Running Cowork Scheduled Tasks in Practice — From a Morning Digest to Unattended Weekly Reports
How to set up recurring runs, reminders, and automated reports with Claude Cowork's scheduled tasks — covering cron basics, prompt design that survives unattended execution, and how to schedule multiple tasks so they stay reliable.
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.
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 is how I set the threshold, the three prompt changes that actually mattered, the numbers, 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 inside a Cowork VM, the cause is usually subdirectory ownership under /tmp. Here is how to detect it correctly, plus two real bugs hiding in the usual workaround code.
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.
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.
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.
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.