Money, Bills & Benefits
Run Monte Carlo simulations on a retirement portfolio
Poster used Claude to rebuild their retirement portfolio and test sequence-of-returns risk by inserting past bear markets into growth paths.
Claude
All use cases
Real workflows with the tools, steps and prompts to copy them. Filter by what you use and how much time you have.
Research & Knowledge
Research and download scientific papers with a browser agent
A commenter built a custom browser agent to research and download scientific papers, and also uses browser agents for controlled data entry.
Other or custom
Research & Knowledge
Give a coding agent a paper corpus to find new techniques
Poster gave a Claude Code agent access to about 2M papers to search before each attempt; it found techniques it otherwise wouldn't know and beat a baseline agent.
Claude Code
Research & Knowledge
Summarize non-obvious methods file by file in a paper project
A commenter had Claude Code write file-by-file summaries of non-obvious methods in a research project, then reviewed them to keep track of the work.
Claude Code
Research & Knowledge
Run academic literature reviews from seed papers
Poster built an agent skill that starts from seed papers, searches backward and forward, screens candidates, and iteratively refines a literature review.
Other or custom
Work & Operations
Draft lesson plans and school paperwork for teachers
A teacher used ChatGPT for lesson plans, reflections, PowerPoints, assessment notifications, and marking, saving hours of planning.
ChatGPT
Work & Operations
Grade papers and build lesson plans for teachers
Author built a proof-of-concept app using ChatGPT prompt templates to grade papers, generate lesson plans, and give feedback.
ChatGPT
Work & Operations
Draft parent-teacher communications
A teacher says ChatGPT handled all their parent-teacher communications for a month, and they also tried it for lesson planning.
ChatGPT
Work & Operations
Create assessments and grade papers for classes
A teacher's co-teacher uses ChatGPT to create assignments and tests, with commenters also using it to grade papers and create texts.
ChatGPT
Work & Operations
Run routine store checks on delayed orders and stock
A commenter runs Claude against their store to check delayed orders, stalled tracking, and stock issues; the poster is connecting an assistant via MCP.
Claude
Sales, Marketing & Support
Turn product photos into video ads with an ad agent
A commenter feeds product photos and audience details to an agent that drafts the script, generates b-roll, and adds voiceover; another mentions a bot organizing calendar and payments.
Other or custom
Work & Operations
Run a business assistant that resumes project work
Poster linked a ChatGPT-based assistant to OpenClaw on an old Mac to resume project work, but it keeps forgetting the app's business goals and audience.
OpenClaw
Sales, Marketing & Support
Find customer leads on Reddit and Twitter automatically
Poster built an agent that finds leads and ideal conversations on Reddit and Twitter on autopilot.
Other or custom
Sales, Marketing & Support
Scrape real estate agent leads and start roofing outreach
An OpenClaw agent scraped Zillow, Redfin and Realtor.com for agents listing older homes, saved contacts and listings to a CSV, then began outreach for a roofing company.
OpenClaw
Content & Creative
Rebuild a math curriculum into a one-year plan with materials
Claude restructured an accelerated math curriculum into one year, writing tests, games, worksheets, a schedule, and a hosted site integrated with a teacher planner.
Claude Code
Money, Bills & Benefits
Monitor DeFi positions and alert on risky pools
AI agents watched a user's DeFi and traditional accounts across 37 chains and flagged a risky liquidity pool, preventing potential losses.
Other or custom
Research & Knowledge
Track competitor prices and contacts into Google Sheets
A Claude-powered scraper agent monitors competitor sites hourly, pulling pricing, company details and contacts into Google Sheets, replacing manual research.
Claude
Sales, Marketing & Support
Analyze competitor ads and generate on-brand ad creatives
An autonomous Ad Agent built on the Claude Agent SDK finds competitors, analyzes their ads, generates on-brand creatives and packages a shareable report.
Claude