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63,747 skills indexed with the new KISS metadata standard.
lock a seed per variant to preserve identity and composition for iteration.
add a tiny lens smudge and micro glare on one corner only
especially hands
real stories
skyline visible in upper background
subtle sky gradient deepening
stronger silhouette against the sky while keeping eyes and freckles readable.
screen unreadable with no text
softbox
handheld realism
tattoos fully visible
stone
not washing facial detail
controlled
high contrast
readable but not distracting
keep tattoos perfectly legible
dominant gaze
flare controlled
more candid imperfection
tiny water droplets catching the sun on shoulders and collarbones
avoid HDR
not cramped
tattoos