Day 6 — I Built a Skill That Teaches Itself

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

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