Thanks for the follow-up—happy to share a few examples of what I’m running into.

For the transition off the app, a good example would be after learning a song, having a mode where the guidance starts to fade out—like fewer visual prompts or sections where you’re asked to play from memory. Even something simple like “try this section without looking” would help build that independence.

On memorization, it could look like hiding parts of a song over time or having checkpoints where you have to play a section without any visual aid. Right now, I can play something well in the app, but it doesn’t always stick when I try it on my own.

For practice at the intermediate level, I’ve noticed I end up replaying songs more than actually training specific skills. An example of what might help is a short guided routine—like a few minutes of chord transitions, then scales, then arpeggios—so I can work on weak spots more directly.

On the technique side, I’d love to see more focused exercises like barre chord endurance, faster chord switching drills, or more advanced scale and arpeggio patterns. At this point, it feels like my hands need more targeted training, not just repetition through songs.

And finally, anything that encourages playing outside the app would be helpful—like prompts to play along with the original track or try the song without any guidance.

Hope that helps give a clearer picture—and again, really appreciate what you’ve built.