Master any skill,
one tracked hour at a time
The 10,000-hour rule says mastery is built through thousands of hours of practice. We turn that into a daily self-learning habit: start a new skill, record every session, build self-discipline, and share & see your progress with friends so you keep each other going. Vibe-learning — and fun.
Free to start · No credit card · Your progress, publicly shareable
Why 10,000 hours?
Popularized by Malcolm Gladwell in Outliersand rooted in Anders Ericsson's research on deliberate practice, the 10,000-hour rule captures a simple truth: real skill comes from showing up and putting in the hours. The hard part isn't the theory — it's seeing your own progress and staying motivated long enough to get there.
That's exactly what 10,000 hoursis for. Every session you record becomes a visible step on your timeline, so self-learning finally feels like progress you can see. Your total hours climb, your character levels up, you unlock titles for each skill — and because you share & see your progress together, friends turn solo grind into vibe-learning that actually builds self-discipline.
How it works
Start a new skill
Coding, music, languages, fitness, art — pick anything you want to self-learn and start putting real hours in.
Record every session
Paste a video, stream, or project link and the hours log themselves. Recording your practice is how self-discipline turns into progress.
Share & see your progress
Watch your total hours climb, share your public profile, and keep each other going — call it vibe-learning.
Track any skill
Your 10,000 hours start today
Log your first practice session in under a minute — and watch the journey to mastery begin.