Add reproducible guard closeup generator
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@ -48,6 +48,8 @@ Current failure modes:
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- the right side of the sword tip develops a wobbling outline instead of a smooth taper
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- thin oblique outline features around the tip get collapsed into mushy transitions
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- local cell assignments near the tip look inconsistent even when the overall badge size feels right
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- the right-hand guard wing loses short dark-light-dark adjacency motifs and collapses into a chunky gold slab
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- some guard closeups look nearly identical across `snap`, `relaxed`, and `final`, which suggests the wrong local motif is often chosen before later refinement even starts
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Important note:
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- the checkerboard is baked into the source image, not transparency
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@ -64,6 +66,8 @@ Repository fixtures:
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- `tests/fixtures/real/ai-badge-cleaned.png` is the manually cleaned transparent version of the same emblem
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- `tests/fixtures/real/ai-badge-cleaned.json` records why it matters
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- use the cleaned fixture when isolating lattice and contour failures from background-removal failures
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- `scripts/render_focus_crop.py` generates reproducible docs/debug closeups from output-grid cell coordinates
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- the current docs-facing guard crop uses `--cell-bbox 73 20 107 44`
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### 1. Build a real benchmark corpus
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