By skyforbes 
Viral Muse is live, and it is not another lyric bot
Most music AI products do the same trick. You type a prompt, you get a verse, maybe a chorus, and it feels like progress. Then you hit the real bottleneck. Decisions.
What is the hook angle. What is the structure. What changes on the second chorus. Where does the lift happen. What is the first three seconds of the video. What makes someone replay it.
Viral Muse is built for that layer.
It is a Music Pattern Agent that compiles hooks, structures, TikTok-native concepts, genre transformations, and viral signal audits from curated datasets and a lightweight knowledge graph. It is not a finetuned model, and it is not built to imitate artists. It is an implementable package for builders.
Hugging Face
https://huggingface.co/frankbrsrk/Viral_Muse-Music_Pattern_Agent
GitHub
https://github.com/frankbrsrkagentarium/viral-muse-music-pattern-agent-agentarium
Who it is for
AI builders who ship, and want clean assets they can wire into n8n, LangChain, Flowise, Dify, or a custom runtime.
Producers and artists who want a repeatable ideation workflow.
Creator teams working TikTok-first, who think in loops, cut points, openers, and retention triggers.
What it does
Hook angles with replay triggers.
Song structure blueprints with escalation and repeat changes.
TikTok concept patterns with openers, filming format, cut points, and loop mechanics.
Genre transformations that keep the core payload intact.
Viral signal audits with specific fixes.
Creative partner advice with variants and a short test plan.
Why it is different
Most tools try to be the songwriter. Viral Muse behaves more like the producer in the room. It focuses on structure, constraints, contrast, escalation, and loop logic. It stays grounded because it is built for retrieval over datasets, with a small knowledge map to connect patterns.
What is inside
System prompt, reasoning template, personality fingerprint.
Guardrails that avoid imitation and ungrounded claims.
RAG datasets plus atoms, edges, and a knowledge map.
Workflow notes for implementation and vector database upsert.
Memory schemas for user profile and project workspace.
How to use it
Ask for decisions, not poems. Ask for hook angles, structure plans, TikTok loops, genre flips, and audits. Run a few iterations on one idea and see if it sharpens the concept and the test plan.
Viral Muse is live.
Hugging Face
https://huggingface.co/frankbrsrk/Viral_Muse-Music_Pattern_Agent
GitHub
https://github.com/frankbrsrkagentarium/viral-muse-music-pattern-agent-agentarium
If you want custom ideas, custom datasets, or a collab, message me.
x: @frank_brsrk
email: [email protected]