Hone2 - Music Recommendation MVP

📝 Import Your Music

🎧 Import from Apple Music

Connect your Apple Music to import playlists directly. Select a playlist and Hone will analyze it automatically.

📁 Drop playlist file here

or click to browse (.csv, .txt)

OR TYPE MANUALLY

⚙️ Settings

Number of New Songs

20 songs

🎨 Genre controls appear below once you add tracks — Hone auto-detects genres from your input.

Discovery Mode

🎯 Standard Balanced recommendations from familiar artists and genres. Full quality model active. 🔭 Slight Exploration Pulls from less popular albums by known artists. Reduced quality boost. Broader adjacent artist search. 🧭 Deep Exploration Quality model off. All genres weighted equally. Same-artist recs reduced 20%. Niche artists prioritized.

Spotify Connection

🎧

Spotify Web API

Artist genres · Related artists · Catalog search

Not connected

Client ID

Cloudflare Worker URL (token proxy — set up in Step 3)

Last.fm Reference Data

📊

Last.fm API

Similar artists · Listener counts · Niche signal

Reference only

Feeds adjacent / similar-artist discovery. Reliance scales with Discovery Mode (light → Standard, heavy → Deep). Soft signal, never a hard gate.

Recommendation Mode

🎵 General Library Taste 45% · Intent 20% · Quality 20% · Global 15% 🎧 Playlist Specific Taste 60% · Intent 25% · Quality 8% · Global 7%

🎵 Recommendations 0 added

🎼

Your recommendations will appear here

Add some songs and hit Generate!

✅ Added to Playlist

🎚️ Genre Mix

Hone detected these genres in your input. Uncheck any you don't want in your recommendations.

🚫 Excluded

Excluded Artists: