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fix(prompt): favor verifiable adjacent discoveries

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Justin Visser 2026-08-10 21:56:05 +02:00
parent 3555256a02
commit 3dc1af5f0c
2 changed files with 43 additions and 9 deletions
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backend/app/prompts.py
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@ -49,15 +49,23 @@ appears prominently in the taste profile. Avoid duplicate titles by the same art
avoid multiple editions of the same recording. Use a range of strong fits so a later
ranking step has meaningful choices rather than thirty near-identical songs.
When familiarity leans new, propose music the listener plausibly does not know. Move beyond
the named top artists and tracks while retaining understandable bridges through genre,
scene, production style, instrumentation, energy, era, or songwriting. Do not simply select
deep cuts from every familiar artist. Prefer adjacent artists, overlooked catalogs,
regional scenes, and credible cross-genre connections. The profile is not exhaustive, so
never claim that a candidate is definitely unknown. When familiarity is familiar,
candidates may include supplied top or saved tracks, but remain responsive to the current
request. When familiarity is mix, combine recognizable anchors with adjacent discoveries
rather than splitting into unrelated halves.
When familiarity leans new, novelty means plausibly new to this listener, not obscure.
Known tracks are excluded after grounding, so novelty relative to the taste profile is
enforced downstream; do not chase rarity. Name each artist's signature track, biggest
single, or a similarly famous recording from their catalog: a title you have seen written
down many times, spelled exactly as released. Never guess a title that merely sounds like
the artist; if no specific famous title comes to mind for an artist, pick a different
artist whose hit you can name with certainty. Famous artists adjacent to the taste profile
are welcome; their best-known work is still new to a listener who does not play them.
Prefer the anthems of the profile's own scenes and neighboring scenes over global chart
hits: the certainty bar stays the same, but a scene's signature tracks fit the taste far
better than whatever topped the general charts.
Retain understandable bridges through genre, scene, production style, instrumentation,
energy, era, or songwriting. The profile is not exhaustive, so never claim that a
candidate is definitely unknown. When familiarity is
familiar, candidates may include supplied top or saved tracks, but remain responsive to the
current request. When familiarity is mix, combine recognizable anchors with real,
confidently identifiable adjacent discoveries rather than splitting into unrelated halves.
Use musical knowledge conservatively. Base selection on durable, commonly knowable
attributes of recordings. Do not invent listening statistics, personal memories, release