chore(plotnine): update quality score 85 and review feedback for rose-basic

Author: github-actions[bot]

plots/rose-basic/implementations/python/plotnine.py

@@ -1,7 +1,7 @@
 """ anyplot.ai
 rose-basic: Basic Rose Chart
 Library: plotnine 0.15.3 | Python 3.13.13
-Quality: 80/100 | Updated: 2026-04-30
+Quality: 85/100 | Updated: 2026-04-30
 """
 
 import math

plots/rose-basic/metadata/python/plotnine.yaml

@@ -2,7 +2,7 @@ library: plotnine
 language: python
 specification_id: rose-basic
 created: '2025-12-23T19:59:11Z'
-updated: '2026-04-30T07:19:16Z'
+updated: '2026-04-30T07:32:55Z'
 generated_by: claude-sonnet
 workflow_run: 25151963204
 issue: 1003
@@ -12,114 +12,109 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/rose-basi
 preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/rose-basic/python/plotnine/plot-dark.png
 preview_html_light: null
 preview_html_dark: null
-quality_score: 80
+quality_score: 85
 review:
   strengths:
-  - 'Perfect spec compliance: correct rose chart with radial gridlines, spokes, month
-    labels at 12 o''clock start'
-  - 'Excellent data quality: realistic temperate climate rainfall data with natural
-    seasonal variation'
-  - Clean code structure with deterministic data and all imports used
-  - Viridis colormap cleverly double-encodes rainfall (size + hue), enhancing data
-    readability
-  - 'Theme adaptation is correct: background, ink, and muted-ink tokens applied throughout
-    both renders'
+  - Viridis colormap double-encodes rainfall via both radius and color, making the
+    seasonal pattern immediately readable
+  - 'Full spec compliance: all required rose-chart features present (gridlines, spokes,
+    circular ordering, 12-o-clock start)'
+  - Theme-adaptive chrome works correctly in both renders with no dark-on-dark or
+    light-on-light failures
+  - 'Perfect data and code quality: realistic monthly rainfall scenario, deterministic,
+    clean linear structure'
   weaknesses:
-  - 'Font sizes too small: month labels at 14pt and value labels at 10pt are well
-    below the 20pt/16pt guidelines for a 3600x3600px canvas — increase to at least
-    18-20pt for month labels and 14-16pt for value labels, and raise title to 24pt'
-  - Design storytelling (DE-03) lacks emphasis on insight — the peak month (November,
-    95mm) and trough (April, 48mm) are not visually emphasized beyond the natural
-    size/color encoding
-  - Library Mastery (LM-02) is modest — manual matplotlib colormap computation instead
-    of plotnine-native scale_fill_cmap; consider replacing direct matplotlib internals
-    with plotnine tools
+  - 'Font sizes below recommended minimums: title 22pt (need >=24pt), month labels
+    14pt (need >=16pt), value labels 10pt (quite small at 3600px)'
+  - matplotlib color utilities used to compute viridis hex values; native scale_fill_cmap(cmap_name=viridis)
+    with continuous fill aesthetic would be more idiomatic plotnine
   image_description: |-
     Light render (plot-light.png):
-      Background: Warm off-white #FAF8F1 — correct theme surface, not pure white
-      Chrome: Title "Monthly Rainfall (mm) · rose-basic · plotnine · anyplot.ai" in dark ink at top, readable. Month labels (Jan-Dec) in bold dark ink around perimeter, readable but small (14pt). Value labels (20, 40, 60, 80, 100) along one spoke in muted dark tone, readable but quite small (10pt).
-      Data: 12 wedge segments using viridis colormap — cool blue-purple for low rainfall months (Apr 48mm), transitioning through green to bright yellow for peak months (Nov 95mm). Subtle dashed circular gridlines and radial spokes at low opacity. Wedges have slight gap between segments and PAGE_BG edge color.
-      Legibility verdict: PASS (all text readable, though font sizes below guidelines)
+      Background: Warm off-white #FAF8F1 -- correct
+      Chrome: Title "Monthly Rainfall (mm) * rose-basic * plotnine * anyplot.ai" in dark ink, readable; month labels in bold dark text clearly positioned outside perimeter; radial value labels (20-100) visible near top-right spoke; all readable
+      Data: 12 wedges colored via viridis gradient (deep purple for low values ~48mm, through teal/green, to bright yellow-green for high values ~95mm); white gaps between wedges; dashed radial grid circles at alpha=0.15; spoke lines at alpha=0.12; annotations "Peak 95 mm" on Nov and "Min 48 mm" on Apr visible
+      Legibility verdict: PASS
 
     Dark render (plot-dark.png):
-      Background: Warm near-black #1A1A17 — correct theme surface, not pure black
-      Chrome: Title and month labels render in light ink (#F0EFE8 equivalent), clearly visible against dark background. Value labels in muted light tone (INK_MUTED token). No dark-on-dark failures observed — all text elements successfully adapt to dark theme.
-      Data: Viridis colors are identical to light render — same blue-purple to yellow gradient encoding rainfall values. Grid lines and spokes appear at correct low opacity against dark surface.
-      Legibility verdict: PASS (all text readable in dark theme, chrome tokens correctly applied)
+      Background: Near-black #1A1A17 -- correct
+      Chrome: Title and all text labels render in light colors (#F0EFE8 / #B8B7B0); no dark-on-dark failures observed; grid and spokes remain subtle
+      Data: Viridis colors identical to light render -- same purple-to-yellow-green gradient; both annotations visible with light text
+      Legibility verdict: PASS
   criteria_checklist:
     visual_quality:
-      score: 23
+      score: 27
       max: 30
       items:
       - id: VQ-01
         name: Text Legibility
-        score: 3
+        score: 5
         max: 8
-        passed: false
-        comment: 'Sizes explicitly set but below guidelines: title 22pt (min 24pt),
-          month labels 14pt (min 20pt), value labels 10pt (min 16pt)'
+        passed: true
+        comment: All sizes explicitly set; title 22pt below 24pt guideline, month
+          labels 14pt below 16pt guideline, value labels 10pt small
       - id: VQ-02
         name: No Overlap
         score: 6
         max: 6
         passed: true
-        comment: All month labels and value labels well-spaced around perimeter
+        comment: Month labels evenly distributed around perimeter, no collisions
       - id: VQ-03
         name: Element Visibility
         score: 6
         max: 6
         passed: true
-        comment: Wedges clearly visible with distinct viridis colors
+        comment: All 12 wedges clearly visible with viridis gradient providing strong
+          differentiation
       - id: VQ-04
         name: Color Accessibility
         score: 2
         max: 2
         passed: true
-        comment: Viridis is CVD-safe and perceptually uniform
+        comment: Viridis is perceptually uniform and CVD-safe
       - id: VQ-05
         name: Layout & Canvas
-        score: 3
+        score: 4
         max: 4
         passed: true
-        comment: Square layout well-suited for rose chart; some margin wasted at perimeter
+        comment: Square 3600x3600 format; chart fills canvas well with balanced margins
       - id: VQ-06
         name: Axis Labels & Title
         score: 2
         max: 2
         passed: true
-        comment: Title includes units mm; month labels serve as category axis labels
+        comment: Title includes units (mm), descriptive and informative
       - id: VQ-07
         name: Palette Compliance
-        score: 1
+        score: 2
         max: 2
-        passed: false
-        comment: Backgrounds correct, chrome theme-adaptive; viridis used for categorical
-          months (value-encoding) rather than Okabe-Ito
+        passed: true
+        comment: 'Viridis correctly used for value-encoded colors; backgrounds #FAF8F1/#1A1A17
+          correct; chrome theme-adaptive'
     design_excellence:
-      score: 12
+      score: 13
       max: 20
       items:
       - id: DE-01
         name: Aesthetic Sophistication
         score: 5
         max: 8
         passed: true
-        comment: Viridis double-encoding (size + hue) is intentional and above defaults;
-          clean polar layout
+        comment: 'Above default: viridis double-encodes rainfall, clean circular form,
+          white wedge gaps, no axes/spines'
       - id: DE-02
         name: Visual Refinement
         score: 4
         max: 6
         passed: true
-        comment: All axes/ticks/borders hidden; custom circular gridlines and spokes;
-          gap between wedges
+        comment: Dashed radial grid at alpha=0.15, spokes at alpha=0.12, legend suppressed,
+          axis elements blanked
       - id: DE-03
         name: Data Storytelling
-        score: 3
+        score: 4
         max: 6
-        passed: false
-        comment: Seasonal pattern discernible through size+color; no explicit emphasis
-          on peak/trough months
+        passed: true
+        comment: Color gradient creates visual hierarchy; rendered peak/min annotations
+          emphasize seasonal story
     spec_compliance:
       score: 15
       max: 15
@@ -129,29 +124,29 @@ review:
         score: 5
         max: 5
         passed: true
-        comment: Correct rose/coxcomb chart with equal-angle wedges, radius proportional
+        comment: Correct rose/Nightingale chart; equal-angle wedges, radius proportional
           to value
       - id: SC-02
         name: Required Features
         score: 4
         max: 4
         passed: true
-        comment: Radial gridlines, spokes, month labels, 12-month cycle starting at
-          top (12 o'clock)
+        comment: Radial gridlines, spoke lines, circular ordering, 12-o-clock start
+          all present
       - id: SC-03
         name: Data Mapping
         score: 3
         max: 3
         passed: true
-        comment: Months mapped to angles, rainfall to radius; all 12 months in full
-          circle
+        comment: Monthly rainfall correctly drives segment radius; all 12 categories
+          shown
       - id: SC-04
         name: Title & Legend
         score: 3
         max: 3
         passed: true
-        comment: 'Title format correct: rose-basic · plotnine · anyplot.ai; no legend
-          needed as each segment labeled'
+        comment: Title contains all required components; months labeled directly,
+          no legend needed
     data_quality:
       score: 15
       max: 15
@@ -161,22 +156,20 @@ review:
         score: 6
         max: 6
         passed: true
-        comment: Full 12-month cycle; good value variation 48-95mm demonstrating circular
-          visual effectively
+        comment: Seasonal variation well represented; values span 48-95mm showing
+          clear pattern
       - id: DQ-02
         name: Realistic Context
         score: 5
         max: 5
         passed: true
-        comment: 'Monthly rainfall for temperate climate: natural, neutral, comprehensible
-          scenario'
+        comment: Monthly rainfall for temperate climate is realistic and neutral
       - id: DQ-03
         name: Appropriate Scale
         score: 4
         max: 4
         passed: true
-        comment: 48-95mm/month plausible for temperate European climate with seasonal
-          variation
+        comment: 48-95mm monthly totals plausible for temperate oceanic climate
     code_quality:
       score: 10
       max: 10
@@ -186,33 +179,34 @@ review:
         score: 3
         max: 3
         passed: true
-        comment: 'Linear: imports -> data -> polygon construction -> plot -> save;
-          no functions or classes'
+        comment: 'Linear: tokens -> data -> geometry DataFrames -> plot -> save; no
+          functions or classes'
       - id: CQ-02
         name: Reproducibility
         score: 2
         max: 2
         passed: true
-        comment: Fully deterministic hardcoded data, no random elements
+        comment: Deterministic hardcoded data; no random generation
       - id: CQ-03
         name: Clean Imports
         score: 2
         max: 2
         passed: true
-        comment: All imports used; matplotlib colormaps used for viridis mapping
+        comment: All imports used; sys.path fix commented; matplotlib color utilities
+          justified
       - id: CQ-04
         name: Code Elegance
         score: 2
         max: 2
         passed: true
-        comment: Polygon coordinate construction appropriately complex for rose chart;
-          clean iteration
+        comment: Geometry loops necessary for this chart type in plotnine; appropriate
+          complexity
       - id: CQ-05
         name: Output & API
         score: 1
         max: 1
         passed: true
-        comment: Saves plot-{THEME}.png correctly
+        comment: Saves as plot-{THEME}.png; current plotnine 0.15.3 API
     library_mastery:
       score: 5
       max: 10
@@ -222,25 +216,25 @@ review:
         score: 3
         max: 5
         passed: true
-        comment: Uses ggplot grammar with geom_polygon/line/text, theme() correctly;
-          manual geometry required since no native polar geom
+        comment: Correct ggplot grammar with layered geoms and theme; manual Cartesian
+          polygon approach bypasses polar support
       - id: LM-02
         name: Distinctive Features
         score: 2
         max: 5
         passed: false
-        comment: Multi-layer composition is plotnine-idiomatic, but core construction
-          uses matplotlib internals; consider scale_fill_cmap instead
-  verdict: REJECTED
+        comment: geom_polygon for wedges and scale_fill_manual with computed colors;
+          somewhat distinctive but not deeply plotnine-specific
+  verdict: APPROVED
 impl_tags:
   dependencies: []
   techniques:
-  - annotations
+  - layer-composition
+  - patches
   patterns:
+  - data-generation
   - iteration-over-groups
-  dataprep:
-  - normalization
+  dataprep: []
   styling:
-  - minimal-chrome
   - alpha-blending
-  - edge-highlighting
+  - minimal-chrome