11library : letsplot
22specification_id : column-stratigraphic
33created : ' 2026-03-15T23:02:48Z'
4- updated : ' 2026-03-15T23:16:07Z '
4+ updated : ' 2026-03-15T23:26:32Z '
55generated_by : claude-opus-4-5-20251101
66workflow_run : 23121198898
77issue : 4573
@@ -10,108 +10,103 @@ library_version: 4.9.0
1010preview_url : https://storage.googleapis.com/pyplots-images/plots/column-stratigraphic/letsplot/plot.png
1111preview_thumb : https://storage.googleapis.com/pyplots-images/plots/column-stratigraphic/letsplot/plot_thumb.png
1212preview_html : https://storage.googleapis.com/pyplots-images/plots/column-stratigraphic/letsplot/plot.html
13- quality_score : 82
13+ quality_score : 87
1414review :
1515 strengths :
1616 - Excellent spec compliance with all required features including 5 distinct lithology
17- patterns, formation labels, age labels, depth scale, and unconformity wavy line
18- - Domain-appropriate data with realistic geological formation names, ages, and sedimentary
19- sequence
20- - Good use of pattern overlays to approximate standard geological symbols
21- - Clean procedural code structure with deterministic data
22- - Interactive tooltips showing lithology, depth, thickness, formation, and age details
17+ patterns, formation names, age labels with brackets, and wavy unconformity line
18+ - Realistic geologically plausible data with proper formation names and age progression
19+ - Good use of lets-plot distinctive features (layer_tooltips, flavor_high_contrast_light)
20+ - Clean deterministic code with appropriate complexity for pattern generation
21+ - Strong visual hierarchy with red unconformity as focal point
2322 weaknesses :
24- - Unused boundaries_df variable (dead code at lines 169-172)
25- - Pattern overlays are somewhat subtle due to low alpha values reducing geological
26- readability
27- - Formation label font size (12) and age label font size (13) are noticeably smaller
28- than axis text (16)
29- - Limited use of lets-plot-specific distinctive features
30- image_description : ' The plot shows a vertical stratigraphic column spanning 0-260
31- meters depth with 10 geological layers. The y-axis is labeled "Depth (m)" increasing
32- downward. Each layer is a colored rectangle: Sandstone in yellow (#F5D76E), Shale
33- in gray (#7A7A7A), Limestone in blue (#6BAED6), Siltstone in tan/brown (#C4956A),
34- and Conglomerate in pink/red (#D4726A). Each lithology has distinctive pattern
35- overlays - stipple dots for sandstone, horizontal dashes for shale, brick pattern
36- (horizontal + offset vertical lines) for limestone, tilted dashes for siltstone,
37- and open circles for conglomerate. Formation names (e.g., "Basal Sand Fm", "Dark
38- Shale Mbr") are labeled on the right side. Geological age labels (Triassic, Jurassic,
39- Cretaceous, Paleogene) appear in italics on the left with bracket indicators.
40- Dashed horizontal lines mark age boundaries at 35m and 195m, and a red wavy line
41- at ~110m marks an unconformity at the Jurassic/Cretaceous boundary. A legend at
42- bottom shows all 5 lithology types. Title reads "column-stratigraphic · letsplot
43- · pyplots.ai". White background with subtle horizontal grid lines.'
23+ - Some lithology patterns (siltstone dashes, sandstone stipple) could be denser
24+ for better visual distinction
25+ - Layout has some wasted horizontal space due to wide x-axis range
26+ - Design excellence could be higher with more refined boundary styling
27+ image_description : ' The plot displays a vertical stratigraphic column spanning 0-260m
28+ depth (increasing downward). Ten geological layers are shown as colored rectangular
29+ blocks: yellow (Sandstone), gray (Shale), blue (Limestone), tan/brown (Siltstone),
30+ and pink/red (Conglomerate). Each lithology type has a distinctive overlay pattern
31+ - stipple dots for sandstone, horizontal dashes for shale, brick pattern (horizontal
32+ + offset vertical lines) for limestone, tilted short dashes for siltstone, and
33+ open circles for conglomerate. Formation names (e.g., "Basal Sand Fm", "Reef Limestone
34+ Fm") appear to the right of each layer. Age labels ("Triassic", "Jurassic", "Cretaceous",
35+ "Paleogene") in italics with bracket indicators appear on the left side. A red
36+ wavy unconformity line at approximately 110m depth is labeled "Unconformity" in
37+ bold red text. Dashed horizontal lines mark non-unconformity age boundaries at
38+ 35m and 195m. The legend at the bottom shows all 5 lithology types with their
39+ color swatches. The title reads "column-stratigraphic · letsplot · pyplots.ai"
40+ in bold at the top. The Y-axis is labeled "Depth (m)" with tick marks every 20m.'
4441 criteria_checklist :
4542 visual_quality :
46- score : 26
43+ score : 27
4744 max : 30
4845 items :
4946 - id : VQ-01
5047 name : Text Legibility
5148 score : 7
5249 max : 8
5350 passed : true
54- comment : Font sizes explicitly set. Formation labels (size=12) and age labels
55- (size=13) slightly small relative to axis text (16).
51+ comment : Font sizes explicitly set (title=24, axis_title=20, axis_text=16,
52+ legend=14-16, formation=14, age=15). All readable; formation labels slightly
53+ small at 14pt.
5654 - id : VQ-02
5755 name : No Overlap
5856 score : 6
5957 max : 6
6058 passed : true
61- comment : No overlapping text. Labels well-positioned on left and right sides .
59+ comment : No overlapping text elements . Labels well-separated .
6260 - id : VQ-03
6361 name : Element Visibility
6462 score : 5
6563 max : 6
6664 passed : true
67- comment : Layer rectangles clear. Lithology patterns somewhat subtle due to
68- low alpha values (0.4-0.55) .
65+ comment : Lithology patterns visible and distinguishable. Some patterns slightly
66+ sparse .
6967 - id : VQ-04
7068 name : Color Accessibility
71- score : 3
69+ score : 4
7270 max : 4
7371 passed : true
74- comment : Five distinct colors with patterns aiding differentiation. Yellow/brown
75- could challenge some color vision deficiencies.
72+ comment : Five distinct colorblind-safe colors with good contrast.
7673 - id : VQ-05
7774 name : Layout & Canvas
7875 score : 3
7976 max : 4
8077 passed : true
81- comment : Good use of space with labels on both sides. 16:9 landscape slightly
82- wider than ideal for vertical column.
78+ comment : Column fills center well. Some unused space at far left/right margins.
8379 - id : VQ-06
8480 name : Axis Labels & Title
8581 score : 2
8682 max : 2
8783 passed : true
88- comment : Title in correct format. Y-axis 'Depth (m)' with units. X-axis appropriately
89- hidden.
84+ comment : Y-axis labeled Depth (m) with units. X-axis intentionally blank.
9085 design_excellence :
91- score : 12
86+ score : 13
9287 max : 20
9388 items :
9489 - id : DE-01
9590 name : Aesthetic Sophistication
9691 score : 5
9792 max : 8
9893 passed : true
99- comment : Custom domain-appropriate palette. Lithology patterns add visual
100- interest. Above defaults but not publication-quality .
94+ comment : Custom lithology palette, pattern overlays, good typography hierarchy.
95+ Above defaults but not publication-flagship .
10196 - id : DE-02
10297 name : Visual Refinement
10398 score : 4
10499 max : 6
105100 passed : true
106- comment : theme_minimal() with x-axis removed , subtle grid, age brackets add
107- structural refinement .
101+ comment : flavor_high_contrast_light theme , subtle y- grid, x-axis removed,
102+ white background .
108103 - id : DE-03
109104 name : Data Storytelling
110- score : 3
105+ score : 4
111106 max : 6
112107 passed : true
113- comment : Unconformity wavy line creates focal point. Age groupings guide viewer.
114- Above default but could be stronger .
108+ comment : Red unconformity creates focal point. Age brackets guide viewer through
109+ geological time .
115110 spec_compliance :
116111 score : 15
117112 max : 15
@@ -121,66 +116,68 @@ review:
121116 score : 5
122117 max : 5
123118 passed : true
124- comment : Correct vertical stratigraphic column with stacked rectangular blocks.
119+ comment : Correct vertical stratigraphic column with stacked blocks and lithology
120+ patterns.
125121 - id : SC-02
126122 name : Required Features
127123 score : 4
128124 max : 4
129125 passed : true
130- comment : ' All features present: 5 lithology patterns, formation names, age
131- labels, depth scale, unconformity.'
126+ comment : ' All spec features present: 5 lithology patterns, depth downward,
127+ formation names, age labels, depth scale, layer boundaries, wavy unconformity.'
132128 - id : SC-03
133129 name : Data Mapping
134130 score : 3
135131 max : 3
136132 passed : true
137- comment : Depth axis correctly increasing downward per spec .
133+ comment : Y- axis correctly maps depth, layers positioned by top/bottom values .
138134 - id : SC-04
139135 name : Title & Legend
140136 score : 3
141137 max : 3
142138 passed : true
143139 comment : Title format correct. Legend shows all 5 lithology types.
144140 data_quality :
145- score : 14
141+ score : 15
146142 max : 15
147143 items :
148144 - id : DQ-01
149145 name : Feature Coverage
150- score : 5
146+ score : 6
151147 max : 6
152148 passed : true
153- comment : Shows all 5 lithology types across 4 geological periods with unconformity.
154- Thickness variation could be more dramatic .
149+ comment : All 5 lithology types, varying thicknesses, 4 geological periods,
150+ unconformity and age boundaries .
155151 - id : DQ-02
156152 name : Realistic Context
157153 score : 5
158154 max : 5
159155 passed : true
160- comment : Realistic geological formation names, plausible ages, reasonable
161- sedimentary sequence .
156+ comment : Geologically plausible formation names and age progression. Neutral
157+ scientific context .
162158 - id : DQ-03
163159 name : Appropriate Scale
164160 score : 4
165161 max : 4
166162 passed : true
167- comment : 0-260m depth realistic. Layer thicknesses 15-35m geologically plausible.
163+ comment : 0-260m depth range and 15-35m layer thicknesses are geologically
164+ reasonable.
168165 code_quality :
169- score : 9
166+ score : 10
170167 max : 10
171168 items :
172169 - id : CQ-01
173170 name : KISS Structure
174171 score : 3
175172 max : 3
176173 passed : true
177- comment : Procedural KISS structure.
174+ comment : ' Linear flow: imports, data, pattern generation, plot assembly, save. '
178175 - id : CQ-02
179176 name : Reproducibility
180177 score : 2
181178 max : 2
182179 passed : true
183- comment : Fully deterministic data.
180+ comment : Fully deterministic data, no randomness .
184181 - id : CQ-03
185182 name : Clean Imports
186183 score : 2
@@ -189,33 +186,34 @@ review:
189186 comment : All imports used.
190187 - id : CQ-04
191188 name : Code Elegance
192- score : 1
189+ score : 2
193190 max : 2
194- passed : false
195- comment : Unused boundaries_df variable (dead code) .
191+ passed : true
192+ comment : Well-structured pattern generation. No fake functionality .
196193 - id : CQ-05
197194 name : Output & API
198195 score : 1
199196 max : 1
200197 passed : true
201- comment : Saves as plot.png with scale=3.
198+ comment : Saves as plot.png with scale=3. Current API.
202199 library_mastery :
203- score : 6
200+ score : 7
204201 max : 10
205202 items :
206203 - id : LM-01
207204 name : Idiomatic Usage
208205 score : 4
209206 max : 5
210207 passed : true
211- comment : Good ggplot grammar usage with proper aes(), scales, and theme customization.
208+ comment : Good grammar-of-graphics composition with proper aes mappings and
209+ layer composition.
212210 - id : LM-02
213211 name : Distinctive Features
214- score : 2
212+ score : 3
215213 max : 5
216- passed : false
217- comment : Uses layer_tooltips() (lets-plot specific) and HTML export, but mostly
218- generic ggplot patterns .
214+ passed : true
215+ comment : Uses layer_tooltips() and flavor_high_contrast_light(), lets-plot
216+ distinctive features .
219217 verdict : REJECTED
220218impl_tags :
221219 dependencies : []
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