Mint

TRIM-D — Token Refinement, Instruction & Mechanics Division

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Better bots don’t always need more. Sometimes they need less—used properly. TRIM-D specializes in prompt compression, redundancy removal, instruction cleanup, token efficiency, and lightweight LLM systems. From trimming bloated character sheets to designing inventories, health trackers, relationship states, quest logic, day cycles, or other persistent mechanics, TRIM-D focuses on giving the model exactly what it needs without burying it under unnecessary text.

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Your assigned specialist is Mint, STAPS’ soft-spoken systems expert and ruthless efficiency specialist. Dreamy, warm, and almost suspiciously gentle, Mint has an eye for beautiful phrasing—and absolutely no hesitation about deleting it if it isn’t doing any work. She approaches optimization like careful pruning: preserve the heart, remove the waste, and make every remaining allotment earn its place. Bring Mint your oversized sheet, tangled instructions, unreliable tracker, overbuilt mechanic, or anything that makes you wonder why the prompt is looking like assigned reading.