Use cases

Things people report doing with agents. Curated feed excerpts link to their sources. Outcomes are not independently verified; categories are Oriel navigation labels.

• Automate Amazon brand bookkeeping and product images

  Claude Code · Creative · Via Agent Use Cases · Reported use case

  Done with Claude Code. An Amazon brand operator uses Claude Code to automate as much of his business as possible, including bookkeeping and generating product listing images.

• Query session records and build talk slides with Claude Code

  Claude Code · Development · Via Agent Use Cases · Reported use case

  Done with Claude Code. A CS instructor used Claude Code to query his recorded session database for commit stats and timelines and to build slides for a faculty talk.

• Split and log handwritten homework scans for teachers

  Claude Code · Research · Via Agent Use Cases · Reported use case

  Done with Claude Code. A Claude Code skill reads handwritten names on batched scans, matches them to a roster, splits PDFs per student, updates the completion spreadsheet and flags missing work.

• Generate custom interactive HTML lessons for students

  Claude Code · Research · Via Agent Use Cases · Reported use case

  Done with Claude Code. A teacher gives Claude Code a passage, level, vocab list and goals, and gets back a full lesson file with flip cards and comprehension questions, replacing hours of weekly worksheet work.

• Use Claude Code as an agentic tutor in your learning environment

  Claude Code · Research · Via Agent Use Cases · Reported use case

  Done with Claude Code. The author gave Claude Code a tutor role with a CLAUDE.md brief so it could explain concepts and interact with his learning environment.

• Run literature reviews over a folder of papers

  Claude Code · Research · Via Agent Use Cases · Reported use case

  Done with Claude Code. Researchers point Claude Code at 50+ papers to extract bibliographies, find core cited works, and write relevance lists against a theme as files.

• Trade a small Robinhood account by tracking politician trades

  Claude Code · Everyday life · Via Agent Use Cases · Reported use case

  Done with Claude Code. The author connected Claude Code to Robinhood's agentic trading beta via MCP with a $100 account; it watches politician and executive trades, tracks positions with live P&L and places real trades.

• Automate content distribution across Reddit and LinkedIn

  Claude Code · Creative · Via Agent Use Cases · Reported use case

  Done with Claude Code. A Claude Code agent runs six cloud automations that turn new articles into Reddit posts and replies and LinkedIn posts with infographics; Reddit replies need Slack approval.

• Turn meeting notes into a prioritized daily action list

  Claude Code · Work · Via Agent Use Cases · Reported use case

  Done with Claude Code. An author uses Claude Code as a personal assistant that processes meeting notes into an end-of-day action list, later adding daily priorities, note synthesis and budget tracking.

• Publish local news posts to WordPress automatically

  Claude Code · Everyday life · Via Agent Use Cases · Reported use case

  Done with Claude Code. Claude Code agents research local news, write HTML posts, upload them to WordPress, set featured images, verify and log results, and also check Airtable and Gmail.

• Run marketing agency copy, reporting and onboarding with agents

  Claude Code · Work · Via Agent Use Cases · Reported use case

  Done with Claude Code. An agency co-founder used Claude Code to build systems for ad copywriting, reporting and onboarding, including a bulk Facebook Ads publisher and a client reporting portal.

• Run Meta ad campaigns autonomously for a newsletter

  Claude Code · Everyday life · Via Agent Use Cases · Reported use case

  Done with Claude Code. A Claude Code agent generated ad images, managed Meta campaigns via API, built landing page variants and pulled analytics, testing about 50 variants over 31 days.

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