24 loops · 6 stages · 22 ready to run

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 loopWhat a loop is, how loops connect, and how your AI agent reads them.

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.

Agent index · /llms.txtA machine-readable map of every loop, for agents landing on the site.

The pipeline

Every loop

24 in all

Jarvie Music Writing Loop
Study the seed, brainstorm wide, lock a voice, then write a performance-ready lyric and style prompt.
Stage
Write & Theme
Kind
Ready to run
Songwriting Craft Loop
A simpler, more universal writing loop — find a hook, pick a voice, structure it, and write a solid song.
Stage
Write & Theme
Kind
Ready to run
Scripture-to-Song Loop
Turn any sacred passage into replay-worthy songs by studying it deeply, then writing through it.
Stage
Write & Theme
Kind
Ready to run
Song Breakdown Loop
Investigate a reference song, break it into usable musical and lyrical parts, and record it in your research library.
Stage
Write & Theme
Kind
Ready to run
Tools
Assist With Music
Song Signature Loop
Mimic a specific song's signature — turn a deep analysis into a directed style prompt AND placed performance instructions.
Stage
Write & Theme
Kind
Ready to run
Tools
Assist With Music, Suno
Using-Text Hymn Loop
Sing the actual public-domain hymn — exact words intact — dressed as a modern record.
Stage
Write & Theme
Kind
Ready to run
Tools
Suno, Assist With Music
Song Portrait Loop
Turn a real person's public presence into a song so specific they feel truly seen.
Stage
Write & Theme
Kind
Ready to run
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.
Stage
Write & Theme
Kind
Ready to run
Tools
Assist With Music
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.
Stage
Write & Theme
Kind
Ready to run
Tools
Assist With Music
Hymn Library Loop
Research a hymn and store its public-domain lyrics + reusable research in the library — once, for every project.
Stage
Write & Theme
Kind
Ready to run
Tools
Assist With Music
Suno Creation Loop
The Suno-native loop: a writing loop produces the words, then you format, prompt, and submit a finished song into Suno.
Stage
Create
Kind
Ready to run
Tools
Suno
Suno Results Loop
Capture a finished Suno take — its link, length, and structure — onto the right song in the planner.
Stage
Create
Kind
Ready to run
Tools
Suno, Assist With Music
Other Creation Tools Loop
Generate your tracks on a platform other than Suno — same loop, a different engine.
Stage
Create
Kind
General shape
Suno Download Loop
Download every finished track out of Suno as clean, numbered local files — MP3 or WAV — in one pass.
Stage
Download
Kind
Ready to run
Tools
Suno
Album Mastering Loop
Turn a folder of raw WAVs into a loudness-matched, diagnosed, cleanly-named album that streams right.
Stage
Master
Kind
Ready to run
Tools
ffmpeg
Loudness Master Loop
Normalize a track or album to a streaming-ready loudness — and touch nothing else.
Stage
Master
Kind
Ready to run
Tools
ffmpeg
Mastering QC Loop
Scan your tracks for the problems that wreck a release — and change nothing until you say so.
Stage
Master
Kind
Ready to run
Tools
ffmpeg
Fade & Cleanup Loop
Apply clean fades and trim dead air or tail artifacts from the ends of your tracks.
Stage
Master
Kind
Ready to run
Tools
ffmpeg
DistroKid Album Loop
Drive the album-distribution wizard end to end, then stop one click short of publishing.
Stage
Distribute
Kind
Ready to run
Tools
DistroKid
Other Distribution Loop
Release through a distributor other than DistroKid — CD Baby, TuneCore, Amuse, and more.
Stage
Distribute
Kind
General shape
Lyrics-to-Streaming Loop
Get clean lyrics from your songs onto streaming — format and store them, then publish to DistroKid.
Stage
Distribute
Kind
Ready to run
Tools
DistroKid, Assist With Music
Lyrics Format & Store Loop
Turn a song's raw lyrics into DistroKid-clean plain text, stored on the song in the planner.
Stage
Distribute
Kind
Ready to run
Tools
Assist With Music
DistroKid Lyrics Publish Loop
Add your formatted lyrics onto DistroKid per track to unlock lyric display across streaming services.
Stage
Distribute
Kind
Ready to run
Tools
DistroKid
Plan & Organize Loop
Hold each song's research and brainstorm, compare versions, classify by genre, and plan the next release.
Stage
Plan & Organize
Kind
Ready to run
Tools
Assist With Music

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.

Open the planner Explore the encyclopedia