Cowork
Desktop automation and task management
Where the human still has to press the button — lessons from delegating ad ops to Cowork
From actually delegating repetitive ad operations — AdMob bidding-partner sign-ups and floor tuning — to Cowork, here is the boundary I found between what AI can fully own and the single moves a human still has to make by hand.
Rebalancing Interstitial Frequency in a Wallpaper App: Three Weeks of Trading Revenue Against Retention
I spent three weeks tuning only the interstitial frequency in a wallpaper app, watching where AdMob eCPM and next-day retention meet. Here is the quiet, unglamorous adjustment that actually moved things, with Claude in Chrome reading the dashboards alongside me each morning.
Localizing an App Store Screenshot PSD into 15 Languages Overnight with Cowork
A work log of localizing the store screenshots for the Android wallpaper app 'Beautiful Wallpapers' into many languages with Cowork: extracting text with psd-tools, pouring translations into layer names, and the real walls I hit with Thai and Korean glyphs.
Three Weeks of Letting Claude in Chrome Tune My AdMob Mediation Priorities
I let Claude in Chrome handle the reordering of AdMob mediation priorities for three weeks. Here are the numbers, the friction I hit, and the parts I deliberately kept under human control.
Folding AdMob and Crashlytics into One Morning Check via Cowork Scheduled Tasks — Two-Week Notes
I had been checking AdMob fill rates and Crashlytics surges in two separate dashboards each morning. I folded them into a single Cowork scheduled task. Here are my two-week notes, with the numbers and the friction I ran into.
When pip install Stops with externally-managed-environment in Cowork's Bash Sandbox — Three Patterns for PEP 668
Why pip install fails with externally-managed-environment in Cowork's Bash sandbox, and three practical fixes — --break-system-packages, venv, and pipx — written from real scheduled-task experience.
git clone Fails in Cowork Scheduled Tasks — Diagnosing /tmp Permission Errors and Disk Space Issues
When git clone fails with Permission denied or No space left on device in Cowork automated tasks, the root cause is often /tmp directory ownership or disk exhaustion. Learn how to diagnose both and apply a $HOME fallback pattern for reliable automation.
Claude in Chrome Not Working? A Practical Troubleshooting Guide
Struggling with Claude in Chrome? This guide covers the most common issues — buttons not responding, pages not loading, login failures, CAPTCHA blocks, and more — with practical solutions for each.
Why Cowork Scheduled Tasks Stop Mid-Run and How to Recover
A systematic guide to diagnosing and recovering from Cowork scheduled task failures — covering permission dialog lockups, bash-only file operations, disk space exhaustion, and git lock conflicts.
Honest 6-Month Review of Claude Cowork — What Actually Worked for an Indie Developer
A candid 6-month review of Claude Cowork from an indie developer's perspective. Covers scheduled tasks, skills, and the memory system — what exceeded expectations, what was genuinely painful, and the hard-won lessons that changed how I use AI automation.
Claude in Chrome × Google Sheets — Automate Repetitive Tasks with Apps Script
A practical guide to generating and running Google Sheets Apps Script with Claude in Chrome. No programming experience required — automate data cleanup, aggregation, and conditional formatting in minutes.
Codify Your Writing Voice as a Cowork Skill: A Personal Brand Style Guide Pattern
How to capture your own writing voice — vocabulary, rhythm, structural quirks — as a Cowork Skill, using a three-step loop of observation, SKILL.md authoring, and falsification testing.
Designing the One Page You Open Every Morning — Building Living Dashboards with Cowork Artifacts and MCP
Cowork Artifacts promote a chat answer into a re-openable page that fetches live MCP data. Here is how I design pages that replace recurring questions.
Automating Gmail with Cowork — Inbox Organization, Reply Drafting, and Morning Digests in Practice
A practical walkthrough of using Cowork's Gmail MCP connector to sort your inbox, generate reply drafts, and receive automated morning email summaries — based on real usage experience.
Understanding Claude in Chrome's MCP Tools: From take_snapshot to lighthouse_audit
A practical breakdown of Claude in Chrome's Playwright-based MCP tools. Learn when to use take_snapshot vs take_screenshot, how lighthouse_audit differs from performance tracing, and which tool combinations work best for common automation tasks.
Auto-Triage GitHub Issues and PRs with Cowork and GitHub MCP
Connect Cowork to GitHub MCP and automate Issue triage, labeling, priority assignment, and PR organization using plain natural language. A hands-on guide for solo developers and small teams who want to stop drowning in backlog.
Designing Mobile App Screens with Claude Cowork and Sleek — A Practical Guide for Non-Designers
Generate mobile app UI screens from plain-text descriptions using Cowork and Sleek. A hands-on guide for developers who want to design without a design tool.
Using Claude in Chrome to Analyze App Store Reviews and Decide What to Fix Next
A practical workflow for analyzing App Store and Google Play reviews without ever copying data into a spreadsheet. Open the page in Chrome, point Claude at it, and get a prioritized action list in minutes.
How I Combined Claude Code and Cowork to Automate My Indie Dev Workflow
A practical guide to combining Claude Code (coding CLI) and Cowork (desktop automation) for indie developers. Covers three real workflow patterns and tips for clean role separation between the two tools.
Auto-Organizing Dropbox with Cowork — File Classification, Duplicate Removal, and Naming Conventions
When your Dropbox starts feeling chaotic, let Cowork handle it. Learn how to build an automated system for file classification, duplicate detection, and bulk renaming — and schedule it to run weekly.
Cowork × Python Data Analysis Automation: Build a Weekly Report Pipeline with pandas and Matplotlib
Learn how to combine Cowork's scheduled tasks with Python to fully automate your data analysis reports. From pandas aggregation to Matplotlib charts and Google Sheets integration — a complete, production-ready implementation guide.
Automate App Store Connect with Claude in Chrome — Metadata, Reviews, and ASO Optimization
Learn how to use Claude in Chrome with App Store Connect to automate iOS app metadata updates, review replies, and ASO optimization. A practical guide for indie developers looking to cut down on store management overhead.
Implementing Design Systems as Claude Skills: Learning from kintone's AI-Ready Documentation
Learn how to transform your design system into AI-readable Claude Agent Skills, using Cybozu's kintone Design System as a reference. This guide covers the differences between MCP and Skills, SKILL.md design principles, and documentation optimization for AI integration.
Cowork Multi-MCP Orchestration in Practice: A Complete Blueprint for Automating Figma, GitHub, and Stripe
Learn how to design and implement cross-service orchestration in Cowork connecting Figma, GitHub, and Stripe. A complete blueprint for indie developers to build production-ready automation systems from scratch.
Claude Cowork × MCP Server Integration Guide — Building a Cross-Service Automation Ecosystem with Slack, Notion & GitHub
Learn how to integrate MCP servers with Claude Cowork to build automated workflows spanning Slack, Notion, and GitHub. Covers connector setup, design patterns, and production best practices.
No-Code AI Business Automation with Cowork — A Practical Guide for Non-Engineers
Automate everyday work with Claude Cowork — no coding required. Set up scheduled tasks, use built-in skills, and streamline your workflow with plain English.
Claude Dispatch: The Practical Guide to Remote AI Operations from Your Phone
Master Claude Dispatch to control your Mac from your phone and let AI handle complex desktop tasks while you're on the move. Complete setup and practical usage guide included.
Complete Fix Guide When Cowork Scheduled Tasks Aren't Running
Diagnose why Cowork scheduled tasks fail. Five root causes: app state, Cron syntax, prompt clarity, file permissions, and API auth. Debug and fix in minutes.
The Complete Guide to Building Custom Cowork Plugins — Integrating Skills, MCP Connectors, and Slash Commands for Production Workflows
Learn how to design and build custom Cowork plugins from scratch. This guide covers skill definitions, MCP connector integration, slash commands, sub-agent coordination, and distributing plugins through private marketplaces.
Cowork Skills × Scheduling: Advanced Automation Patterns and Techniques
Master Cowork's skill and scheduling capabilities. Learn 5 real-world automation patterns: sales reports, daily standups, KPI monitoring, meeting notes, and smart customer follow-ups.
Automate Cross-App Workflows with Cowork — HubSpot, Slack, Google Drive Integration Guide
Non-technical guide to using Claude Cowork for cross-app business automation. Connect HubSpot, Slack, Google Drive, and automate sales reports, follow-ups, and data consolidation.
Claude Cowork Mode: Common Errors and Fixes
Beginner-friendly troubleshooting guide for Claude Desktop's Cowork automation mode. Covers six common errors: disk full, permission denied, command failures, unrunning scheduled tasks, git push failures, and npm install errors. Each includes step-by-step recovery procedures.
Dispatch × Claude in Chrome: Combining Parallel Task Management with Browser Automation
Learn how to combine Cowork's Dispatch feature with Claude in Chrome to run parallel task management and browser automation simultaneously. Practical techniques with code examples.
Building an Automated Web Monitoring System with Claude Cowork — Competitor Analysis, Price Tracking, and Change Detection
Learn how to build an automated web monitoring system using Claude Cowork and Claude in Chrome. This hands-on guide covers competitor site change detection, price tracking, and SEO monitoring with scheduled tasks.
Claude Computer Use × Dispatch: Production Automation Patterns for macOS
Master production automation patterns with Claude Computer Use on macOS. Learn overnight batch processing, multi-app orchestration, spreadsheet automation, browser automation, and Xcode build automation with security-first design patterns.
How We Fixed Stripe Webhook HTTP 500 Errors Using Claude in Chrome — A Practical Guide
A step-by-step account of diagnosing and fixing Stripe Webhook HTTP 500 errors across four sites using Claude in Chrome. Covers Cloudflare Workers + Next.js pitfalls, the constructEventAsync fix, and live browser-based verification.
Claude Cowork & Claude Code Can Now Control Your Mac — Setup and Practical Guide
On March 23, 2026, Anthropic launched computer use for Claude Cowork and Claude Code on macOS. Learn how to set it up, explore real-world use cases, and understand the security model behind this new capability.
How to Back Up Cowork Scheduled Tasks, Todos, and Project Settings
Learn how to back up your Cowork scheduled tasks, TodoList items, and project settings like CLAUDE.md and skills. Protect your workflow from unexpected data loss.
Automate Your Online Shop with Claude in Chrome — Product Updates, SEO, and Store Setup
Learn how to automate e-commerce shop management using Claude in Chrome. From bulk product description updates to SEO optimization and even setting up a new store — all from your browser.
Streamline Crowdfunding with Claude in Chrome — From Platform Pages to Self-Hosted Stripe Campaigns
Use Claude in Chrome to automate crowdfunding page creation on major platforms, plus build your own Stripe-powered campaign page to skip platform fees entirely.
Build a Serverless Shop with Cowork — Complete Migration from Hosted Platforms to Cloudflare Workers
An advanced guide to migrating from hosted e-commerce platforms to a serverless Cloudflare Workers + Stripe shop. Covers Cowork-powered code generation, KV inventory management, and webhook processing.
Breaking Free from Figma — Building an AI-First Store Asset Workflow
Learn how to transition from Figma-dependent store asset creation to a fully AI-powered workflow using Claude and modern tools
How to Auto-Install Skills with Find Skill — Streamlining Your Design Workflow in Claude
Master the Find Skill feature to discover and auto-install design-focused skills in Claude. Learn how UI Pro Max, frontend-design, and other specialized skills streamline your workflow and establish team design standards.
How to Batch-Create Image Assets with Canva × Claude — Banners, OGP, and Social Media Graphics
Master batch creation of marketing assets using Canva and Claude AI. Set up Brand Kit for consistency, generate headlines with Claude, and use Canva's resize feature to output multiple formats at scale.
Claude × Figma × Stitch × Canva — Comparing App Icon Design Tools and Optimization Workflow
Compare three major design tools for app icon creation: Figma, Stitch, and Canva. Understand each tool's strengths, weaknesses, and best use cases. Learn optimal workflows combining all three with Claude AI for design review and quality assurance.
How to Design App Icons with Figma × Claude — A Practical Guide for Non-Designers
Master app icon design with Figma and Claude AI. Learn iOS/Android sizing specs, corner radius, grid systems, color theory basics, and how to use AI-powered design reviews to create professional app icons without a dedicated designer.
Markdown Basics — A Beginner's Guide to Writing Skill Files and Instructions for Cowork
Learn the essential Markdown syntax you need to create skill files and instruction documents in Cowork. Covers headings, lists, code blocks, tables, and more with practical examples.
Projects Come to Claude Cowork — Data Storage and Setup Guide
Claude's desktop app now supports Projects in Cowork mode. Learn how to create projects, import from Chat, and understand where your data is stored.
AI Side Business— Monetization Strategies Combining Claude with Multiple AIs
Learn how to combine Claude, Gemini, Rork, Antigravity and other AI tools to build profitable side businesses through Kindle publishing, paid newsletters, YouTube, app development, and serverless web apps.
Claude Code × Figma MCP — Automating Frontend Implementation from Design
Learn how to combine Claude Code and Figma MCP to auto-generate React / Tailwind code from Figma designs. Covers 4 tips for AI-friendly design, component architecture, responsive layouts, and practical workflows for dramatically efficient frontend development.
Running 4 Sites with 600+ Articles on Autopilot Using Cowork — A Solo Developer's Real Automation Story
How I use Claude's Cowork mode to automatically generate and publish articles across 4 AI knowledge base sites. Covers scheduled task design, skill files, real failures, and lessons learned.
25 Claude Daily Life Use Cases — How to Make Work and Life Easier with AI
25 ideas for using Claude in daily life, not just work. Email drafting, trip planning, recipe suggestions, homework help, budgeting—practical examples you can start using immediately.
Google AI × Antigravity × Claude Code — A Developer's Day Using Three AI Tools in Combination
Research with Google AI Pro, frontend with Antigravity, backend with Claude Code—a practical one-day workflow combining three AI tools on a real project example.
Claude in Chrome × Firebase/AdMob/AdSense Automation Guide — Streamline Revenue Management with Browser Automation
Streamline Firebase Console, AdMob, and AdSense management with Claude in Chrome browser automation. Detailed coverage of revenue monitoring, automatic report generation, and configuration automation.
Claude Cowork Scheduled Tasks— Recurring Execution, Reminders, and Auto-Report Generation
Complete guide to configuring recurring execution, one-time reminders, and automatic report generation with Claude Cowork's scheduled task feature. Clear cron syntax and practical prompt design for non-engineers.
Claude Lab — Find Skills Practical Guide
Master the Find Skills system for skill management and platform extension. Complete guide to installing from skills.sh repository and practical usage scenarios.
Global ASO Strategy with Claude Cowork | Guide for Individual Developers
Master keyword research with App Annie/App Figures and leverage Claude for multilingual localization in your global app expansion
Automate note Content & Monetization with Cowork: Build a Subscription Business
Discover how to use Cowork and Claude in Chrome to automate note.com membership content creation, analytics, and grow passive income from your writing.
SEO Optimization with Cowork and Claude in Chrome: Google Search Console & Google Analytics
Learn how to analyze GSC and GA data using Cowork and Claude in Chrome, then implement data-driven SEO improvements with step-by-step examples.
AI Solopreneurship with Claude Cowork & Skill Agents: The Complete 2026 Guide
Learn how to build a one-person AI-powered business using Claude Cowork and skills.sh skill agents. From content automation to SaaS MVP—everything you need to launch and grow solo.
Claude in Chrome × note.com Automation Guide — Auto-Post, Edit, and Analyze with AI
Learn how to automate note.com article posting, editing, and analytics using Claude in Chrome. A practical tutorial covering login, content publishing, dashboard analysis, and magazine management through browser automation.
Managing Cloudflare with Claude in Chrome — DNS, Security, and Performance Audits
Use Claude in Chrome to navigate the Cloudflare dashboard hands-free. Audit DNS records, review WAF and SSL settings, check cache performance, and analyze traffic — all through natural language.
Claude in Chrome vs. Cowork: A Beginner's Guide to Using Both
Not sure whether to use Claude in Chrome or Cowork? This beginner-friendly guide explains the difference between the two tools and shows you exactly when to use each one.
Managing WordPress with Claude in Chrome — Post, Edit, and Administer Without Touching Code
A practical guide to using Cowork's Claude in Chrome to operate your WordPress admin panel. Publish posts, upload media, manage plugins, and check site health — all through natural language instructions.
Fixing Cowork When It Stops Responding — How to Clear the VM Bundle Cache
When Cowork commands fail silently or the VM becomes completely unresponsive, clearing the VM bundle cache and restarting is often the fix.
Pollo AI × Claude Guide — Building an AI Video Production Workflow
Learn how to combine Pollo AI and Claude for an AI video production workflow. Covers prompt design, API integration, and batch generation tips.
Aqua Voice × Claude Guide — Accelerate AI Interaction with Voice Input
Learn how to use Aqua Voice to speed up your interaction with Claude (Cowork / Claude Code). From setup to practical techniques, plus a comparison with Claude's built-in voice modes.
Canva × Claude Integration Guide — Create and Edit Designs from AI Chat
Learn how to use the Canva MCP connector to create, search, edit, and export designs directly from Claude. Includes brand kit integration and template autofill.
Claude Code Skills & Plugins — Extend AI Capabilities with SKILL.md
Learn how Claude Code and Cowork skills and plugins work. From writing SKILL.md files to creating plugins, using the skills.sh marketplace, and connecting external tools via MCP.
Cowork × Excel / PowerPoint Integration — Automate Office Tasks with AI
Learn how to create, edit, and analyze Excel spreadsheets and PowerPoint presentations using Claude's Cowork mode. From data analysis to slide generation, discover practical techniques for automating office workflows.
Cowork 2026 Updates — Windows Support, Scheduled Tasks & New Connectors
A roundup of Cowork's latest features in 2026: Windows support, scheduled tasks, plugin marketplace, new MCP connectors, and more.
Cowork Connectors Guide — Maximize AI Power with External Service Integration
Learn how to use Cowork's connector features. From integrating with Canva, Figma, Slack, and Asana to interactive tool integration via MCP Apps, discover practical ways to connect external services.
File Management and Desktop Operations — Organize, Convert, and Batch Process Files with Cowork
Learn how to use Cowork for file management, format conversion, and batch processing. Organize your desktop and automate file operations with ease.
Practical Techniques for Automating Repetitive Tasks with Cowork
Learn how to combine Skills and Scheduled Tasks to dramatically streamline your daily workflows in Claude Desktop's Cowork mode.
Rork × Claude App Development — Refine AI-Generated Apps with Claude Code
Practical guide to refining Rork and Rork Max generated mobile apps with Claude Code. Covers Rork Max native Swift, 2-click App Store publishing, and more.
Rork Max— Build Native Swift Apps with AI
A practical guide to building native Swift apps with Rork Max. Covers Apple Watch, Vision Pro, 2-click App Store publishing, and Claude Code integration.
Suno AI × Claude Guide — Building an AI-Powered Songwriting Workflow
Learn how to combine Suno AI and Claude for an AI music creation workflow. Covers lyrics generation, MCP integration, and prompt design tips.
Using Google Stitch as a Complementary Editor — Claude Integration Guide
How to use Google Stitch (formerly Antigravity) alongside Claude Code and Cowork. The best way to combine AI coding tools for maximum productivity.
Cowork Browser Automation Guide — Let Claude Handle Web Tasks
A practical guide to Cowork's browser automation (Claude in Chrome): how to phrase instructions, what trips you up on dynamic pages, how confirmation prompts work, and why login state matters.
Cowork Scheduled Tasks — Automate Your Recurring Work
Learn how to use Cowork's scheduled task feature to automate file management, report generation, data backups, and other recurring tasks with Claude.
Automate Tasks with Cowork — Scheduled Runs and Skill-Powered Workflows
Learn how to automate everyday workflows with Cowork's scheduled tasks and skill system. Practical examples for file organization, report generation, and periodic checks.