mirivlad 1291281d7e Stabilize live chat tool loop

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bench

Add DuckLM service scripts and utility model benchmark

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superpowers/plans

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architecture.md

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experience_learning.md

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how_to_run.md

Stabilize live chat tool loop

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how_to_test.md

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local_llama_server.md

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memory_architecture.md

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model_roles.md

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performance_mtp.md

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skills.md

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tool_gateway.md

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web_api.md

Stabilize live chat tool loop

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