把一篇长文变成 5 条可以直接发的短帖
写了长文、想拆成 X / Threads 短帖的老板和创作者
We ran it
THE AI LIBRARY · USE CASES
Real AI agent use cases you can copy
7 use cases we ran ourselves, then 154 jobs other people did with Claude, Claude Code, Codex and Claude Cowork and shared in public. Each card opens a page with steps and a starter prompt.
The 154 ideas are written in our own words, scored 8 or more out of 10 for real-world use by a reviewer model, and link the original post. Found via agentusecases.ai by Alex Finn. We haven't run those yet, so try them on made-up data first.
161 of 161 use cases
We ran these ourselves 7
Tested step by step, written in 中文.
把一篇文章写成 60 秒短视频口播稿
想把文章或经验拍成 Shorts / Reels，但不知道怎么开口的人
We ran it
把口播稿变成一张分镜表
要拍短视频、又不想一边拍一边想画面的人
We ran it
用 AI 做一张可以直接打印的 A4 活动海报
要办分享会、开幕、促销活动，想自己出海报的老板和社团
We ran it
把客户的询问变成一份报价单
接单做印刷、装修、活动、批发这类生意，常常要报价的老板
We ran it
让 AI 写一个小程序，一按就把订单表变成报告
每个星期都要把 Excel / CSV 订单整理成报告的老板和上班族
We ran it
帮网页写 FAQ，再做成 FAQPage 结构化资料
有网站、想把常见问题讲清楚的老板
We ran it
Sales & marketing 31
Build a sourced prospect list and draft emails you send yourself
Founders and consultants who do their own outreach and want better-researched lists
Idea, not run by us yet
Draft a weekly newsletter from your latest posts and schedule it after approval
Writers and owners who mean to send a newsletter every week but often skip it
Idea, not run by us yet
Automate pre-call briefs, event lead lists and post-call follow-ups
Sales teams who spend hours on research and admin around each call
Idea, not run by us yet
Feed your own search data to Claude each week to plan SEO content
Founders growing a product through search without paying for ads
Idea, not run by us yet
Filter a company list down to good-fit prospects
B2B sellers who pull big company lists and waste time on poor fits
Idea, not run by us yet
Find weak ads in a CSV and write new headline and description variants
Marketers who refresh Google Ads copy often and want a repeatable process
Idea, not run by us yet
Customer service 6
Build scripts that let an agent handle support tickets with your approval
Software founders handling support, billing and refunds themselves
Idea, not run by us yet
Search Jira, Confluence and Zendesk at once from Claude Code
Support admins who hunt through several tools to answer one ticket
Idea, not run by us yet
Sort support emails and draft replies that follow your refund policy
Online shops that answer lots of return and refund emails
Idea, not run by us yet
Get live answer cards from your own documents during calls
Sales and support people who get asked detailed questions on calls
Idea, not run by us yet
Take food orders over Instagram messages with an agent
Restaurant owners who get lots of orders through Instagram DMs
Idea, not run by us yet
Turn messy client notes into a hotel shortlist in order
Travel advisors who keep scattered notes on what each client likes
Idea, not run by us yet
Operations & admin 15
Fill in a batch of forms from public company information
Office staff handed a stack of similar forms that each need different details
Idea, not run by us yet
Fill PDF forms from saved details with a reusable skill
Freelancers who fill the same tax and supplier forms again and again
Idea, not run by us yet
Hand a day of admin tasks to an agent and approve each plan first
Busy professionals with a backlog of folder tidying, report filling and note cleanup
Idea, not run by us yet
Have an assistant flag late orders, stuck tracking and stock problems
Online store owners who check orders and stock by hand every day
Idea, not run by us yet
Sort hundreds of PDFs into folders by what they say
Office staff with a pile of PDFs that need filing by content
Idea, not run by us yet
Spot risky clauses in a long contract before you sign
Owners who sign supplier, lease or service contracts without a lawyer reading every page
Idea, not run by us yet
Finance & bookkeeping 22
Do monthly bookkeeping from one admin folder
Solo owners who lose hours each month renaming receipts and matching payments
Idea, not run by us yet
Log, sort, rename and file receipts every couple of weeks
Owners who drop receipts in a folder and catch up on bookkeeping later
Idea, not run by us yet
Build a monthly reconciliation that flags what it is unsure about
Owners who reconcile hundreds of transactions a month and want fewer rows to check
Idea, not run by us yet
Find forgotten subscriptions hiding in your bank statements
Anyone who suspects they are still paying for services they no longer use
Idea, not run by us yet
Match a month of bank transactions to invoices and flag the gaps
Small business owners who lose an afternoon every month matching receipts
Idea, not run by us yet
Organise a tax folder and write a briefing for your accountant
People who hand a messy pile of tax papers to an accountant every year
Idea, not run by us yet
Research & writing 20
Code interview transcripts into themes with checked quotes
Researchers and product people sitting on a pile of interview transcripts
Idea, not run by us yet
Collect stats for every post from a dashboard that has no connector
Writers who want all their post figures in one report without copying them by hand
Idea, not run by us yet
Find customer pain points on Reddit with a repeatable research skill
Founders checking whether a problem is real before they build
Idea, not run by us yet
Get a daily 7 a.m. email digest of the Reddit threads that matter to your work
Busy professionals who want to follow their niche on Reddit without scrolling
Idea, not run by us yet
Get a Monday brief on what competitors changed, job ads included
Owners who want to know what rivals are up to without checking every site
Idea, not run by us yet
Index your writing archive and repurpose one piece into several formats
Writers and newsletter owners with years of posts they rarely reuse
Idea, not run by us yet
Building software 32
Build simple in-house tools for property offers and deal tracking
Property investors and rental owners who want tools shaped to how their team works
Idea, not run by us yet
Design a website by giving Codex a written design spec first
People who want a better-looking personal or small business site without a designer
Idea, not run by us yet
Find why a program keeps dying on your server without changing anything
Small teams running their own server who see a program crash with no clear error
Idea, not run by us yet
Get draft code reviews you can edit before sending
Developers with a pile of pull requests waiting for their review
Idea, not run by us yet
Have Claude Code explore your app and write Playwright tests
Developers and testers who need end-to-end tests for a web app
Idea, not run by us yet
Let Claude pick up assigned tickets, draft code and open pull requests
Developers with a steady queue of tickets who want to spend their time on review
Idea, not run by us yet
Automation & agents 7
Check course submissions and forums by asking in plain English
Educators who spend time each week checking missing work and forum activity
Idea, not run by us yet
Copy your Claude Code skills and setup over to Codex
People with a big library of Claude Code skills who also want to run Codex
Idea, not run by us yet
Have Claude write a script that pulls data from websites for your job
Contractors and staff who spend hours copying information off websites by hand
Idea, not run by us yet
Scan marketplace listings overnight and flag underpriced items
Resellers and collectors who hunt for underpriced stock on online marketplaces
Idea, not run by us yet
Swap heavy tool connectors for light CLI skill files
Developers whose agent burns tokens on Jira or GitLab connectors
Idea, not run by us yet
Use computer use to finish a task when an app integration falls short
Teams whose agent can do most of a job but gets stuck on one missing feature
Idea, not run by us yet
Personal productivity 21
Let Claude Code label your inbox and draft replies
Founders buried in email who already use Claude Code
Idea, not run by us yet
Schedule Claude to draft email replies and add invites every hour
People who fall behind on replies and miss meeting invites in a busy inbox
Idea, not run by us yet
Ask for email summaries and meeting prep from your phone
Busy professionals who want inbox help while away from their laptop
Idea, not run by us yet
Clean up a messy Downloads folder into sorted groups
Anyone whose Downloads folder has thousands of loose files
Idea, not run by us yet
Cut a crowded inbox down to the emails that need you
Non-technical owners with a full inbox and scattered spending records
Idea, not run by us yet
Draft a refund request from a photo and the receipt in your email
Shoppers who put off refund requests because finding the order details is a chore
Idea, not run by us yet