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Nolen Jonker pointed Claude Code at a year of LM Studio chat JSON files. The analysis revealed that half of 141 chats were single-shot, no prompts were ever edited, and a default 4096 context length caused model failures. Claude Code built a skill folder with prompt patterns and templates.
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