A ~126-character symbolic string encodes a full persona — verbosity, warmth, humor, structure, how hard it pushes back — and a LoRA learned to read it directly. No written system prompt. Pick a preset or roll the dice; same model, different genes.
model · the idea (blog)
decoded traits — human-readable, not sent to the model