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Instead of skipping unsigned tool calls entirely (which lobotomizes context), convert them to text with an explicit note telling the model this is historical context from a different model and not a format to mimic. This preserves tool call/result context when switching from providers without thought signatures (e.g. Claude via Antigravity) to Gemini 3.