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What people do with Claude Cowork

Anthropic's desktop agent for everyday work. 48 real use cases so far, most often for work and life admin. Each links to its source and comes with a prompt to try.

Also called Cowork.

48 use cases · 11 kinds of job · Updated Oct 7, 2026

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  • Grade papers and build lessons with Claude Cowork

    A teacher says Claude Cowork saved hours on curriculum design, grading papers, making PowerPoints, and analyzing student grades.

    How it went They say Cowork saved them hours across curriculum design, grading, PowerPoints, grade analysis, and differentiation work, and even gave teaching-strategy tips after they uploaded best-practice documents. The main shortcoming discussed was privacy risk, which they addressed by anonymizing student data before upload.

  • Sort 2,200 Downloads files into folders with summaries

    Cowork grouped a Downloads folder of 2,200 loose files by type and summarized each folder in under 20 minutes, mostly non-destructively.

    How it went About 20 minutes of interaction left 2,101 files in 11 folders, 67+ files renamed, and 2GB of old installers identified. Rename suggestions were roughly 70% accurate. A commenter said a rollback failed.

    3 accounts

  • Turn forwarded receipts and bank data into expense and tax summaries

    Users report Cowork building a Monday expense report from forwarded receipts and a tax-prep summary from a year of transactions, plus home maintenance logs.

    How it went The tax summary arrived in minutes instead of days, and a LinkedIn user reported about 5 hours saved. The home log captured dates, contractors and costs. The source gives no accuracy figures for the finance tasks.

    2 accounts

  • Fill out job applications in a browser

    Claude Cowork opens tabs, reads job listings, fills out applications and decides based on user rules, working autonomously until done.

    How it went It applies to 50 jobs in under 30 minutes while the user does other work; source shows no further results or failure rates.

  • Plan article topics and draft web articles

    A web writer uses Cowork for keyword selection, building a topic table that checks overlap with past articles, and drafting articles that learn from corrections.

    How it went The writer now produces 40 to 50 pieces a month, commissioned articles and notes combined, and no longer copy-pastes between chat and files. Drafts still need manual fact-checking and rewriting of the experiential parts.

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The best things people got an AI agent to do, each with the prompt to try it.

14

Claude Cowork for work

Planning, inboxes, documents, and the back office that runs a business.

All Work & Operations use cases, from every agent

8

Claude Cowork for life admin

Forms, paperwork, health, family logistics, personal assistants, and the smart home.

All Life Admin & Home use cases, from every agent

5

Claude Cowork for money

Unclaimed money, refunds, cancelled subscriptions, lower bills, taxes, and insurance.

All Money, Bills & Benefits use cases, from every agent

5

Claude Cowork for sales & marketing

Finding leads, running outreach, answering customers, and growing revenue.

All Sales, Marketing & Support use cases, from every agent

5

Claude Cowork for content

Writing, music, video, and design with agents in the loop.

All Content & Creative use cases, from every agent

3

Claude Cowork for research

Digging through books, papers, and data, and keeping what you learn organized.

All Research & Knowledge use cases, from every agent

8

Also used for

Shopping 2 · Travel 2 · Security & science 2 · Software 1 · Games 1

The five best new use cases, each with the prompt to try it, at 6:30am Pacific.

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