Fight an itemized medical bill with a dispute letter
A patient had Claude explain an itemized hospital bill, find duplicate charges and draft a dispute; the bill dropped from $1,200 to $180.
Latest use cases, page 7
Use cases 181 to 210 of 254, sorted by the date the source was posted.
Record how you work locally and turn it into agents and SOPs
Screenpipe records your screen and audio locally so agents can search what you did and automate repetitive tasks.
Direct a 10-minute AI movie with Claude Code as the director
A creator built a Claude Code pipeline that glues video, image and voice models together to make 10-minute films.
Give students a Socratic AI tutor on a personal learning path
A former teacher’s startup diagnoses K-12 skill gaps and pairs adaptive lessons with an AI tutor that guides without giving away answers.
Automate a friend’s browser-heavy workday with a learning agent
A developer automated a friend’s three daily browser tasks from about eight hours to 20 minutes.
Clean messy spreadsheet data with Copilot in Excel
An Excel creator says Copilot in Excel extracts and cleans data in minutes and saved her 150 hours this year.
Run a solo automation agency on Claude Code and reusable skills
A solo operator describes building a $40k/mo services business with Claude Code, a skills folder, and tiered offers from websites to monthly systems.
Sell a LinkedIn prospecting AI agent as a SaaS product
A founder built Gojiberry, a SaaS around a LinkedIn AI agent, and per a podcast host grew it from $50K to $300K MRR.
Track token use and cost across 27 AI coding tools
A developer released TokenTracker, a local dashboard for usage and cost across Claude Code, Codex, Cursor, Gemini CLI, Copilot and more.
Attack open math problems with 20 parallel agents and Lean proofs
A builder runs up to 20 GPT-powered agent harnesses in parallel on open Erdős problems, checking proofs in Lean 4.
Set up Gemini Spark as an always-on personal agent
Jeff Su gives a beginner’s guide to Gemini Spark, Google’s always-on AI agent.
Train an agent that writes RL training jobs for small models
A developer trained an agent whose job is to write reinforcement-learning jobs for small models, for about $1.3k, and open-sourced it.
Prove a research idea on vacation with Claude Code
An open-source maintainer used Claude Code on a beach to show common geo and climate operations can be written as SQL, and even built a neural network in SQL.
Analyze CSVs and SQL with a terminal agent built for data work
A developer released OpenDash, an open-source CLI agent for analysts focused on CSVs, SQL, KPIs and reports.
Ask questions of geospatial data with a Claude or Codex skill
A skill lets Claude or Codex write geospatial SQL so you can ask map questions in plain English.
Let an agent grade, comment on and redline Word documents
A developer built a CLI so agents can edit Word docs with tracked changes and comments, starting with a TA agent for his wife, a professor.
Plan curriculum and analyze grades with Claude Cowork
A teacher says Claude Cowork saves hours on curriculum design, grading, slides and analyzing student grades.
Ship a Windows desktop app from issue to store with the Copilot app
A developer built an Azure VM manager while testing GitHub’s Copilot app, which works from issue to merged PR, and published it free on the Microsoft Store.
Manage ad accounts through a conversation with an AI agent
Adspirer connects AI assistants to Google, Meta, LinkedIn and TikTok ad accounts so you can manage campaigns by chatting.
Get an AI second opinion on your MRI report and treatment plan
A patient fed his MRI results and the clinic’s treatment list to AI models and got guideline-based questions to take back to doctors.
Get clean Word documents out of an agent with a DOCX MCP
Lawyers in a legaltech thread produce firm-formatted Word files with Claude Cowork or Codex plus a DOCX MCP instead of chat output.
Generate parametric 3D-printable parts from a prompt
Adam’s open-source CADAM turns text or an image into OpenSCAD code with sliders for each dimension, exportable to STL.
Connect your YNAB budget to Claude Code
A creator connected YNAB to Claude Code through the YNAB API so Claude can read his budget, analyze spending and build reports.
Reconcile insurance EOBs against provider bills every week
A user set Claude Cowork to reconcile insurer EOBs, provider invoices and reimbursements and found over $8,000 in insurer errors.
Screen resumes in seconds with an n8n recruiting agent
A builder made an n8n recruiting agent that screens a resume in about 10 seconds and alerts the recruiter on Telegram.
Screen inbound resumes in seconds with an n8n agent
A builder made an n8n recruiter that reads applicant emails, scores the resume, logs it to Sheets and sends a Telegram alert.
Design product UI in code with Claude instead of Figma mockups
A Jane Street designer, once an AI skeptic, now does most design work with Claude Code instead of specs and Figma mockups.
Generate a hands-on tutorial to learn a new technical topic yourself
Lathe uses agent skills in Claude Code, Cursor or Codex to write a sourced, hands-on tutorial that you then work through by typing the code yourself.
Review contracts with a strong model and redline with a cheaper subagent
A law firm reviews contracts with Claude Opus and hands Word redlining to a Sonnet subagent, cutting the cost of the document work about 5x.
Build a weekly budget in Google Sheets that updates itself
A TechRadar writer used Gemini in Google Sheets to build a weekly budget that updates itself, and explains how.
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