and commits and pull requests show the Claude GitHub App as the author with a link back to the Slack thread that started them. In any channel, you can ask “@Claude what triggers do you have set up here?” to see and turn off standing work.

组织设置 > Claude Tag > Audit 中的审计视图列出组织内每一项计划任务和一次性任务，以及使用 Agent Identity 发出的所有网络调用。每个动作也能在发生它的工具里追溯：帖子来自 Slack 中的 Claude 应用，提交和拉取请求以 Claude GitHub App 为作者，并带有指回发起它们的 Slack 线程的链接。在任意频道中，可以问 “@Claude what triggers do you have set up here?” 来查看并关闭常驻工作。

Privacy and data / 隐私与数据

Data storage / 数据存储

Your Slack conversations with Claude remain separate from your Claude history, keeping work organized across platforms.

你与 Claude 的 Slack 对话与 Claude 历史记录保持分离，让工作在各平台之间保持有序。

Data visibility / 数据可见性

Conversations initiated in Slack are not visible in your Claude chat history.

在 Slack 中发起的对话，不会出现在 Claude 聊天历史中。

Conversations initiated in the Claude web app are not accessible in Slack.

在 Claude 网页应用中发起的对话，无法在 Slack 中访问。

Each platform maintains separate conversation histories.

每个平台维护各自独立的对话历史。

Data deletion / 数据删除

Conversations are automatically deleted from Claude within 30 days if you disconnect the integration or uninstall the app.

如果断开集成或卸载应用，对话会在 30 天内从 Claude 侧自动删除。

Your conversations in Slack follow your organization’s Slack retention policies.

你在 Slack 中的对话遵循组织的 Slack 保留策略。

Claude Tag memory / Claude Tag 记忆

Claude Tag remembers context to do its work, so channel and workspace memory is retained rather than discarded after each task. Memory and activity respect channel boundaries, and admins can review or delete what Claude remembers. Channel work is attributed to your organization’s Claude identity, while work done in a direct message runs on your own account.

Claude Tag 记住上下文以便完成工作，因此频道和工作区记忆会被保留，而不是在每个任务后丢弃。记忆和活动尊重频道边界，管理员可以审查或删除 Claude 记住的内容。频道工作归属于组织的 Claude 身份，私信中完成的工作则跑在你自己的账户上。

Frequently asked questions / 常见问题

How is Claude Tag different from the Claude in Slack I already use? / Claude Tag 与我已经在用的 Slack 中的 Claude 有何不同？

Claude Tag is the next generation of that experience, in the same place. The familiar ways of working still apply, and Claude can now do more: it remembers context across days, schedules its own follow-ups, checks in proactively, and acts under its own identity. An organization’s Primary Owner or Owner opts your organization in to move over.

Claude Tag 是同一位置上该体验的下一代。熟悉的工作方式仍然适用，而 Claude 现在能做更多：记住跨越数天的上下文、安排自己的跟进、主动检查，并以自己的身份行动。由组织的主所有者或所有者选择让组织迁过去。

Who can set up Claude Tag, and who pays for it? / 谁可以设置 Claude Tag，费用由谁承担？

Only an organization’s Primary Owner or Owner can set up Claude Tag’s access and channels. Tagging Claude in a channel is billed to your organization. Direct messages are billed to the person’s own Claude account instead.

只有组织的主所有者或所有者可以设置 Claude Tag 的访问权限和频道。在频道中标记 Claude 的费用由组织承担。私信则由该人自己的 Claude 账户承担。

Data: Work with Claude Tag

Tue, 23 Jun 2026 00:00:00 +0000

来源： Work with Claude Tag
状态： Public Beta

Work with Claude Tag / 使用 Claude Tag

Claude Tag puts Claude in your Slack channels with admin-governed access. See what to hand it, how setup works, and where to start as an admin or end user.

Claude Tag 把 Claude 放进 Slack 频道，访问由管理员治理。本文说明可以交给它什么、如何配置，以及管理员和终端用户该从哪里开始。

Tag @Claude in. Get results back in the thread.

把 @Claude Tag 进来。在线程里拿回结果。

Anyone in a channel can tag Claude into a problem and hand it work: reproduce a bug and open a pull request, turn a decision thread into a doc, assemble the state of a project. It posts a checklist in the thread as it goes, and the whole exchange stays visible to the channel.

频道里的任何人都可以把 Claude Tag 进一个问题并交给它工作：复现缺陷并开出拉取请求、把决策线程写成文档、汇总项目现状。它会边做边在线程里发 checklist，整段交互对频道可见。

示例线程 / Example thread（#platform-eng）：

Dana: checkout has felt slow all morning — anyone else seeing it?
Leo: same. @Claude can you investigate? Compare latency against this morning’s deploy and find what’s causing it.
ClaudeAPP: On it. I’ll compare latency before and after the deploy, track down the cause, and report back here.
Done: Pulled p99 latency from Datadog / Diffed deploy 4f2c1 against main / Reproduced the slow query locally / In progress: Opening a pull request with the fix…

Dana：整个上午 checkout 都感觉很慢——还有人遇到吗？
Leo：一样。@Claude 你能查一下吗？对比今天早上那次部署的延迟，找出原因。
ClaudeAPP：收到。我会对比部署前后的延迟，定位原因，然后在这里回报。
完成：从 Datadog 拉取 p99 延迟 / 对比部署 4f2c1 与 main / 在本地复现慢查询 / 进行中：正在打开带修复的拉取请求…

Plans that include Claude Tag / 包含 Claude Tag 的计划

Claude Tag is available on Team and Enterprise plans, on Anthropic’s first-party service. It isn’t available on individual plans (Free, Pro, or Max), or for third-party deployments. To use it, your organization pairs its Slack workspace with its Claude organization; see the setup overview for the full prerequisites.

Claude Tag 在 Anthropic 第一方服务的 Team 和 Enterprise 计划中可用。个人计划（Free、Pro 或 Max）以及第三方部署不可用。要使用它，组织需要将 Slack 工作区与 Claude 组织配对；完整前置条件见 setup overview。

If you’re choosing between Claude products for Slack-shaped work, how Claude Tag differs from Cowork and Claude Code compares them directly: team work in shared channels is Claude Tag; personal work on your own files is Cowork or Claude Code.

如果要在面向 Slack 形态的工作里选择 Claude 产品，how Claude Tag differs from Cowork and Claude Code 有直接对比：共享频道里的团队工作用 Claude Tag；个人文件上的工作用 Cowork 或 Claude Code。

Where Claude Tag runs / Claude Tag 运行在哪里

Claude Tag works in Slack. You interact with it by writing in a Slack channel, thread, or direct message, and it replies there. Mention @Claude in a channel to guarantee it picks the message up.

Claude Tag 在 Slack 中工作。你在频道、线程或私信里写，它就在那里回复。在频道中提及 @Claude，可以确保它收到这条消息。

When Claude works on a task, it runs in an ephemeral sandbox, not on your computer. The sandbox is created when a conversation starts, holds any code or files Claude is working with, and is discarded when the conversation goes idle. See how Claude Tag works for the full lifecycle.

Claude 处理任务时，运行在短暂沙箱里，而不是你的电脑上。对话开始时创建沙箱，容纳 Claude 正在处理的代码或文件，对话空闲后丢弃。完整生命周期见 how Claude Tag works。

You extend what Claude can reach, like your repositories, ticketing systems, data warehouses, and custom tools, through connections, plugins, and skills. An Owner configures these per scope (a channel, a workspace, or the whole organization), separately from any connectors an individual user has set up in their own claude.ai account.

通过 connections、plugins 和 skills，扩展 Claude 能触及的范围，例如仓库、工单系统、数据仓库和自定义工具。由 Owner 按 scope（一个频道、一个工作区或整个组织）配置，与个人用户在自己的 claude.ai 账户里设置的连接器相互独立。

For administrators / 给管理员

Set up Claude Tag — Pair your Slack workspace, connect the services Claude will work in, launch, and test that it works.
What can Claude Tag access? — How admins set access per channel, and where credentials are stored.
How do I connect each service? — Credential types, allowed hosts, and what each connection lets Claude reach.
设置 Claude Tag — 配对 Slack 工作区，连接 Claude 将使用的服务，上线并测试。
Claude Tag 能访问什么？ — 管理员如何按频道设置访问，以及凭证存放在哪里。
如何连接各个服务？ — 凭证类型、允许的主机，以及每个连接让 Claude 能触及什么。

For end users / 给终端用户

How do I hand Claude Tag a task? — Mention Claude in any channel it’s in, with nothing to install.
What is Claude Tag good at? — Use cases for coding, data, incidents, and go-to-market.
How do I get good results? — Good habits for scoping and reviewing work.
What does Claude Tag remember? — Channel memory, what’s shared across the workspace, and who can see what.
Can Claude Tag run tasks on a schedule? — Scheduled jobs, channel watching, and triggers.
如何交给 Claude Tag 一项任务？ — 在它已在的任意频道里提及 Claude，无需再安装任何东西。
Claude Tag 擅长什么？ — 编码、数据、事故与市场落地用例。
如何拿到好结果？ — 界定范围与审阅工作的好习惯。
Claude Tag 记住什么？ — 频道记忆、跨工作区共享什么、谁能看见。
Claude Tag 能按日程跑任务吗？ — 计划任务、盯频道与触发器。

Billing and spend limits / 计费与支出限额

Adding Claude to Slack doesn’t add a per-seat charge. Channel and thread work is billed by usage instead: it draws from a usage balance, an amount in your organization’s billing currency that an Owner funds. A spend limit caps how much of that balance Claude Tag can use each billing period.

把 Claude 加进 Slack 不会额外按席位收费。频道和线程工作按用量计费：从 Owner 注入的用量余额中扣减（以组织账单货币计）。spend limit 限制每个账期内 Claude Tag 最多能用掉多少余额。

Direct messages don’t draw from this balance. A DM runs on the sender’s own claude.ai account and follows that seat’s usual usage limits, so the organization spend limit doesn’t apply to it.

私信不从这笔余额扣。DM 跑在发送者自己的 claude.ai 账户上，遵循该席位通常的用量限制，因此组织 spend limit 对它不适用。

To learn what your team’s usage costs, run a pilot with a spend limit set and watch the per-channel breakdown on the usage page in your admin settings. Your organization may already have a launch usage credit to run that pilot against before it funds the balance itself.

要了解团队用量成本，先设好 spend limit 做试点，并在管理设置的用量页观察按频道明细。组织可能已有上线试用额度，可在自行注入余额之前先拿它跑试点。

Set a spend limit covers how to fund the balance on each plan, set the limit, and what happens when usage reaches it.

Set a spend limit 说明各计划如何注入余额、如何设限，以及用量触达限额时会发生什么。

Put Claude Tag to work / 让 Claude Tag 开始干活

If Claude Tag is in your channel, you can use it now. (If it isn’t there yet, an Owner in your Claude organization runs setup: see Set up Claude Tag.) Anyone in the channel can hand it work, and channel work bills to the organization, not to you.

如果 Claude Tag 已在你的频道里，现在就可以用。（若还没有，由 Claude 组织中的 Owner 完成设置：见 Set up Claude Tag。）频道里的任何人都可以交给它工作，频道工作记在组织账上，而不是你个人。

What it can reach depends on the channel you’re in, not on who you are. The fastest way to find out is to ask it: @Claude what can you access from this channel? Or, if you’re signed in to your Claude organization, click Configure in the footer of a Claude reply in the channel to see its connections, the external services an admin has connected for that channel. Replies in org-shared channels have no Configure link.

它能触及什么，取决于你所在的频道，而不是你是谁。最快的办法是问它：@Claude what can you access from this channel? 或者，若已登录 Claude 组织，点击频道里 Claude 回复页脚的 Configure，查看管理员为该频道连接的外部服务。组织共享频道里的回复没有 Configure 链接。

The one exception is a DM, where it runs on your own claude.ai account instead of the channel’s setup. Owners can disable DMs organization-wide; see Allow or disable direct messages.

唯一例外是私信：它跑在你自己的 claude.ai 账户上，而不是频道配置。Owner 可以在全组织禁用私信；见 Allow or disable direct messages。

Common uses / 常见用途

The list below covers common ways teams use Claude Tag. Each link opens a guide with the prompts to paste and the connections the task needs.

下面列出团队使用 Claude Tag 的常见方式。每个链接打开一篇指南，含可粘贴的提示词以及该任务所需的连接。

Watch monitors and alerts: scheduled dashboard checks, and alerts investigated as they arrive. Needs a monitoring connection like Datadog, Sentry, or PagerDuty.
Triage requests: an intake channel where Claude answers what it can, flags duplicates, and routes the rest. Works on Slack content alone.
Find answers in your docs: policy and runbook questions answered with the source. Needs a docs connection like Google Drive, Notion, or Confluence.
Answer data questions: a plain-language question becomes a warehouse query and a chart. Needs a data warehouse connection.
Track projects and chase approvals: standing status digests and follow-ups that run until an approval lands.
Turn threads into docs and tickets: a settled discussion becomes the decision doc, the customer reply, or the filed tickets.
Fix bugs: a bug reported in the channel comes back as a draft pull request. Needs GitHub.
Work from your own channel: scratch questions, digests of channels you don’t follow, and follow-ups on what you said you’d do.
盯监控与告警：定时检查仪表盘，告警一到就调查。需要 Datadog、Sentry 或 PagerDuty 一类监控连接。
分诊请求：接入频道里 Claude 能答的先答、标重复、其余再路由。仅凭 Slack 内容即可工作。
在文档里找答案：政策与 runbook 问题带来源作答。需要 Google Drive、Notion 或 Confluence 一类文档连接。
回答数据问题：自然语言问题变成数仓查询和图表。需要数据仓库连接。
跟踪项目并催办审批：常驻状态摘要，以及一直跟到审批落地的催办。
把线程变成文档和工单：已经谈定的讨论变成决策文档、客户回复或已提交工单。
修缺陷：频道里报的缺陷，回来时是草稿拉取请求。需要 GitHub。
在自己的频道里工作：随手问题、你没在跟的频道摘要，以及对你说过要做之事的跟进。

Get started covers your first message, what you see while Claude works, and how to shape Claude’s behavior in your channel.

Get started 覆盖第一条消息、Claude 工作时你看到什么，以及如何塑造它在频道里的行为。

Set Claude Tag up once for everyone / 为所有人设置一次 Claude Tag

You set up Claude Tag once, at claude.ai/admin-settings/claude-tag, and you must be an Owner in your Claude organization to do it. The setup page at that URL walks you through it:

Claude Tag 只需设置一次，入口是 claude.ai/admin-settings/claude-tag，且必须是 Claude 组织中的 Owner。该页会带你走完：

Pair your Slack workspace: send @Claude connect in Slack to get a pairing code, then enter it on the setup page.
Connect the services Claude will work in: for each one, such as your issue tracker or data warehouse, create an account for Claude and enter its credential.
Grant repositories: choose which repositories the Claude GitHub App can reach.
Set a monthly spend limit and launch.
配对 Slack 工作区：在 Slack 发送 @Claude connect 拿到配对码，再填到设置页。
连接 Claude 将使用的服务：对工单系统或数据仓库等每一个服务，为 Claude 创建账号并填入凭证。
授予仓库：选择 Claude GitHub App 能触及哪些仓库。
设定每月花费上限并上线。

Claude Tag starts with no access to your external systems. The services you connect during setup form an Access bundle, the set of tools Claude can reach, attached to the workspace or channels you paired. Once you launch, everyone in a channel Claude is in can use Claude Tag immediately, with no per-user setup.

Claude Tag 一开始不能访问任何外部系统。设置时连接的服务构成 Access bundle——Claude 能触及的工具集合——并绑到你配对的工作区或频道。上线后，Claude 所在频道里的所有人都能立刻使用，无需按人再配。

Set up Claude Tag walks through those steps with what to have ready, what each choice means, and how to verify Claude Tag works once you launch.

Set up Claude Tag 逐步说明要准备什么、每个选择意味着什么，以及上线后如何验证可用。

安全评审见 Security and data handling：安全模型、管理员能限制和不能限制什么、审计轨迹与网络要求。

Where to start with Claude Tag / 从哪里开始

Set up Claude Tag — Admins: pair your Slack workspace, connect the services Claude will work in, and launch.
Hand Claude Tag your first task — It’s already in your channel: send your first message.
How Claude Tag works — The session model, what it can read, and how memory follows places.
Use case library — Prompts to paste, by team and connection.
设置 Claude Tag — 管理员：配对 Slack 工作区，连接服务，然后上线。
交给 Claude Tag 第一项任务 — 它已在频道里：发出第一条消息。
Claude Tag 如何工作 — 会话模型、它能读什么、记忆如何跟随场所。
用例库 — 按团队与连接分类的可粘贴提示词。

AI Agent 学习笔记 – 信息和介绍

Data: Introducing Claude Tag

Introducing Claude Tag / 介绍 Claude Tag

Working with @Claude / 与 @Claude 一起工作

Getting started / 开始使用

Data: Tag Claude in Slack

Tag Claude in Slack / 在 Slack 里 Tag Claude

Customer quotes / 客户评价

Coming soon to Microsoft Teams / 即将登陆 Microsoft Teams

How it works / 它如何工作

How teams use @Claude / 团队如何使用 @Claude

Core capabilities / 核心能力

@Claude connects to your tools / @Claude 连接到你的工具

Admins stay in control / 管理员保持掌控

Related reading on the product page / 产品页上的相关阅读

Data: What is Claude Tag?

What is Claude Tag? / 什么是 Claude Tag？

Set up Claude Tag / 设置 Claude Tag

Control who can use Claude Tag / 控制谁可以使用 Claude Tag

Manage spend limits for Claude Tag / 管理 Claude Tag 的支出限额

Set access and permissions for Claude Tag / 为 Claude Tag 设置访问与权限

Channels with guests / 包含访客的频道

Review memory and activity for Claude Tag / 查看 Claude Tag 的记忆与活动

Privacy and data / 隐私与数据

Data storage / 数据存储

Data visibility / 数据可见性

Data deletion / 数据删除

Claude Tag memory / Claude Tag 记忆

Frequently asked questions / 常见问题

How is Claude Tag different from the Claude in Slack I already use? / Claude Tag 与我已经在用的 Slack 中的 Claude 有何不同？

Who can set up Claude Tag, and who pays for it? / 谁可以设置 Claude Tag，费用由谁承担？

Data: Work with Claude Tag

Work with Claude Tag / 使用 Claude Tag

Plans that include Claude Tag / 包含 Claude Tag 的计划

Where Claude Tag runs / Claude Tag 运行在哪里

For administrators / 给管理员

For end users / 给终端用户

Billing and spend limits / 计费与支出限额

Put Claude Tag to work / 让 Claude Tag 开始干活

Common uses / 常见用途

Set Claude Tag up once for everyone / 为所有人设置一次 Claude Tag

Where to start with Claude Tag / 从哪里开始