交办 · 描述结果,走开,拿成品Hand It Off · Describe the Outcome, Walk Away, Collect the Result.
网页 chat 是一问一答;Cowork 是你说清要什么、走开、回来拿成品 —— 整理好的文件、合成的调研、一份排好版的报告。它跑的是 Claude Code 同一套引擎,但不碰终端,还能定时自动跑。这是网页用户最可能错过的一面。Web chat is turn-by-turn; Cowork is: say what you want, step away, come back to finished work — organized files, synthesized research, a formatted report. It runs the same engine as Claude Code, but never touches the terminal, and can run on a schedule. The surface a web-chat user is most likely missing.
网页 chat 是一问一答 —— 你得守在旁边,一步步把它引到结果。Cowork 是另一种关系:你说清要什么,走开,回来拿成品。它是网页用户最可能错过的一面。Web chat is turn-by-turn — you stay beside it, nudging it to the result step by step. Cowork is a different relationship: you say what you want, walk away, and come back to finished work. It's the surface a web-chat user is most likely missing.
— I
同一套引擎,没有终端Same Engine, No Terminal.
Cowork 用的是 Claude Code 的能力,但不要求你碰终端。Cowork runs Claude Code's power without asking you to touch a terminal.它跑在 Claude 桌面端(macOS / Windows),用驱动 Claude Code 的同一套 agent 架构:读写本地文件、跨多步执行、调度子任务并行做。1注 1Note 1Anthropic · Claude Cowork 产品页 —— 用驱动 Claude Code 的同一套 agent 架构,把多步任务搬进 Claude 桌面端,无需打开终端。Anthropic · Claude Cowork product page — uses the same agentic architecture that powers Claude Code to bring multi-step tasks into Claude Desktop, no terminal required.区别只在入口 —— 一个在终端给开发者,一个在桌面给所有人。2注 2Note 2Claude 帮助中心 · 上手 Claude Cowork —— 2026-04 起正式上线(GA),对 Pro / Max / Team / Enterprise 付费档开放,仅桌面端(macOS / Windows);用 /schedule 定时(仅在电脑醒着、桌面端开着时运行);动文件分「先问再做 / 不问直接做」两档,永久删除前必再确认;能产出带公式的 Excel、PPT、排好版报告等成品文件。Claude Help Center · Get started with Claude Cowork — generally available since 2026-04 to Pro / Max / Team / Enterprise, desktop only (macOS / Windows); schedule with /schedule (runs only while your computer is awake and the desktop app is open); file actions come in 'ask before acting' / 'act without asking' modes, and it always re-confirms before permanently deleting; produces finished files like Excel with formulas, slide decks, and formatted reports.It runs in Claude Desktop (macOS / Windows) on the same agentic architecture that powers Claude Code: reading and writing local files, executing across many steps, coordinating sub-tasks in parallel.1注 1Note 1Anthropic · Claude Cowork 产品页 —— 用驱动 Claude Code 的同一套 agent 架构,把多步任务搬进 Claude 桌面端,无需打开终端。Anthropic · Claude Cowork product page — uses the same agentic architecture that powers Claude Code to bring multi-step tasks into Claude Desktop, no terminal required. The only difference is the door — one in the terminal for developers, one on the desktop for everyone.2注 2Note 2Claude 帮助中心 · 上手 Claude Cowork —— 2026-04 起正式上线(GA),对 Pro / Max / Team / Enterprise 付费档开放,仅桌面端(macOS / Windows);用 /schedule 定时(仅在电脑醒着、桌面端开着时运行);动文件分「先问再做 / 不问直接做」两档,永久删除前必再确认;能产出带公式的 Excel、PPT、排好版报告等成品文件。Claude Help Center · Get started with Claude Cowork — generally available since 2026-04 to Pro / Max / Team / Enterprise, desktop only (macOS / Windows); schedule with /schedule (runs only while your computer is awake and the desktop app is open); file actions come in 'ask before acting' / 'act without asking' modes, and it always re-confirms before permanently deleting; produces finished files like Excel with formulas, slide decks, and formatted reports.它能动的,是你「连进来」的那些文件夹,不是你整台电脑。动手前分两种模式:「先问再做」每步停下等你点头,「不问直接做」更快但风险自负;而且永久删除任何文件前,它都必须再要一次你的明确许可。2注 2Note 2Claude 帮助中心 · 上手 Claude Cowork —— 2026-04 起正式上线(GA),对 Pro / Max / Team / Enterprise 付费档开放,仅桌面端(macOS / Windows);用 /schedule 定时(仅在电脑醒着、桌面端开着时运行);动文件分「先问再做 / 不问直接做」两档,永久删除前必再确认;能产出带公式的 Excel、PPT、排好版报告等成品文件。Claude Help Center · Get started with Claude Cowork — generally available since 2026-04 to Pro / Max / Team / Enterprise, desktop only (macOS / Windows); schedule with /schedule (runs only while your computer is awake and the desktop app is open); file actions come in 'ask before acting' / 'act without asking' modes, and it always re-confirms before permanently deleting; produces finished files like Excel with formulas, slide decks, and formatted reports.所以「描述结果」和一问一答的本质不同是:前者你交出的是一个目标加一个有边界的工作区,后者你交出的是一句句指令。What it can touch are the folders you've connected, not your whole machine. Before acting it offers two modes: 'ask before acting' pauses for your nod at each step, 'act without asking' is faster but on your own risk; and before permanently deleting any file, it must ask your explicit permission again.2注 2Note 2Claude 帮助中心 · 上手 Claude Cowork —— 2026-04 起正式上线(GA),对 Pro / Max / Team / Enterprise 付费档开放,仅桌面端(macOS / Windows);用 /schedule 定时(仅在电脑醒着、桌面端开着时运行);动文件分「先问再做 / 不问直接做」两档,永久删除前必再确认;能产出带公式的 Excel、PPT、排好版报告等成品文件。Claude Help Center · Get started with Claude Cowork — generally available since 2026-04 to Pro / Max / Team / Enterprise, desktop only (macOS / Windows); schedule with /schedule (runs only while your computer is awake and the desktop app is open); file actions come in 'ask before acting' / 'act without asking' modes, and it always re-confirms before permanently deleting; produces finished files like Excel with formulas, slide decks, and formatted reports. So the real difference between 'describe the outcome' and turn-by-turn is this: in the first you hand over a goal and a bounded workspace, in the second you hand over instruction after instruction.「交办」不是全有或全无,是给它分级授权 —— 哪类动作到哪一档,自己心里先有数:Handing off isn't all-or-nothing — you grant it graded authority; know in advance which actions sit at which level:
这一档Level
允许它做的What it may do
只读Read-only
看文件、查资料、给建议,不动任何东西Read files, look things up, advise — change nothing
可草拟May draft
生成草稿、改本地副本,但不发、不提交Produce drafts, edit local copies — but don't send or commit
可操作May act
在限定文件夹里整理、改名、产出成品文件Organize, rename, produce finished files inside a bounded folder
需确认Ask first
删除、发送、提交、付款 —— 每一步先停下问你Delete, send, submit, pay — pause for you at each step
禁止Off-limits
账号安全、生产环境、不可逆且无备份的操作Account security, production, irreversible actions with no backup
— II
定时跑与远程派活Scheduled Runs and Remote Hand-offs.
Cowork 能做对话做不到的事:在你不在的时候自己跑。Cowork can do what chat can't: run while you're away.输入 /schedule 就能让它按设定的节奏自动执行,最后交出成品文件 —— 带公式的 Excel、PPT、排好版的报告、按你数据画的图。2注 2Note 2Claude 帮助中心 · 上手 Claude Cowork —— 2026-04 起正式上线(GA),对 Pro / Max / Team / Enterprise 付费档开放,仅桌面端(macOS / Windows);用 /schedule 定时(仅在电脑醒着、桌面端开着时运行);动文件分「先问再做 / 不问直接做」两档,永久删除前必再确认;能产出带公式的 Excel、PPT、排好版报告等成品文件。Claude Help Center · Get started with Claude Cowork — generally available since 2026-04 to Pro / Max / Team / Enterprise, desktop only (macOS / Windows); schedule with /schedule (runs only while your computer is awake and the desktop app is open); file actions come in 'ask before acting' / 'act without asking' modes, and it always re-confirms before permanently deleting; produces finished files like Excel with formulas, slide decks, and formatted reports.但有个硬条件:定时任务只在你电脑醒着、桌面端开着时才跑,合盖断电它就停。你人不在也能派活 —— Pro / Max 用户从手机发一句,桌面端在后台跑完,结果回到同一段对话。3注 3Note 3Claude 帮助中心 · 在任意位置给 Cowork 派活 —— Pro / Max 用户可从手机发起任务,桌面端保持运行、在后台完成,结果回到同一段对话。Claude Help Center · Assign tasks to Claude from anywhere in Cowork — Pro / Max users can kick off a task from mobile while the desktop stays active and finishes it in the background, with results returned to the same conversation.Type /schedule and it runs on a cadence you set, delivering finished files at the end — Excel with formulas, slide decks, formatted reports, charts off your data.2注 2Note 2Claude 帮助中心 · 上手 Claude Cowork —— 2026-04 起正式上线(GA),对 Pro / Max / Team / Enterprise 付费档开放,仅桌面端(macOS / Windows);用 /schedule 定时(仅在电脑醒着、桌面端开着时运行);动文件分「先问再做 / 不问直接做」两档,永久删除前必再确认;能产出带公式的 Excel、PPT、排好版报告等成品文件。Claude Help Center · Get started with Claude Cowork — generally available since 2026-04 to Pro / Max / Team / Enterprise, desktop only (macOS / Windows); schedule with /schedule (runs only while your computer is awake and the desktop app is open); file actions come in 'ask before acting' / 'act without asking' modes, and it always re-confirms before permanently deleting; produces finished files like Excel with formulas, slide decks, and formatted reports. But there's a hard condition: a scheduled task only runs while your computer is awake and the desktop app is open; close the lid and it stops. You can hand off remotely too — a Pro / Max user fires a line from their phone and the desktop finishes it in the background, results landing in the same conversation.3注 3Note 3Claude 帮助中心 · 在任意位置给 Cowork 派活 —— Pro / Max 用户可从手机发起任务,桌面端保持运行、在后台完成,结果回到同一段对话。Claude Help Center · Assign tasks to Claude from anywhere in Cowork — Pro / Max users can kick off a task from mobile while the desktop stays active and finishes it in the background, with results returned to the same conversation.它还在长新能力:截至 2026-07,Cowork 的研究预览里加了 Computer Use(Pro / Max)—— 它能替你开文件、跑开发工具,甚至点你的屏幕,省掉「你来连」这一步。这把它和「浏览器里的 Claude」(第 9 章)的边界又推近一步:一个替你动桌面,一个替你动浏览器。5注 5Note 5Claude · The Claude Cowork product guide —— Cowork 研究预览加入 Computer Use(Pro / Max,可开文件、跑开发工具、点屏幕)与持久手机 agent 线程。截至 2026-07。Claude · The Claude Cowork product guide — the Cowork research preview adds Computer Use (Pro / Max: open files, run dev tools, click your screen) and a persistent mobile agent thread. As of 2026-07.It keeps growing new abilities: as of 2026-07, Cowork's research preview adds Computer Use (Pro / Max) — it can open files, run dev tools, even click your screen, sparing you the 'connect it yourself' step. That nudges the line against 'Claude in the browser' (Chapter 9) closer still: one drives your desktop, the other your browser.5注 5Note 5Claude · The Claude Cowork product guide —— Cowork 研究预览加入 Computer Use(Pro / Max,可开文件、跑开发工具、点屏幕)与持久手机 agent 线程。截至 2026-07。Claude · The Claude Cowork product guide — the Cowork research preview adds Computer Use (Pro / Max: open files, run dev tools, click your screen) and a persistent mobile agent thread. As of 2026-07.哪类活适合定时:每周的汇总、每天的整理这种「套路固定、产出可检验」的;哪类该你盯着:第一次跑、或这次输入和以往很不一样的 —— 先看着它跑一遍,确认没跑偏,再交给定时。定时省的是重复的手,不是你的验收。Which work suits a schedule: a weekly roundup, a daily tidy-up — the 'fixed routine, verifiable output' kind; which you should watch: the first run, or one whose input differs a lot from before — watch it through once, confirm it didn't drift, then hand it to the scheduler. A schedule saves the repetitive hands, not your sign-off.
— III
什么活不该交办What Not to Hand Off.
能走开,前提是这件事走偏了你认得出来。You can walk away only if you'd recognize when it goes wrong.Cowork 最适合那种「步骤多、但每步对错你看得出」的活:整理一批文件、把散碎信息合成一份报告、按模板生成一摞文档。不适合的是判断没有标准答案、错了你也未必看得出的事 —— 那种你得自己在场,交办等于把判断也一起外包了。Cowork suits work that's many-stepped but where you can tell each step right from wrong: organizing a batch of files, synthesizing scattered information into a report, generating a stack of documents from a template. It doesn't suit judgment calls with no correct answer, where you might not catch a mistake — those need you present; handing them off outsources the judgment too.反过来,一眼判断一件活是不是「Cowork 型」,官方给了五个信号 —— 中两条以上,就交给它:4注 4Note 4Claude · 上手 Cowork 的最佳实践 —— 五个信号判断一件活是不是 Cowork 型(进的不止一样 / 出一个文件 / 你还会再做 / 你已知道什么叫好 / 中间那段是无聊活);开场先让它复述需求、多问澄清问题。Claude · Best practices for getting started with Cowork — five signs a task is Cowork-shaped (more than one thing goes in / a file comes out / you'll do it again / you know what good looks like / the middle is the boring part); open by having it repeat your ask back and ask clarifying questions.The flip side — to tell at a glance whether a task is 'Cowork-shaped,' Anthropic gives five signs; hit two or more and hand it over:4注 4Note 4Claude · 上手 Cowork 的最佳实践 —— 五个信号判断一件活是不是 Cowork 型(进的不止一样 / 出一个文件 / 你还会再做 / 你已知道什么叫好 / 中间那段是无聊活);开场先让它复述需求、多问澄清问题。Claude · Best practices for getting started with Cowork — five signs a task is Cowork-shaped (more than one thing goes in / a file comes out / you'll do it again / you know what good looks like / the middle is the boring part); open by having it repeat your ask back and ask clarifying questions.
进去的不止一样东西(几个文件、几份资料)More than one thing goes in (several files or inputs)
出来的是一个文件(要打开、要发出去的成品)A file comes out (something to open or send)
这活你以后还会再做You'll do it again
你已经知道「做对了」长什么样You already know what 'done right' looks like
中间那段是重复、无聊、不需要你判断的The middle stretch is repetitive, boring, needs no judgment
三者分工记一句:网页 chat 是你陪着它做,终端 Claude Code 是开发者自己在仓库里做,Cowork 是它在你桌面上替你做完。交办的边界,永远是产出可检验。One line for the division: web chat is you doing it alongside it, terminal Claude Code is developers doing it in their repo, Cowork is it finishing it for you on your desktop. The boundary of any hand-off is always a verifiable output.
提示词Prompt交办开场Hand-off opener
开始前,先把我的需求复述一遍,确认我们对齐;再尽量多问几个澄清问题。
然后告诉我你打算分几步做、会动哪些文件,等我点头再开工。Before you start, repeat my ask back so we're aligned, then ask me as many clarifying questions as you have.
Then tell me the steps you'll take and which files you'll touch, and wait for my go-ahead.
开始前,先把我的需求复述一遍 ——「把『发票』文件夹里的 PDF 整理成一张带合计的 Excel」,确认我们对齐;再尽量多问几个澄清问题(按月还是按供应商分?含税还是不含税?)。
然后告诉我你打算分几步做、会动哪些文件,等我点头再开工。Before you start, repeat my ask back — 'turn the PDFs in the Invoices folder into one Excel with a total' — so we're aligned, then ask me as many clarifying questions as you have (group by month or by vendor? tax-inclusive or not?).
Then tell me the steps you'll take and which files you'll touch, and wait for my go-ahead.
把这章用到一件你这周重复、且要跨好几步的活上:Apply this to a multi-step task you repeated this week:
01
挑一件跨多步才出成品的事Pick a task that takes several steps to a deliverable
挑一件你这周做过、要跨好几步才出成品的活:整理一批文件、把零散资料合成一份报告。Pick a task you did this week that takes several steps to a deliverable: tidying a batch of files, synthesizing scattered material into a report.
02
在桌面 Cowork 里描述结果,走开In desktop Cowork, describe the outcome and leave
说清你要的成品长什么样、用哪个文件夹的材料,选「先问再做」,然后真的走开,去做别的事。Spell out what the deliverable should look like and which folder's material to use, choose 'ask before acting,' then genuinely walk away and do something else.
03
回来验收,记下耗时与返工Come back, vet it, log time and rework
对照你自己做这件事的耗时与返工次数。差距,就是这件活该不该长期交办、要不要定时的依据。Compare against the time and rework when you do it yourself. The gap is your basis for whether to hand this off for good — and whether to put it on a schedule.
对话是你陪着它做,
Cowork 是它替你做完.
Chat is you doing it with it;
Cowork is it finishing it for you.
Aklman Library
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