chore(bokeh): update quality score 75 and review feedback for stereonet-equal-area

Author: github-actions[bot]

plots/stereonet-equal-area/implementations/bokeh.py

@@ -1,7 +1,7 @@
-"""pyplots.ai
+""" pyplots.ai
 stereonet-equal-area: Structural Geology Stereonet (Equal-Area Projection)
-Library: bokeh | Python 3.13
-Quality: pending | Created: 2026-03-15
+Library: bokeh 3.9.0 | Python 3.14.3
+Quality: 75/100 | Created: 2026-03-15
 """
 
 import matplotlib

plots/stereonet-equal-area/metadata/bokeh.yaml

@@ -1,10 +1,7 @@
-# Per-library metadata for bokeh implementation of stereonet-equal-area
-# Auto-generated by impl-generate.yml
-
 library: bokeh
 specification_id: stereonet-equal-area
 created: '2026-03-15T22:59:30Z'
-updated: '2026-03-15T22:59:30Z'
+updated: '2026-03-15T23:03:33Z'
 generated_by: claude-opus-4-5-20251101
 workflow_run: 23121188869
 issue: 4576
@@ -13,7 +10,218 @@ library_version: 3.9.0
 preview_url: https://storage.googleapis.com/pyplots-images/plots/stereonet-equal-area/bokeh/plot.png
 preview_thumb: https://storage.googleapis.com/pyplots-images/plots/stereonet-equal-area/bokeh/plot_thumb.png
 preview_html: https://storage.googleapis.com/pyplots-images/plots/stereonet-equal-area/bokeh/plot.html
-quality_score: null
+quality_score: 75
 review:
-  strengths: []
-  weaknesses: []
+  strengths:
+  - Correct equal-area projection math with proper pole and great circle computations
+  - Good colorblind-safe palette (blue/orange/purple) with appropriate alpha blending
+    on great circles
+  - Realistic geological data with three well-differentiated structural feature types
+  - Clean stereonet presentation with hidden axes, styled tick marks, and cardinal
+    direction labels
+  weaknesses:
+  - Missing stereonet grid lines (equal-area net) required by spec
+  - Legend too small and isolated in far upper-right corner
+  - Title and text sizes appear small relative to 3600px canvas
+  - Density contours too faint to communicate clustering
+  - No degree labels around perimeter
+  - Relies on matplotlib for contour extraction instead of Bokeh-native approach
+  - Does not leverage distinctive Bokeh features (HoverTool, interactive legend)
+  image_description: 'The plot shows a Schmidt equal-area (lower-hemisphere) stereonet
+    rendered as a circle with N at top, S at bottom, E at right, W at left. Three
+    geological feature types are displayed: Bedding (blue #306998 poles clustered
+    in the NW quadrant with great circles sweeping across the net), Joints (orange
+    #E8833A poles near the S edge with great circles extending E-W), and Faults (purple
+    #8B5CF6 poles clustered in the SW quadrant with great circles arcing NW-SE). Tick
+    marks appear every 10 degrees around the perimeter with thicker marks at cardinal
+    directions. Dotted gray density contour lines are faintly visible around the Faults
+    pole cluster. The title "stereonet-equal-area · bokeh · pyplots.ai" is at the
+    top. A small legend with colored dots and labels sits in the upper-right corner.
+    The background is white with no axes or grid visible. The stereonet circle fills
+    roughly 60% of the 3600x3600 canvas.'
+  criteria_checklist:
+    visual_quality:
+      score: 23
+      max: 30
+      items:
+      - id: VQ-01
+        name: Text Legibility
+        score: 5
+        max: 8
+        passed: true
+        comment: Font sizes explicitly set but appear small at 3600px canvas; legend
+          barely readable
+      - id: VQ-02
+        name: No Overlap
+        score: 6
+        max: 6
+        passed: true
+        comment: No overlapping text or data elements
+      - id: VQ-03
+        name: Element Visibility
+        score: 5
+        max: 6
+        passed: true
+        comment: Poles and great circles visible; density contours very faint
+      - id: VQ-04
+        name: Color Accessibility
+        score: 4
+        max: 4
+        passed: true
+        comment: Blue/orange/purple palette is colorblind-safe
+      - id: VQ-05
+        name: Layout & Canvas
+        score: 2
+        max: 4
+        passed: false
+        comment: Legend isolated in upper-right; some wasted whitespace
+      - id: VQ-06
+        name: Axis Labels & Title
+        score: 1
+        max: 2
+        passed: false
+        comment: Cardinal directions present but no degree markings around perimeter
+    design_excellence:
+      score: 11
+      max: 20
+      items:
+      - id: DE-01
+        name: Aesthetic Sophistication
+        score: 4
+        max: 8
+        passed: false
+        comment: Custom palette and alpha blending; well-configured but not exceptional
+      - id: DE-02
+        name: Visual Refinement
+        score: 4
+        max: 6
+        passed: true
+        comment: Axes/grid hidden, outline removed, styled tick marks — good refinement
+      - id: DE-03
+        name: Data Storytelling
+        score: 3
+        max: 6
+        passed: false
+        comment: Clustering patterns visible but contours too faint to tell density
+          story
+    spec_compliance:
+      score: 14
+      max: 15
+      items:
+      - id: SC-01
+        name: Plot Type
+        score: 5
+        max: 5
+        passed: true
+        comment: Correct equal-area lower-hemisphere projection
+      - id: SC-02
+        name: Required Features
+        score: 3
+        max: 4
+        passed: false
+        comment: Missing stereonet grid lines (equal-area net) specified in spec
+      - id: SC-03
+        name: Data Mapping
+        score: 3
+        max: 3
+        passed: true
+        comment: Strike/dip correctly converted to equal-area projection
+      - id: SC-04
+        name: Title & Legend
+        score: 3
+        max: 3
+        passed: true
+        comment: Title format correct; legend labels match feature types
+    data_quality:
+      score: 14
+      max: 15
+      items:
+      - id: DQ-01
+        name: Feature Coverage
+        score: 5
+        max: 6
+        passed: true
+        comment: Three distinct feature types with different orientations and dip
+          angles
+      - id: DQ-02
+        name: Realistic Context
+        score: 5
+        max: 5
+        passed: true
+        comment: Realistic structural geology field measurements
+      - id: DQ-03
+        name: Appropriate Scale
+        score: 4
+        max: 4
+        passed: true
+        comment: Strike 0-360°, dip 5-89° — proper geological ranges
+    code_quality:
+      score: 9
+      max: 10
+      items:
+      - id: CQ-01
+        name: KISS Structure
+        score: 3
+        max: 3
+        passed: true
+        comment: Linear flow, no functions or classes
+      - id: CQ-02
+        name: Reproducibility
+        score: 2
+        max: 2
+        passed: true
+        comment: np.random.seed(42) set
+      - id: CQ-03
+        name: Clean Imports
+        score: 2
+        max: 2
+        passed: true
+        comment: All imports used
+      - id: CQ-04
+        name: Code Elegance
+        score: 1
+        max: 2
+        passed: false
+        comment: Matplotlib import for contour extraction adds complexity
+      - id: CQ-05
+        name: Output & API
+        score: 1
+        max: 1
+        passed: true
+        comment: Saves plot.png and plot.html
+    library_mastery:
+      score: 4
+      max: 10
+      items:
+      - id: LM-01
+        name: Idiomatic Usage
+        score: 3
+        max: 5
+        passed: false
+        comment: Correct Bokeh patterns but relies on matplotlib for contour extraction
+      - id: LM-02
+        name: Distinctive Features
+        score: 1
+        max: 5
+        passed: false
+        comment: Generic usage; Bokeh used as basic renderer without HoverTool or
+          interactive features
+  verdict: REJECTED
+impl_tags:
+  dependencies:
+  - scipy
+  techniques:
+  - annotations
+  - custom-legend
+  - polar-projection
+  - html-export
+  patterns:
+  - data-generation
+  - iteration-over-groups
+  - columndatasource
+  dataprep:
+  - kde
+  styling:
+  - minimal-chrome
+  - alpha-blending
+  - edge-highlighting