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@kontextmind/kxm

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KXM local-first multi-agent orchestration and operator dashboard

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{ "planA": { "correctness": 2, "completeness": 4, "risk": 2, "sequencing": 2, "conciseness": 3 }, "planB": { "correctness": 3, "completeness": 3, "risk": 5, "sequencing": 5, "conciseness": 5 }, "winner": "B", "rationale": "Both miss the shipped default, but B fails closed, checks tools before admission, and names qwen3.7-plus as the fallback. A is more exhaustive but sequences the critical tool check too late and makes a risky alias assumption." }