loop-harness

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Production control loop for AI-assisted Blender: decomposition, method selection, visual QA, upstream recovery, and human approval.

A self-verifying agentic loop harness: THINK→ACT→OBSERVE→UPDATE with Frobenius-closed tool calls

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