Claudeに週次監査させてスキルを自動生成する

"If you're not 10x'ing your productivity with AI workflows you're cooked." You've heard this 100 times. And you know that to some degree, they're right. You know you should be building workflows, creating skills, automating the repetitive stuff. You just don't know what to automate. So you keep opening Claude, doing a task, closing it, and moving on. And the 10x everyone talks about never shows up. I set up one thing that completely changed this for me. Every Monday I wake up knowing exactly what to automate next. But I didn't figure it out. Claude did. Claude watches me work, sees the repetitive stuff I'm doing, and tells me. Then he automates it for me. Here's what I did, why it works, and the exact prompt to set it up yourself: P.S. If you want more AI workflows like this delivered to your inbox every week, join 37k readers getting them free: aisolo.beehiiv.com/subscribe How to know what to automate (without figuring it out yourself) calls it workflow-based thinking.@AlexHormozi The idea: take any role in your business, break it into the 4 to 10 tasks that person actually does with their hands and eyes, then ask which of those tasks could be automated. His example is an editor. You don't need "an editor." You need someone to do 5 specific things that turn raw footage into a finished video. Each of those 5 things is its own workflow you can potentially automate. Same logic applies to how you use AI. The problem is identifying them. Hormozi's advice is to sit down and decompose it all: don't just write "I make content." Go deeper. You research sources, you extract insights from those sources, you brainstorm angles, you write drafts, you edit drafts. Then one level deeper. Each of those is a separate task you can potentially automate. The problem is actually doing that audit. It's tedious, it takes a while, and your workflows change every week so you'd need to keep redoing it (I put it off for months). So I automated the audit itself. I set up a scheduled task in Claude Cowork that: Reads through all my AI sessions from the past week Spots the repeated work I'm manually doing And recommends what to turn into reusable skills or scheduled automations. I just wake up on Monday to a report telling me what to build next (then I have Claude help build it for me). What the report gives me For each pattern it finds, I get: What the repeated task is How many times I did it that week A recommendation for how to turn it into a skill or scheduled task Here's a real example from last week. I write AI educational content for a living. A huge part of my job is filtering through content on the internet, YouTube videos, research papers, GitHub repos, articles, to find the best angles to turn into posts. That means watching or reading the source, pulling out the key insights with Claude, deciding what's relevant for my audience, and brainstorming which angles could actually become content. It's easily 20+ minutes per source, and I'm doing it constantly. Last week the audit flagged that I did this exact workflow 5 times. Before: hours of content research spread across the week, doing the same steps over and over inside Claude. After: the audit recommended I build a "content-miner" skill. Now I paste a URL, and in about 60 seconds it extracts the key insights, ranks them by audience relevance, and gives me ready-to-use post angles with draft hooks already in my voice. One skill, and I got all those hours back. I never would have thought to build it. The audit just told me to. How to set it up (takes 60 seconds) Open Cowork and go to scheduled tasks Create a new scheduled task Paste this prompt: You are running a weekly workflow audit. Use list_sessions to pull all my Cowork sessions from the past 7 days. For each session, use read_transcript to understand what was done. Look for: Tasks I've done more than once that follow a similar pattern Workflows where I gave the same kind of instructions repeatedly Anything that could be turned into a reusable skill so I never have to explain it again For each pattern you find, give me: What the repeated task is How many times I did it this week A recommendation for how to turn it into a skill or scheduled task 4. Set it to run every Monday morning That's it. You're in. What happens after a few weeks Every Monday the audit finds patterns. You turn the best ones into skills or automations (I just ask Claude to help build it for me). Next week it scans again and finds the next layer. After a month, you've built skills and automations that you never would have thought to create on your own. The audit just keeps surfacing them. This is how you actually 10x your productivity. Your whole system gets tighter every week. And you never have to sit down and manually figure out what to automate (which honestly you were never going to do anyway). Go set it up Go create the scheduled task right now. 60 seconds. Then every Monday, before you even touch your laptop, you'll have a report telling you exactly what to build next. Your setup gets smarter every week and you don't have to think about it. P.S. If you want more AI workflows that help you get more customers, more attention, and more done (without working more hours)... I send them to 37k readers every week for free. Plus you get a free Claude Cowork masterclass when you join: aisolo.beehiiv.com/subscribe