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Skill contracts vs. ceremony: a narrow retest

Kimi K3.1 Pro failed six of ten clear tasks with no skill file. Give it a skill and it failed one. That is the number we expected. The number we did not expect: a thin shell scored the same nine out of ten as the full scaffold. We ran 180 executions and 180 judgments across three models and three a…

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  1. 2026-10-31 03:09 · DEV Community — AI
    Skill contracts vs. ceremony: a narrow retest

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