Day 6 of the 7 Day AIS Challenge — Scheduled Automations and Self-Improving Skills. Here's the build I'm most proud of from this entire challenge. On Day 3, I automated posting to this community using Playwright. It worked — but messily. Wrong selectors, unnecessary scrolling, fumbling to find the POST button. Every mistake got noted. I saved all of that into a file called skool_post_playbook.md. On Day 6, I called that same skill again to post my Day 4 share. It ran clean. No fumbling. Straight to the right selectors, right category, posted in seconds. That's the self-improving scheduled automation. Not a theory. A live example from this week. How it works: The skill runs → discovers what works and what doesn't → writes the correction back into its own file → next run is faster and more accurate. Day 3 fumbled. Day 6 flew. The playbook now contains: - Exact CSS selectors for the Skool editor - The state-detection check (green = complete, don't toggle) - The correct POST button method - Category options - A lesson completion one-liner that works on every page The lesson this week taught scheduled tasks and loops. My build IS the lesson. A skill that schedules itself to improve. This is what the WAT framework looks like when it matures: Workflow → Agent → Tool → Skill → Self-corrects → Gets faster → Runs on schedule → Money while you sleep #AISChallenge

Day 5 of the 7 Day AIS Challenge — Website Building. This one is already live in my stack. I built the /website skill before this challenge started. How it works: One command. Claude builds a complete HTML/CSS/JS site, deploys it to Vercel, and the client gets a live URL. No back-and-forth, no templates, no page builders. The business model: €300–€2,500 per site. €100–300/month for maintenance. Irish and UK tradespeople — plumbers, electricians, roofers — most of them have no website or a terrible one. They don't have time to build one. We do it in minutes. The 5 hacks from today's lesson that I'm applying: 1. Screenshot loop — Claude takes a screenshot of the deployed site and critiques its own work 2. Front-end skill — the skill knows design principles, not just code 3. Mobile-first by default 4. Brand assets baked in — colors, tone, logo ready to go 5. One trigger, live URL delivered The difference between Day 1 me and Day 5 me: Day 1: I had an idea Day 5: I have a productized service with pricing, a delivery method, and clients to target #AISChallenge