chore(highcharts): update quality score 85 and review feedback for stereonet-equal-area

Author: github-actions[bot]

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

@@ -1,7 +1,7 @@
 """ pyplots.ai
 stereonet-equal-area: Structural Geology Stereonet (Equal-Area Projection)
 Library: highcharts unknown | Python 3.14.3
-Quality: 84/100 | Created: 2026-03-15
+Quality: 85/100 | Created: 2026-03-15
 """
 
 import tempfile

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

@@ -1,7 +1,7 @@
 library: highcharts
 specification_id: stereonet-equal-area
 created: '2026-03-15T23:05:23Z'
-updated: '2026-03-15T23:41:51Z'
+updated: '2026-03-15T23:53:34Z'
 generated_by: claude-opus-4-5-20251101
 workflow_run: 23121188982
 issue: 4576
@@ -10,42 +10,34 @@ library_version: unknown
 preview_url: https://storage.googleapis.com/pyplots-images/plots/stereonet-equal-area/highcharts/plot.png
 preview_thumb: https://storage.googleapis.com/pyplots-images/plots/stereonet-equal-area/highcharts/plot_thumb.png
 preview_html: https://storage.googleapis.com/pyplots-images/plots/stereonet-equal-area/highcharts/plot.html
-quality_score: 84
+quality_score: 85
 review:
   strengths:
-  - Mathematically correct equal-area (Schmidt) projection with proper pole and great
-    circle calculations
-  - 'Excellent spec compliance with all required features: density contours, great
-    circles, poles, tick marks, compass labels'
-  - Strong colorblind-safe palette (blue, orange, purple) with good visual hierarchy
-    between data layers
-  - Professional design with subtle dotted grid, clean background, and thoughtful
-    typography
-  - Realistic geological data with three distinct feature types showing different
-    clustering patterns
-  - Interactive HTML output alongside static PNG leverages Highcharts web capabilities
+  - Excellent spec compliance with all required stereonet features correctly computed
+  - Strong geological data quality with three distinct realistic feature types
+  - Professional visual design with custom colorblind-safe palette and subtle dotted
+    grid
+  - Dual output (PNG + interactive HTML) leverages Highcharts strengths well
   weaknesses:
-  - LineSeries imported from wrong submodule (area instead of line)
-  - Python 2 exception syntax on lines 305 and 324 should use parenthesized tuple
-    form
-  - Great circle lines are somewhat thin and hard to trace across the full stereonet
-  - Legend is slightly disconnected from the main plot area
-  image_description: 'The plot displays a Schmidt equal-area (lower-hemisphere) stereonet
-    projection on a square canvas with a light gray (#FAFAFA) background. A solid
-    dark circle forms the primitive boundary, with dotted concentric circles at 15-degree
-    dip intervals and dotted radial lines every 30 degrees forming a subtle grid.
-    Cardinal directions (N, S, E, W) are labeled in bold around the perimeter, with
-    intermediate degree markings (30, 60, 120, 150, 210, 240, 300, 330 degrees) and
-    tick marks every 10 degrees. Three feature types are plotted: Bedding (blue #306998)
-    with poles clustered in the central-south area and great circles arcing across
-    the SW quadrant; Joints (orange #E5863D) with poles tightly clustered in the NE
-    quadrant and great circles crossing the S-SW area; and Faults (purple #8B5CF6)
-    with poles more scattered in the E and SE areas. Green semi-transparent density
-    contours (Kamb-style) overlay the pole data highlighting the two main concentration
-    zones. A horizontal legend at the bottom lists all seven series: Bedding/Joints/Faults
-    planes and poles, plus density contours. The title reads "stereonet-equal-area
-    · highcharts · pyplots.ai" with subtitle "Lower Hemisphere Equal-Area (Schmidt)
-    Projection".'
+  - Python 2 except syntax on lines 305 and 324 should use tuple form
+  - LineSeries imported from area submodule instead of line submodule
+  - Legend slightly cramped with 7 items in a single horizontal row
+  image_description: 'The plot displays a lower-hemisphere equal-area (Schmidt) stereographic
+    projection on a square canvas with a light gray (#FAFAFA) background. A bold dark
+    primitive circle encloses the projection area, with tick marks every 10 degrees
+    around the perimeter (longer ticks at 30-degree intervals). Cardinal directions
+    (N, E, S, W) are labeled in bold around the outside, with intermediate degree
+    labels (30, 60, 120, 150, 210, 240, 300, 330) in regular weight. Subtle dotted
+    concentric circles and radial lines form the stereonet grid. Three geological
+    feature types are plotted: Bedding (blue #306998) with great circle arcs and scatter
+    poles clustered in the south-central area, Joints (orange #E5863D) with great
+    circles and poles concentrated in the NE quadrant, and Faults (purple #8B5CF6)
+    with great circles and poles scattered in the eastern portion. Green semi-transparent
+    density contours overlay the pole data, highlighting preferred orientations especially
+    in the NE and south-central clusters. The title reads "stereonet-equal-area ·
+    highcharts · pyplots.ai" with a subtitle "Lower Hemisphere Equal-Area (Schmidt)
+    Projection". A horizontal legend at the bottom lists all seven series: Bedding/Joints/Faults
+    (planes), Bedding/Joints/Faults (poles), and Density contours.'
   criteria_checklist:
     visual_quality:
       score: 26
@@ -57,41 +49,41 @@ review:
         max: 8
         passed: true
         comment: Font sizes explicitly set (56px title, 38px subtitle, 30-38px labels).
-          All readable. Legend text slightly small.
+          All readable; degree labels slightly small but legible.
       - id: VQ-02
         name: No Overlap
         score: 5
         max: 6
         passed: true
-        comment: Generally clean layout. Minor crowding near degree labels in NE quadrant
-          where data is dense.
+        comment: Legend has 7 items slightly cramped. Minor crowding in NE quadrant
+          where joint poles cluster.
       - id: VQ-03
         name: Element Visibility
         score: 5
         max: 6
         passed: true
-        comment: Poles well-sized with white border. Great circles somewhat thin at
-          2.5px with 0.7 opacity.
+        comment: Poles and great circles visible. Some pole markers overlap in dense
+          clusters.
       - id: VQ-04
         name: Color Accessibility
         score: 4
         max: 4
         passed: true
-        comment: 'Excellent colorblind-safe palette: blue, orange, purple easily distinguishable.'
+        comment: Blue/orange/purple palette is colorblind-safe with strong contrast.
       - id: VQ-05
         name: Layout & Canvas
         score: 3
         max: 4
         passed: true
-        comment: Square format ideal for stereonet. Legend floats somewhat isolated
-          at bottom.
+        comment: Square canvas appropriate for circular projection. Legend positioned
+          far from plot.
       - id: VQ-06
         name: Axis Labels & Title
         score: 2
         max: 2
         passed: true
-        comment: Descriptive title, informative subtitle, compass directions and degree
-          markings.
+        comment: Cardinal directions serve as labels; subtitle describes projection
+          type.
     design_excellence:
       score: 14
       max: 20
@@ -101,22 +93,21 @@ review:
         score: 6
         max: 8
         passed: true
-        comment: Strong design with custom palette, professional typography, intentional
-          color hierarchy.
+        comment: Custom palette, custom typography, intentional hierarchy. Clearly
+          above defaults.
       - id: DE-02
         name: Visual Refinement
         score: 4
         max: 6
         passed: true
-        comment: Subtle dotted grid at low opacity, axes hidden, clean background,
-          tick mark differentiation.
+        comment: Subtle dotted grid, axes hidden, clean background. Good refinement.
       - id: DE-03
         name: Data Storytelling
         score: 4
         max: 6
         passed: true
-        comment: Density contours highlight preferred orientations, color coding distinguishes
-          feature types.
+        comment: Three distinct feature types with different orientations create structural
+          narrative. Density contours highlight preferred orientations.
     spec_compliance:
       score: 15
       max: 15
@@ -126,51 +117,52 @@ review:
         score: 5
         max: 5
         passed: true
-        comment: Correct Schmidt equal-area lower-hemisphere projection.
+        comment: Correct equal-area Schmidt lower-hemisphere projection.
       - id: SC-02
         name: Required Features
         score: 4
         max: 4
         passed: true
-        comment: 'All features present: great circles, poles, density contours, color-coding,
-          ticks, N label, legend.'
+        comment: 'All spec features present: great circles, poles, density contours,
+          color-coding, tick marks, grid.'
       - id: SC-03
         name: Data Mapping
         score: 3
         max: 3
         passed: true
-        comment: Strike/dip correctly mapped using proper equal-area projection formulas.
+        comment: Strike/dip correctly mapped to great circles and poles with equal-area
+          formula.
       - id: SC-04
         name: Title & Legend
         score: 3
         max: 3
         passed: true
-        comment: Title matches required format. Legend distinguishes planes vs poles
+        comment: Title format correct. Legend labels distinguish planes and poles
           per feature type.
     data_quality:
-      score: 14
+      score: 15
       max: 15
       items:
       - id: DQ-01
         name: Feature Coverage
-        score: 5
+        score: 6
         max: 6
         passed: true
-        comment: Three feature types with different orientations and clustering. Could
-          show wider dip range.
+        comment: Three distinct feature types with varying orientations, cluster tightness,
+          and populations.
       - id: DQ-02
         name: Realistic Context
         score: 5
         max: 5
         passed: true
-        comment: 'Realistic structural geology field measurements: bedding, joints,
-          faults.'
+        comment: Realistic geological field measurements with sensible strike/dip
+          distributions.
       - id: DQ-03
         name: Appropriate Scale
         score: 4
         max: 4
         passed: true
-        comment: 90 measurements in 30-200 range. Strike 0-360, dip 5-89 degrees.
+        comment: Geologically sensible values for all feature types.
     code_quality:
       score: 8
       max: 10
@@ -180,14 +172,13 @@ review:
         score: 3
         max: 3
         passed: true
-        comment: 'Linear flow: imports, data, config, grid, contours, great circles,
-          poles, render.'
+        comment: 'Linear flow: imports, data, chart, series, render, screenshot.'
       - id: CQ-02
         name: Reproducibility
         score: 2
         max: 2
         passed: true
-        comment: np.random.seed(42) set at start.
+        comment: np.random.seed(42) ensures deterministic data.
       - id: CQ-03
         name: Clean Imports
         score: 1
@@ -199,14 +190,13 @@ review:
         score: 1
         max: 2
         passed: false
-        comment: Python 2 exception syntax on lines 305/324. Contour fallback logic
-          verbose.
+        comment: Python 2 except syntax on lines 305 and 324.
       - id: CQ-05
         name: Output & API
         score: 1
         max: 1
         passed: true
-        comment: Saves plot.png via Selenium and plot.html for interactive use.
+        comment: Saves as plot.png via Selenium. Also generates plot.html.
     library_mastery:
       score: 7
       max: 10
@@ -216,23 +206,22 @@ review:
         score: 4
         max: 5
         passed: true
-        comment: 'Good use of highcharts_core API: Chart, HighchartsOptions, typed
-          series, annotations, to_js_literal().'
+        comment: 'Good use of highcharts_core API: Chart, series types, annotations,
+          to_js_literal().'
       - id: LM-02
         name: Distinctive Features
         score: 3
         max: 5
         passed: true
-        comment: Annotations API for compass labels, interactive tooltips, HTML export
-          alongside PNG.
-  verdict: APPROVED
+        comment: Annotations for labels, interactive tooltips, HTML export.
+  verdict: REJECTED
 impl_tags:
   dependencies:
   - scipy
   - selenium
   techniques:
-  - polar-projection
   - annotations
+  - polar-projection
   - html-export
   - custom-legend
   patterns:
@@ -241,6 +230,5 @@ impl_tags:
   dataprep:
   - kde
   styling:
-  - minimal-chrome
   - alpha-blending
   - grid-styling