yolo loop tick 2: kind/category misclassification audit (198 mural_panel-in-tile-cats)

c725798252aa297f54a06dcd1e4bef1d451c05bf · 2026-06-02 11:26:57 -0700 · Steve Abrams

51 HIGH-confidence flippable (damask/face-skull/stripe/throttled) + 147 needs-visual-review.
Customer-facing (sold-by/pricing) so staged SQL only, not applied. NULL-kind=0.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

Files touched

M yolo-queue/AUDIT-2026-06-02.md

Diff

commit c725798252aa297f54a06dcd1e4bef1d451c05bf
Author: Steve Abrams <steve@designerwallcoverings.com>
Date:   Tue Jun 2 11:26:57 2026 -0700

    yolo loop tick 2: kind/category misclassification audit (198 mural_panel-in-tile-cats)
    
    51 HIGH-confidence flippable (damask/face-skull/stripe/throttled) + 147 needs-visual-review.
    Customer-facing (sold-by/pricing) so staged SQL only, not applied. NULL-kind=0.
    
    Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
---
 yolo-queue/AUDIT-2026-06-02.md | 28 ++++++++++++++++++++++++++++
 1 file changed, 28 insertions(+)

diff --git a/yolo-queue/AUDIT-2026-06-02.md b/yolo-queue/AUDIT-2026-06-02.md
index 89217c0..5cc6e13 100644
--- a/yolo-queue/AUDIT-2026-06-02.md
+++ b/yolo-queue/AUDIT-2026-06-02.md
@@ -43,3 +43,31 @@ UPDATE all_designs SET is_published=false,
 ## Damask (done earlier this session)
 759 published damasks, 100% settlement-OK, live + verified. 3 BLOCK + 1 NEEDS_REVIEW
 correctly held. Deployed.
+
+---
+## Tick 2 (added 2026-06-02) — kind/category misclassification audit
+
+### K/M · 198 published rows in TILE categories are marked `kind='mural_panel'`
+A `mural_panel` row in a repeating-pattern category renders as a single
+non-repeating panel on the grid + PDP (looks broken; also sold per-panel not
+per-roll). Generators are general image-gen (gemini-flash / replicate), not mural
+generators → strong misclassification signal. **Customer-facing (changes sold-by +
+pricing) → NOT auto-flipped; staged for review.**
+
+**🔴 HIGH confidence — pure tile categories, safe to flip (51 rows):**
+damask, face-skull-damask, stripe, throttled-plaster-roses (these are tileable by
+definition; the mural_panel rows are outliers — e.g. stripe is 17 mural_panel of 171).
+```sql
+-- review a few visually first, then:
+UPDATE all_designs SET kind='seamless_tile'
+ WHERE is_published=true AND kind='mural_panel'
+   AND split_part(category,' · ',1) IN ('damask','face-skull-damask','stripe','throttled-plaster-roses');
+-- then: refresh_designs_snapshot.py && deploy-kamatera.sh
+```
+
+**🟡 NEEDS VISUAL REVIEW — could be legit scenic panels (147 rows):**
+chinoiserie (scenic-capable), designer-zoo-calm, drunk-zoo-36, muybridge-plate,
+designer-bugs, archive, inspired. Eyeball /admin/design-curator per category before
+deciding kind — don't bulk-flip blind.
+
+L · NULL/blank kind on published rows: **0** ✓

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