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Prompt Details

Model
Chat - (gpt-6-astra)
Token size
1,207
Example input
[ARTIST OR ARTIST + SONG]: Nujabes - Counting Stars
Example output
## A. REFERENCE **Interpreted reference:** *Nujabes — “Counting Stars”* **Scope:** Track-specific analysis. I was able to access and listen directly to the uploaded MP3, including the intro, multiple middle sections, later development, and outro. I also checked external documentation. MusicBrainz credits Nujabes as producer and mixer for “Counting Stars” on *Hydeout Productions: 2nd Collection*. [MusicBrainz](https://musicbrainz.org/release/159d6c9e-f7b4-4d6e-b910-c06508f36d34?utm_source=chatgpt.com) A specialist Nujabes sample archive identifies José Feliciano’s recording of “Affirmation” as sampled in the track. I’d treat that as useful secondary documentation rather than the same evidentiary level as official liner notes. [Sebajun Samples](https://sebajunsamples.wordpress.com/?utm_source=chatgpt.com) The uploaded recording is roughly **4:07** long. A tempo analysis of the audio lands around the **mid-90 BPM range**, which matches the heard relaxed hip-hop pocket. --- # B. BUILD DNA ### Foundation **Priority:** Identity-setting **Production direction:** Sample-driven instrumental hip-hop built around a relaxed midtempo breakbeat and a melodic acoustic/nylon-string guitar loop. The hip-hop rhythm is the structural anchor, while the melodic material gives the track its warm, reflective character. **Evidence label:** **Audible observation** The crucial distinction is that this is not simply “jazzy lo-fi.” It behaves like a **sample-based hip-hop instrumental with an unusually melodic, organic source at its center**. --- ### Groove **Priority:** Identity-setting **Production direction:** Loose but controlled head-nod pocket. Moderate swing and humanized microtiming rather than rigid quantization. The groove should feel unhurried and gently forward-moving, with the melodic loop flowing continuously over a grounded backbeat. **Evidence label:** **Audible observation** The beat does not lurch heavily or exaggerate MPC-style drunkenness. Its looseness is subtle. The guitar is fluid while the drums provide calm gravitational pull. --- ### Drums **Priority:** Identity-setting **Production direction:** Restrained boom-bap/breakbeat drum kit with a rounded kick, crisp but slightly softened snare, and understated hi-hat/percussion detail. Keep the transients present without making them aggressively modern. Use slight timing looseness and small variations rather than elaborate fills. **Evidence label:** **Audible observation** The snare establishes the pocket strongly, but the kit never overwhelms the sample. There is considerably less drum spectacle than a modern instrumental hip-hop production might introduce. --- ### Bass **Priority:** Supporting **Production direction:** Warm, compact low-end line that follows the harmonic movement and reinforces the kick without becoming a separate melodic attraction. Favor smooth sustained or gently articulated notes in a modest register, with restrained sub extension. **Evidence label:** **Audible observation / Interpretation** The bass is audible as glue and foundation rather than a foreground hook. Its job is to give the sample weight. --- ### Harmony **Priority:** Identity-setting **Production direction:** Warm, harmonically rich looping progression with a reflective major/minor ambiguity and jazz-adjacent color. Let chord extensions and guitar voicings provide sophistication rather than layering additional keyboards or dense harmony. **Evidence label:** **Audible observation** The emotional character comes substantially from the harmonic movement of the central sampled phrase. The production does not need a pile of “jazzy” instruments to communicate that sophistication. --- ### Instrumentation **Priority:** Identity-setting **Production direction:** **Primary:** Repeating nylon-string/acoustic guitar phrase carrying harmony and melodic identity. **Supporting:** Hip-hop drums and warm bass establishing the pocket. **Accent:** Sparse sampled vocal fragments and occasional subtle sample-layer variations or transitional details. **Evidence label:** **Audible observation** A specialist sample reference associates the source material with José Feliciano’s “Affirmation.” [Sebajun Samples](https://sebajunsamples.wordpress.com/?utm_source=chatgpt.com) The important production lesson is the **role**, not the source: one expressive organic melodic sample does most of the musical storytelling. --- ### Texture **Priority:** Identity-setting **Production direction:** Warm, gently aged sample texture with softened highs, subtle grain, mild saturation, and natural acoustic detail. Keep some source-recording character intact. Avoid aggressively degraded cassette effects or obvious “lo-fi plug-in” artifacts. **Evidence label:** **Audible observation / Interpretation** This recording is warm and lived-in, but it is not buried under vinyl crackle. The age comes primarily from the sample and tonal balance rather than theatrical degradation. --- ### Arrangement **Priority:** Identity-setting **Production direction:** Build the track through **loop subtraction, re-entry, and small changes in layering** rather than conventional verse/chorus escalation. Begin relatively exposed, establish the main melodic loop, then introduce drums and fuller low end. Periodically remove or thin elements to refresh the ear. Bring vocal fragments and sample variations in sparingly. End by allowing the musical material to dissolve rather than forcing a dramatic climax. **Evidence label:** **Audible observation** This is especially important. The arrangement evolves horizontally, not vertically. It creates movement by changing **what is present**, not by constantly adding new instruments. --- ### Vocals **Priority:** Supporting **Production direction:** Primarily instrumental. Use occasional short, distant male vocal fragments as sampled texture or emotional punctuation rather than a lead performance. Keep them sparse, partially obscured, and integrated into the musical bed. **Evidence label:** **Audible observation** The voice works because it appears briefly enough to feel discovered inside the sample collage. Turning it into a hook would fundamentally change the track’s hierarchy. --- ### Mix Character **Priority:** Supporting **Production direction:** Warm, intimate, mid-forward mix with the melodic sample clearly in front, drums sitting firmly underneath rather than towering over it, and bass filling the lower center without excessive sub energy. Moderate depth, restrained stereo spectacle, slightly softened top end, and cohesive sample-to-drum blending. **Evidence label:** **Audible observation / Interpretation** The mix favors **musical cohesion over separation**. Nothing sounds surgically isolated. --- ### Exclude **Priority:** Identity-setting **Production direction:** Trap hi-hat rolls, booming modern 808 subs, glossy pop drums, excessive vinyl crackle, sleepy ambient pads, neo-soul vocal leads, dramatic orchestral strings, fusion solos, busy jazz improvisation, EDM builds, oversized cinematic transitions, heavy sidechain pumping. **Evidence label:** **Interpretation** These are the most likely routes by which a generative model could hear “jazzy instrumental hip-hop” and wander into a different neighborhood entirely. --- # C. SONIC HIERARCHY **Core identity:** A relaxed midtempo hip-hop pocket underneath a continuously flowing, harmonically expressive acoustic-guitar loop. **Defining traits:** 1. The **organic guitar phrase carries both melody and harmony**. 2. Restrained boom-bap drums create a steady head-nod without fighting the sample. 3. Arrangement movement comes from **subtraction, re-entry, and sparse sample fragments**, not large sectional changes. **Supporting details:** Warm bass reinforcement, softened transients, slight sample grain, limited high-frequency gloss, subtle swing, occasional distant vocal fragments. **Optional details:** Vocal fragments, additional sample accents, minor transitional percussion, extra texture layers. None are required if the guitar, groove, and tonal character are right. **Conflicts / likely drift:** Heavy Dilla-style swing could make the groove too lopsided. Large Rhodes voicings or saxophone solos could turn it into overt jazz-hop. Heavy vinyl processing pushes it toward stereotypical lo-fi beats. 808s and trap percussion destroy the low-key breakbeat architecture. Too many vocal chops would steal focus from the guitar. --- # D. SUNO-READY OUTPUT **STYLE OF MUSIC** Sample-driven instrumental hip-hop with a relaxed midtempo head-nod pocket and subtle human swing. Rounded kick, crisp softened snare, restrained hats and light breakbeat percussion sit beneath a warm, flowing nylon-string acoustic guitar phrase carrying both melody and harmonically rich chord movement. Add compact supportive bass that follows the progression without dominating. Keep the sound gently aged and saturated with softened highs, natural sample grain and minimal processing. Develop through loop subtraction, brief dropouts, re-entry and small layering changes rather than large verse-chorus shifts. Sparse distant male vocal fragments may appear as texture, never as a lead. Intimate, cohesive, warm mix with the guitar forward and the drums tucked naturally underneath. **EXCLUDE** trap hi-hat rolls, modern 808 sub bass, glossy pop drums, heavy vinyl crackle, ambient pad washes, lead singing, repetitive vocal chops, saxophone solos, busy jazz improvisation, EDM builds, cinematic orchestration, dramatic risers, aggressive sidechain pumping --- # E. RATIONALE The prompt is deliberately built around **three things: pocket, guitar, and restraint**. The guitar loop is doing an enormous amount of work in the reference, providing melody, harmonic color, warmth, and forward motion simultaneously. The drums therefore need to behave as a frame around it rather than competing for attention. I kept generic “jazz,” “lo-fi,” and mood-heavy language out of the core prompt because those labels can send Suno toward Rhodes-heavy chillhop, exaggerated vinyl degradation, sax-led jazz beats, or sleepy ambient production. The more useful translation of the reference is structural: **organic melodic loop + understated breakbeat + warm bass + economical subtractive arrangement**. That should get substantially closer to the *production logic* behind the reference without asking Suno to reproduce its recognizable melody, sample, or recording.
GPT

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GPT-6-ASTRA
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Enter an artist—or an artist and song title. That’s it. This analyzer researches the reference, maps its sound into your complete Build DNA, and creates separate, copy-ready Suno Style of Music and Exclude fields. It also recommends creator-tested Advanced Settings. No audio upload, music theory, or prompt-writing experience needed.
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