Productivity use cases (page 3 of 3)
Small, repetitive tasks eat more of the week than anyone likes to admit. Cases like this show an agent taking a chore off someone's plate end to end, not just suggesting what to do. This hub lists all 225 sourced sightings filed under Productivity on Agent Sightings. The most common tools here are Custom agent (44), Claude Code (30), Claude (21), Grok Bot (18), ChatGPT Agent (11). Every line links to the case page, which has the source.
All 225 Productivity sightings, 161–225 of 225
- Build custom real estate tools for offers and deal tracking
- Collect financial data on 100 independent schools
- Find connections across 100 non-fiction books
- Let agents fill out web forms using text-grid page rendering
- Manage X follows and unfollows
- Migrate FreshBooks account data to Google Sheets
- Monitor DeFi positions and alert on risky pools
- Play Pokémon Silver on an emulator via Computer Use
- Record how you work, then automate the repetitive parts
- Run work scripts in Cowork on staged documents
- Speed up Rust code by having agents iteratively optimize it
- Test AI annotations on student problem sets
- Test local web apps and fix errors in one session
- Write Meta campaign copy as a senior copywriter
- Build a medication reminder pill dispenser that alerts caregivers
- Build an artificial life simulator in one HTML file
- Patch laptop BIOS to unlock hidden firmware menus
- Sort 400 PDFs into folders
- Turn daily X bookmarks into working tech prototypes
- Automate legal drafting and workflows
- Build a browser 4X strategy game
- Build a phone voice agent that answers in under half a second
- Build four games in parallel
- Build game architecture and animation merging
- Draft transactional documents
- Drive desktop apps
- Five annoying tasks handed to an agent
- Generate internal dashboards and data migration scripts
- Get upcoming events and control routines
- Manage a brokerage account in plain English
- Playtest a Godot 4 game
- Resolve customer calls proactively
- Reverse-engineer a book file format to search it
- Run a self-hosted, sandboxed software factory
- Run oral final exams
- Turn Slack and call transcripts into Claude Code tasks
- Build a racing game from a single prompt
- Analyze 170k LLM logs overnight
- Fill PDF forms
- Optimize CUDA kernels
- Answer renter questions and schedule tours
- Control a PC and launch World of Warcraft from your phone
- Deliver a software feature autonomously (partial)
- Hunt high-value Pokémon cards on eBay overnight
- Monitor PC memory and ask before closing apps
- Play RollerCoaster Tycoon
- Race three models to build a Counter-Strike clone
- Use Grok as the narrative engine of a game
- Turn a recorded task into instructions an agent runs
- Compile journalist lists and search apartment listings
- Search state databases for unclaimed property under old names
- Ship a first iOS app to the App Store
- Set up a Reddit profile through desktop control
- Analyze 10-Ks for value investing
- Monitor competitor marketplace prices
- Run an AI agent on a Nokia 110 feature phone
- Generate a robot arm CAD model from one prompt
- Monitor tasks and open pull requests
- Build a multi-tenant SaaS
- Replace token-heavy Jira and GitLab MCPs
- Audit hundreds of pull requests
- Explore code to write technical documentation
- Split a React Native to Swift migration across agents
- Manage Canvas courses in plain English
- Build a report-writing program for real estate appraisals