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.
Claude Cowork for work
Planning, inboxes, documents, and the back office that runs a business.
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.
Write end-of-sprint changelogs from completed tickets
A PM has Claude Cowork read completed Linear tickets, pick what matters, draft the update and suggest email or in-app format, replacing about an hour per sprint.
Learn personal scripts from a tools folder
Claude Cowork read a folder of personal scripts for email, CRM, research and drafting, added them to memory, and carried the capabilities to a new interface.
Summarize email and prep briefings from your phone
A Fortune writer used Claude Dispatch with Cowork to summarize and pick out important emails, plus recurring morning briefings and meeting prep from the calendar.
Extract purchasing-card receipt data into a report cover sheet
A Duke staff member tested Cowork on a receipt PDF; it crashed partway, though it handled a folder of PDFs and wrote results to an outputs folder.
Run browser agents for small admin tasks
An educator tried agentic browsers that made a meeting poll, looked up and summarized colleagues' teaching schedules, and reformatted a slide deck, though clunky and slow.
Run content research and sponsor outreach with Claude computer use
The author tested Claude computer use in Cowork and Claude Code over two days on six workflows including research, sponsor outreach and product listings.
Reconcile bank statements with invoices
Cowork cleaned vendor names, categorized expenses, matched invoices to transactions, flagged missing ones, built an Excel file and renamed invoice files.
Run a daily chief-of-staff agent across inbox, calendar and CRM
A surgeon runs about twenty scheduled Cowork tasks that triage email, prep meetings, flag stale deals and leave drafts ready in a dashboard.
Delegate calendar, inbox and travel booking to a personal work agent
Authors use Cowork or Claude Code to schedule invites, triage email, book flights and hotels, pull Airtable data and scrape exhibitor lists.
Automate recurring work with scheduled Cowork tasks
The author tested six scheduled tasks: email briefings, file cleanup, Stripe reporting, invoice reconciliation, notes tidying and flight price tracking.
Turn trip receipts into an expense report and triage files
The author used Cowork to build an expense report from 47 receipts, pick what to read from 4,992 files and make slide decks via Gamma.
Check hotel reservations and guest check-ins on Booking.com
A small-hotel owner in Riga runs scheduled Cowork tasks that use Claude in Chrome to check reservations and verify check-ins in the Booking.com admin panel.
Hand a day of busywork to Cowork
The author gave Cowork a day of busywork, including pulling numbers from three sources into a report that needed light editing and a scheduled weekly metrics report; screen-driving was slower and needed nudges.
Claude Cowork for life admin
Forms, paperwork, health, family logistics, personal assistants, and the smart home.
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.
3 accounts
Draft personalized job outreach emails from LinkedIn leads
Pratyush Pandey gave Claude Cowork LinkedIn leads and his resume, and it drafted personalized emails per role and prepared them in Gmail.
Plan family meals and enter recipes into Grocy
The author used Claude Cowork's computer use in Chrome to enter recipes into Grocy, adjust them for four people, and pick recipes that use leftover perishables for a shopping list.
File a trademark application with the USPTO
Claude Cowork walked through each step and filled out the paperwork for a trademark that received final USPTO approval.
Find a London flat to rent
The poster used Claude Cowork to search for and find a flat to rent in London in five days.
Handle household logistics and bills with Cowork
The author ran Cowork for weeks on family logistics, recurring bills, meal planning and a child's activity schedule.
Build a 12-day homeschool curriculum from PDFs
Cowork read 12 PDFs of worksheets and reading material, organized them by subject and built a 12-day curriculum to the requested schedule.
Bulk-unsubscribe from Gmail newsletters
A PCWorld writer had Claude Cowork pick newsletters safe to cut, then unsubscribe in bulk via the Chrome extension with a JavaScript function it wrote to click Unsubscribe.
Claude Cowork for money
Unclaimed money, refunds, cancelled subscriptions, lower bills, taxes, and insurance.
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.
2 accounts
Prepare and file overdue German VAT statements
Cowork with Claude's Chrome extension prepared accounts from invoice PDFs, then logged into Elster and submitted the overdue Q3 2025 VAT forms.
Produce investment memos with Claude Cowork
The author walks non-developers through using Claude Cowork to produce a full investment memo in about 15 minutes and track the investment afterwards.
Do bookkeeping and tax prep from a folder of documents
Cowork sorted tax documents, built a bookkeeping spreadsheet, estimated refunds, flagged missed deductions and wrote a briefing for the tax preparer.
Find recurring subscriptions in bank statements
Cowork reads a folder of bank statements, finds recurring charges and builds a dashboard of active and cancelled subscriptions and monthly savings.
Claude Cowork for sales & marketing
Finding leads, running outreach, answering customers, and growing revenue.
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.
Reply to outreach responses from email and LinkedIn inboxes
Claude Cowork scans email and LinkedIn inboxes and replies to outreach responses, while another workflow writes first lines from prospect site and LinkedIn research.
Run outbound sales workflows with Claude Code
Four workflows cover pre-call research, event attendee scraping, a daily hot-leads digest, and post-call CRM updates and follow-up drafts.
Find and score leads from social post engagers
A Cowork agent scrapes LinkedIn post engagers via Apify, enriches via Apollo, scores them against an ideal customer, and drafts outreach for the best fits.
Repurpose customer interviews into posts and newsletter copy
A reusable Cowork skill turns one customer interview into a blog post, LinkedIn update and newsletter paragraph, with human review at each stage.
Claude Cowork for content
Writing, music, video, and design with agents in the loop.
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.
Take a video from thumbnail to published with promo posts
Cowork proposes a Figma thumbnail, uploads the video to YouTube with metadata, and drafts and schedules X, Bluesky and LinkedIn promo posts.
Generate a daily podcast briefing from newsletters
The author tested Cowork on a morning podcast from newsletters via Readwise and n8n MCP, plus video and 3D print design, noting what worked and what failed.
Repurpose a newsletter into social content
One Cowork prompt turns a finished newsletter into a carousel, reel script, LinkedIn post and Substack note; it also built a Notion hub.
Create and schedule social content through Blotato
Cowork with the Blotato connector produces a LinkedIn post with infographic, turns a YouTube video into a carousel, and schedules posts across platforms.
Claude Cowork for research
Digging through books, papers, and data, and keeping what you learn organized.
Monitor tech subreddits and competitors, draft emails and articles
Commenters use Cowork daily to scan Reddit tech subreddits for work items, monitor competitors and markets, generate articles and draft emails.
Gather three years of meeting minutes into text files
Jeff Adams used the Claude Chrome extension to collect meeting minutes into text files and load them into a notebook, taking 3-4 hours over three sessions.
Scrape weekly Substack rankings and write a report
Claude in Chrome runs weekly to scrape Substack ranking data into a dataset, and Cowork analyzes it and writes a weekly report.
Also used for
Shopping 2 · Travel 2 · Security & science 2 · Software 1 · Games 1
Draft refund emails from a photo and Gmail receipt
Cowork finds the receipt in Gmail, extracts the order number and date, and drafts a refund email for the user to review and send.
2 accounts
Email Houston dealerships to shop for a car
Cowork built a dealership tracking sheet, sent outreach emails, filled web forms and managed replies; a separate 100+ receipt expense job hit limits and moved to Claude Code.
Book flights and hotels, stopping at payment for approval
Claude Cowork drove the browser through Claude in Chrome to book 8 flights and 5 hotels, filling traveler details and seats and pausing at payment for approval.
7 accounts
Plan a road trip with Claude Cowork
The poster used Claude for the entire planning of a trip to National Harbor, MD, with it acting like a knowledgeable companion on routes.
Reverse engineer Claude Desktop to find a path to Linux support
A maintainer pointed Claude at the minified Claude Desktop app to find why Cowork only runs on macOS; it found the VM and sandbox layers and mapped a route to Linux.
Run a home robot through Claude Desktop
Tal Raviv controlled a robot via Claude Desktop with his usual email and calendar tools; it proposed patrolling the house and publishing a field journal, and did a test run.
Fix a broken API website
A user says Claude Cowork fixed their API website after another agent kept breaking it, explaining the problem and working through changes with them.
Build Godot games with paired design and coding agents
Cowork handles design docs, task queues and playtests while Claude Code writes GDScript and runs Godot and git.
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