Automation
Scripts, batch, workflows
30 cases
Solo Entrepreneur Runs 20+ Managed Agents as a Full App Dev Team via Cowork →
Solo entrepreneur with a full-time job manages 20+ Cowork agents — 8 dedicated to app dev (frontend, backend, QA, security, UX, iOS/Android parity, architect). Uses mobile dispatch for remote tasking, flawless App Store submissions, operates like a small team for $100-200/month
Non-Engineer Ships Full iOS App (CouchRot) to the App Store Using Claude/Cowork →
A non-technical user built and shipped CouchRot (movie recommendation app) to the App Store using Claude/Cowork. Full stack: React Native + Expo, TypeScript, Supabase with RLS across 30 tables, 11 edge functions, OpenRouter, RevenueCat, Sentry, offline sync
Forked Viral 700+ Job Application Tool into a Claude Cowork Plugin for Any Industry →
Developer forked Santifer's engineer-focused career-ops tool into a Cowork plugin supporting any role — recruiters, marketers, ops, sales, PMs. Auto-finds jobs, rewrites resumes per role, handles applications
Texted Claude from the Subway, Came Back to a Finished Slide Deck →
Used Claude Dispatch to send a task from phone while on the subway. Returned to desktop to find a completed PowerPoint deck. No supervision needed, persistent context maintained
Five Parallel Workflows Before Breakfast →
Healthcare professional dispatches 5 simultaneous Cowork tasks at 6 AM — email triage, presentation prep, content calendar, downloads organization, research report — all completed autonomously, saving 2-4 hours
Solo SaaS Founder's Orchestration Stack: Shared Context Across Cowork, Chat, Code, and Agents →
A solo dev uses Cowork as a Chief-of-Staff layer: a single context.md on Google Drive acts as source of truth, and Cowork hands off work orders to agent skills (outreach + content) while Chat (mobile) and Code (repo) read the same file
Freelancer Automated Away Their Own Job with Cowork →
A freelancer managing social media and Google Business Profile used Cowork to build an automated workflow with brand guidelines, tone notes, and example posts. The client then requested to use the workflow as a replacement
Batch Convert Articles to Gumroad Digital Products →
Reformatted 9 published articles into Gumroad digital products, including sales copy, pricing suggestions, and product page generation
Batch Refactor React Class Components to Functional →
Used Cowork to convert legacy React class components to functional components with Hooks, split logic into custom Hooks, and write tests. Completed in 5 minutes
Auto-Sync Code Documentation (Caught 30+ Discrepancies) →
Pointed Cowork at source code and documentation folders. It auto-compared and updated docs, catching 30+ discrepancies the developer hadn't noticed
Workflow Recording & Automation →
Let Claude watch you perform a task once, then automatically learn and replicate the workflow
Automated Branded Presentation Creation →
Let Claude read brand assets (colors, fonts, materials) and automatically generate brand-compliant presentations
Parallel Agent Task Management →
Run multiple Claude instances simultaneously, having them process different tasks in parallel for greatly improved efficiency
Gmail Smart Filtering & Auto-Organization →
Use MCP to connect Claude with Gmail, letting Claude intelligently categorize emails, create filters, and automatically organize your inbox
Trello Board Automation Management →
Use MCP to connect Claude with Trello, letting Claude automatically create cards, manage tasks, and update board status
Batch Image Generation & Processing →
Let Claude batch submit multiple design prompts to image generation tools, automatically collecting and organizing outputs
Repository Pricing Batch Update →
Have Claude scan a Next.js project, find all old prices and update them, while ensuring README documentation matches actual file structure
Non-Technical User Successful Adoption →
John Wittle's mother successfully uses Cowork, demonstrating the tool's accessibility for non-technical users
Video File Editing and Conversion →
Lydia Hallie uses natural language to execute ffmpeg video processing without coding experience
Long Video to Social Media Clips →
Auto-convert long videos into short clips optimized for different social platforms
Subscription Cancellation Automation →
Auto-navigate to subscription service websites and complete cancellation processes
Japanese Business Test: 83% Faster Form Filling →
Japanese company HIBARI tested three tasks: 10 web forms (30min→5min), multi-source data aggregation (60min→15min), 5 PDF forms (20min→3min). 75-85% efficiency gain
Development Environment Setup →
Generate scripts to automate development environment configuration for new team members
Git Hooks Configuration →
Set up Git hooks for automated code quality checks and workflow enforcement
Cron Job Generator →
Create and manage scheduled tasks with proper cron syntax and shell scripts
Notification Alert System →
Set up automated notifications for system events, file changes, and scheduled reminders
Deployment Checklist Generator →
Create comprehensive pre-deployment checklists with automated verification
Workflow Process Optimizer →
Analyze existing workflows and create optimized automation scripts
Automation Script Generation →
Generate Shell scripts with Cowork to automate daily repetitive tasks
Code Refactoring Assistant →
Analyze and refactor code with Cowork to improve code quality and maintainability