Music Loops & AI Skill Library
The repeatable skills behind AI-assisted music — packaged as loops you or your agent can run to take a song from idea to released track, then start again.
Everything here is a loop
Making music is the same handful of moves run over and over — study a theme, write a hook, generate a take, master the album, ship it. So instead of one-off instructions, each skill is framed as a loop: a repeatable cycle with a clear input and output that you run once per song, per chapter, or per track. They're written for a person and an AI agent to follow together.
Loops that require loops
Some loops build on others — you must Create before you can Master. Each one lists what it depends on.
Competing loops
Different tools and tastes get different loops for the same job — DistroKid or another distributor, one generator or another. Pick the one that fits you.
Run, then run again
The last loop hands its result to the next, and the catalog you build feeds the next idea — so the whole pipeline is itself a loop.
Built for you and your AI agent
If an AI agent is helping you make music, point it here. Every loop is written to be run by an agent and a person together — it names the real skills it uses and how it connects to the others, so an agent can follow the whole path from idea to released track. The library keeps growing, with new loops and skills added over time.
The pipeline
Write & Theme
Study the source, find the hooks, choose the voice — all the thinking that happens before a single note is generated.
Jarvie Music Writing Loop
Study the seed, brainstorm wide, lock a voice, then write a performance-ready lyric and style prompt.
Songwriting Craft Loop
A simpler, more universal writing loop — find a hook, pick a voice, structure it, and write a solid song.
Scripture-to-Song Loop
Turn any sacred passage into replay-worthy songs by studying it deeply, then writing through it.
Song Portrait Loop
Turn a real person's public presence into a song so specific they feel truly seen.
Artist Research Loop
Research an artist deeply once, store them in your Artist Library, then channel that voice on every future song — so the study compounds instead of repeating.
Song Research Loop
When someone says "make it like that song," study the song instead of copying it — turn it into a grounded style direction and a reusable artist entry.
Hymn Library Loop
Research a hymn and store its public-domain lyrics + reusable research in the library — once, for every project.
Create
Turn the written song into real audio, then iterate variations down to the best take.
Suno Creation Loop
The Suno-native loop: a writing loop produces the words, then you format, prompt, and submit a finished song into Suno.
Other Creation Tools Loop
Generate your tracks on a platform other than Suno — same loop, a different engine.
Download
Pull the finished audio out of the creation platform as real local files — the WAVs every later stage needs.
Master
Make the tracks streaming-ready. A family of focused loops — run the full pass, or just the slice you need (loudness, QC, cleanup).
Album Mastering Loop
Turn a folder of raw WAVs into a loudness-matched, diagnosed, cleanly-named album that streams right.
Loudness Master Loop
Normalize a track or album to a streaming-ready loudness — and touch nothing else.
Mastering QC Loop
Scan your tracks for the problems that wreck a release — and change nothing until you say so.
Fade & Cleanup Loop
Apply clean fades and trim dead air or tail artifacts from the ends of your tracks.
Distribute
Get the finished record — and its lyrics — onto Spotify, Apple Music, and everywhere else through a distributor.
DistroKid Album Loop
Drive the album-distribution wizard end to end, then stop one click short of publishing.
Other Distribution Loop
Release through a distributor other than DistroKid — CD Baby, TuneCore, Amuse, and more.
Lyrics-to-Streaming Loop
Get clean lyrics from your songs onto streaming — format and store them, then publish to DistroKid.
Lyrics Format & Store Loop
Turn a song's raw lyrics into DistroKid-clean plain text, stored on the song in the planner.
DistroKid Lyrics Publish Loop
Add your formatted lyrics onto DistroKid per track to unlock lyric display across streaming services.
Plan & Organize
Keep each song's research and brainstorm, compare and rate versions, classify by genre, and plan the next release.
Ready to run a loop?
Study the styles in the encyclopedia, write and create your song through these loops, then organize and plan it all in the workspace.