Skills Artificial Intelligence Generate Music From Creative Brief

Generate Music From Creative Brief

v20260902
music-generate
Transforms a detailed creative brief into a complete, playable song track. Users provide specifications including genre, mood, BPM, lyrics structure, and theme. The skill utilizes advanced AI tools to compose the music, structure the verses and choruses, and generate the final audio file, suitable for content creators and music prototyping.
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Overview

Music Generate

Turns a creative brief into a real, playable track through the user's own Cognitum Music account.

When to use

The user asks to create/generate/produce a song, remix, or track. If mcp__cogmusic__create_production isn't loaded, run music-connect first.

Steps

  1. Compose the two required inputs from the brief (delegate the actual writing to the music-composer agent for anything beyond a trivial brief — lyrics quality matters more than most callers expect):

    • lyrics — structured with [intro]/[verse]/[chorus]/[bridge]/[outro] tags, one section per line group. Match the language the user asked for; don't default to English if they named another language.
    • prompt — genre, BPM, instrumentation, and mood in one dense sentence. Be specific (e.g. "Afrobeat, 116 BPM, talking drum, shekere, horn section" beats "upbeat African music").
  2. Pick audio_duration (seconds, default 30 if unspecified). 90–150s covers a real verse/chorus/bridge structure; don't go far past 150s without the user asking — generation time and cost both scale with duration, and the model's documented ceiling is 300s.

  3. Call the tool — it blocks for real minutes, not seconds:

    mcp__cogmusic__create_production({
      title: "...",
      lyrics: "...",
      prompt: "...",
      audio_duration: 120,
    })
    

    Do not poll or retry mid-call — the underlying bridge (cogmusic@0.1.1+) already carries a long internal timeout. If it returns {"content":[{"text":"generation failed", ...}],"isError":true}, this is very likely a transient GPU-inference-service issue (see ADR-0001's Known reliability notes), not a bad prompt — retry once before concluding something is actually wrong with the request itself.

  4. On success, the result includes id, title, audio_duration, created_at_unix, and an audio_url. Fetch the audio itself (or hand the URL to the user) with:

    curl -H "authorization: Bearer $COGMUSIC_TOKEN" "$AUDIO_URL" -o track.wav
    

    Audio is never returned inline over MCP by design (see ADR-0001) — always a separate authenticated GET.

  5. Cache the result for later recall (namespace music-productions, see the plugin README's Namespace coordination section):

    mcp__plugin_ruflo-core_ruflo__memory_store({
      key: "production-<id>",
      value: JSON.stringify({ id, title, audio_url, prompt, lyrics, audio_duration, created_at_unix }),
      namespace: "music-productions",
    })
    

    Also store the brief that produced it (namespace music-briefs) so a later "make another one like that" can retrieve the exact prompt/lyrics shape that worked:

    mcp__plugin_ruflo-core_ruflo__memory_store({
      key: "brief-<id>",
      value: JSON.stringify({ id, brief: "<the user's original request>", prompt, lyrics }),
      namespace: "music-briefs",
    })
    
  6. Report back: title, duration, the audio_url, and a one-line summary of the style. Don't claim the audio "sounds like X" — you cannot hear it; describe what was requested, not the result.

Known reliability notes

The GPU inference service behind Cognitum Music has a real, documented history of intermittent generation failures (cold-start weight-loading races — see the upstream repo's ADR-0022/0023). A single retry resolves most transient failures. If two consecutive attempts with the same prompt/lyrics both fail, say so plainly rather than silently retrying a third time — that's a signal something's actually wrong on the service side, not bad luck.

Info
Name music-generate
Version v20260902
Size 3.89KB
Updated At 2026-09-06
Language