chore(seaborn): update quality score 77 and review feedback for column-stratigraphic

Author: github-actions[bot]

plots/column-stratigraphic/implementations/seaborn.py

@@ -1,7 +1,7 @@
-"""pyplots.ai
+""" pyplots.ai
 column-stratigraphic: Stratigraphic Column with Lithology Patterns
-Library: seaborn | Python 3.13
-Quality: pending | Created: 2026-03-15
+Library: seaborn 0.13.2 | Python 3.14.3
+Quality: 77/100 | Created: 2026-03-15
 """
 
 import matplotlib.patches as mpatches

plots/column-stratigraphic/metadata/seaborn.yaml

@@ -1,10 +1,7 @@
-# Per-library metadata for seaborn implementation of column-stratigraphic
-# Auto-generated by impl-generate.yml
-
 library: seaborn
 specification_id: column-stratigraphic
 created: '2026-03-15T22:54:50Z'
-updated: '2026-03-15T22:54:50Z'
+updated: '2026-03-15T22:58:15Z'
 generated_by: claude-opus-4-5-20251101
 workflow_run: 23121198560
 issue: 4573
@@ -13,7 +10,213 @@ library_version: 0.13.2
 preview_url: https://storage.googleapis.com/pyplots-images/plots/column-stratigraphic/seaborn/plot.png
 preview_thumb: https://storage.googleapis.com/pyplots-images/plots/column-stratigraphic/seaborn/plot_thumb.png
 preview_html: null
-quality_score: null
+quality_score: 77
 review:
-  strengths: []
-  weaknesses: []
+  strengths:
+  - Geologically authentic data using real Western Interior Seaway formations
+  - Well-chosen hatching patterns approximating standard geological symbols
+  - Clean age bracket annotations on the left side
+  - Proper geological convention with depth increasing downward
+  - Excellent spec compliance with all required features present
+  weaknesses:
+  - 'Critical: No seaborn usage at all - pure matplotlib code labeled as seaborn implementation'
+  - Title font size 22pt below 24pt recommendation; formation/age labels below 16pt
+    guideline
+  - Poor canvas utilization - narrow column leaves too much empty space
+  - Limited data storytelling - no emphasis on major geological boundaries
+  image_description: 'The plot shows a vertical stratigraphic column spanning 0-180m
+    depth. Ten geological layers are displayed as stacked rectangular blocks, each
+    filled with a distinct color and hatching pattern: sandstone (wheat with dots),
+    shale (dark gray with horizontal dashes), limestone (sky blue with plus crosses),
+    siltstone (tan with diagonal lines), conglomerate (brown with dense dots), and
+    dolomite (light steel blue with x-crosses). Formation names (Dakota Fm, Graneros
+    Sh, Greenhorn Ls, Carlile Sh, Niobrara Fm, Fort Hays Ls, Morrison Fm, Entrada
+    Ss, Chinle Fm, Kaibab Fm) are labeled to the right of each layer. Geological age
+    labels (Late Cretaceous, Late Jurassic, Middle Jurassic, Late Triassic, Early
+    Permian) appear in italic on the left with vertical bracket lines. The y-axis
+    shows "Depth (m)" increasing downward from 0 to 180. A lithology legend is positioned
+    at the upper right. Title reads "column-stratigraphic · seaborn · pyplots.ai".
+    Top, right, and bottom spines are removed.'
+  criteria_checklist:
+    visual_quality:
+      score: 25
+      max: 30
+      items:
+      - id: VQ-01
+        name: Text Legibility
+        score: 6
+        max: 8
+        passed: true
+        comment: Title 22pt (below 24pt), formation labels 14pt and age labels 12pt
+          readable but below 16pt guideline
+      - id: VQ-02
+        name: No Overlap
+        score: 6
+        max: 6
+        passed: true
+        comment: All text clearly positioned with no collisions
+      - id: VQ-03
+        name: Element Visibility
+        score: 6
+        max: 6
+        passed: true
+        comment: Layers clearly visible with distinct hatching and colors
+      - id: VQ-04
+        name: Color Accessibility
+        score: 3
+        max: 4
+        passed: true
+        comment: Hatching patterns ensure distinguishability but sandstone/siltstone/conglomerate
+          have similar warm tones
+      - id: VQ-05
+        name: Layout & Canvas
+        score: 2
+        max: 4
+        passed: false
+        comment: Narrow column relative to canvas width; significant empty space to
+          the right
+      - id: VQ-06
+        name: Axis Labels & Title
+        score: 2
+        max: 2
+        passed: true
+        comment: Y-axis has Depth (m) with units; x-axis correctly hidden
+    design_excellence:
+      score: 12
+      max: 20
+      items:
+      - id: DE-01
+        name: Aesthetic Sophistication
+        score: 5
+        max: 8
+        passed: true
+        comment: Muted earth-tone palette appropriate for geology; above defaults
+          but not publication-level
+      - id: DE-02
+        name: Visual Refinement
+        score: 4
+        max: 6
+        passed: true
+        comment: Spines removed; age bracket lines are a nice touch; no unnecessary
+          grid
+      - id: DE-03
+        name: Data Storytelling
+        score: 3
+        max: 6
+        passed: false
+        comment: Geological sequence with age labels tells a story but no emphasis
+          on key boundaries
+    spec_compliance:
+      score: 15
+      max: 15
+      items:
+      - id: SC-01
+        name: Plot Type
+        score: 5
+        max: 5
+        passed: true
+        comment: Correct vertical column with stacked blocks and lithology patterns
+      - id: SC-02
+        name: Required Features
+        score: 4
+        max: 4
+        passed: true
+        comment: 'All required features present: 6 lithology patterns, depth downward,
+          labels, scale'
+      - id: SC-03
+        name: Data Mapping
+        score: 3
+        max: 3
+        passed: true
+        comment: Depth axis correct, layers mapped with proper positions
+      - id: SC-04
+        name: Title & Legend
+        score: 3
+        max: 3
+        passed: true
+        comment: Title format correct; legend shows all lithology types
+    data_quality:
+      score: 14
+      max: 15
+      items:
+      - id: DQ-01
+        name: Feature Coverage
+        score: 5
+        max: 6
+        passed: true
+        comment: 6 lithology types with varying thicknesses across 5 geological periods
+      - id: DQ-02
+        name: Realistic Context
+        score: 5
+        max: 5
+        passed: true
+        comment: Real Western Interior Seaway formation names - geologically authentic
+      - id: DQ-03
+        name: Appropriate Scale
+        score: 4
+        max: 4
+        passed: true
+        comment: 0-180m depth range and layer thicknesses are realistic
+    code_quality:
+      score: 9
+      max: 10
+      items:
+      - id: CQ-01
+        name: KISS Structure
+        score: 3
+        max: 3
+        passed: true
+        comment: 'Clean linear structure: data, plot, style, save'
+      - id: CQ-02
+        name: Reproducibility
+        score: 2
+        max: 2
+        passed: true
+        comment: Fully deterministic data
+      - id: CQ-03
+        name: Clean Imports
+        score: 1
+        max: 2
+        passed: false
+        comment: Seaborn not imported despite being a seaborn implementation
+      - id: CQ-04
+        name: Code Elegance
+        score: 2
+        max: 2
+        passed: true
+        comment: Clean well-organized code
+      - id: CQ-05
+        name: Output & API
+        score: 1
+        max: 1
+        passed: true
+        comment: Saves as plot.png with dpi=300
+    library_mastery:
+      score: 2
+      max: 10
+      items:
+      - id: LM-01
+        name: Idiomatic Usage
+        score: 1
+        max: 5
+        passed: false
+        comment: No seaborn usage at all - pure matplotlib implementation
+      - id: LM-02
+        name: Distinctive Features
+        score: 1
+        max: 5
+        passed: false
+        comment: Zero seaborn features used
+  verdict: REJECTED
+impl_tags:
+  dependencies: []
+  techniques:
+  - patches
+  - annotations
+  - custom-legend
+  - manual-ticks
+  patterns:
+  - iteration-over-groups
+  dataprep: []
+  styling:
+  - edge-highlighting