From c196bea2124b9f31edb55f0edc324f568753faeb Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Thu, 30 Apr 2026 16:39:15 +0000 Subject: [PATCH 1/3] chore(plotly): add metadata for slope-basic --- .../implementations/python/plotly.py | 69 ++++-- plots/slope-basic/metadata/python/plotly.yaml | 228 ++---------------- 2 files changed, 60 insertions(+), 237 deletions(-) diff --git a/plots/slope-basic/implementations/python/plotly.py b/plots/slope-basic/implementations/python/plotly.py index 158d0b26f8..99fda2b8b0 100644 --- a/plots/slope-basic/implementations/python/plotly.py +++ b/plots/slope-basic/implementations/python/plotly.py @@ -1,12 +1,28 @@ -""" pyplots.ai +"""anyplot.ai slope-basic: Basic Slope Chart (Slopegraph) -Library: plotly 6.5.0 | Python 3.13.11 -Quality: 91/100 | Created: 2025-12-23 +Library: plotly | Python 3.13 +Quality: pending | Updated: 2026-04-30 """ +import os + import plotly.graph_objects as go +# Theme tokens +THEME = os.getenv("ANYPLOT_THEME", "light") +PAGE_BG = "#FAF8F1" if THEME == "light" else "#1A1A17" +ELEVATED_BG = "#FFFDF6" if THEME == "light" else "#242420" +INK = "#1A1A17" if THEME == "light" else "#F0EFE8" +INK_SOFT = "#4A4A44" if THEME == "light" else "#B8B7B0" +INK_MUTED = "#6B6A63" if THEME == "light" else "#A8A79F" +GRID = "rgba(26,26,23,0.10)" if THEME == "light" else "rgba(240,239,232,0.10)" + +# Okabe-Ito: increase = brand green, decrease = vermillion, flat = adaptive neutral +COLOR_UP = "#009E73" +COLOR_DOWN = "#D55E00" +COLOR_FLAT = INK_MUTED + # Data - Product sales Q1 vs Q4 comparison (10 products showing various patterns) products = [ "Laptop Pro", @@ -21,24 +37,21 @@ "Monitor Stand", ] -# Sales figures in thousands ($K) sales_q1 = [245, 180, 120, 195, 85, 110, 45, 30, 75, 55] sales_q4 = [310, 220, 195, 160, 145, 130, 95, 85, 70, 40] -# Color coding by change direction colors = [] for q1, q4 in zip(sales_q1, sales_q4, strict=True): if q4 > q1: - colors.append("#306998") # Python Blue for increase + colors.append(COLOR_UP) elif q4 < q1: - colors.append("#FFD43B") # Python Yellow for decrease + colors.append(COLOR_DOWN) else: - colors.append("#888888") # Gray for no change + colors.append(COLOR_FLAT) -# Create figure +# Plot fig = go.Figure() -# Add slope lines for each product for i, product in enumerate(products): fig.add_trace( go.Scatter( @@ -46,14 +59,14 @@ y=[sales_q1[i], sales_q4[i]], mode="lines+markers", line={"color": colors[i], "width": 3}, - marker={"size": 14}, + marker={"size": 14, "color": colors[i]}, name=product, showlegend=False, hovertemplate=f"{product}
Q1: ${sales_q1[i]}K
Q4: ${sales_q4[i]}K", ) ) -# Add labels at start points (Q1) +# Labels at Q1 (left side) for i, product in enumerate(products): fig.add_annotation( x=-0.05, @@ -64,7 +77,7 @@ font={"size": 16, "color": colors[i]}, ) -# Add labels at end points (Q4) +# Labels at Q4 (right side) for i, product in enumerate(products): fig.add_annotation( x=1.05, @@ -75,11 +88,14 @@ font={"size": 16, "color": colors[i]}, ) -# Layout +# Style fig.update_layout( + paper_bgcolor=PAGE_BG, + plot_bgcolor=PAGE_BG, + font={"color": INK}, title={ - "text": "Product Sales Q1 vs Q4 · slope-basic · plotly · pyplots.ai", - "font": {"size": 28}, + "text": "Product Sales Q1 vs Q4 · slope-basic · plotly · anyplot.ai", + "font": {"size": 28, "color": INK}, "x": 0.5, "xanchor": "center", }, @@ -87,23 +103,24 @@ "tickmode": "array", "tickvals": [0, 1], "ticktext": ["Q1 2024", "Q4 2024"], - "tickfont": {"size": 22}, - "range": [-0.4, 1.4], + "tickfont": {"size": 22, "color": INK_SOFT}, + "range": [-0.5, 1.5], "showgrid": False, "zeroline": False, + "linecolor": INK_SOFT, }, yaxis={ - "title": {"text": "Sales ($K)", "font": {"size": 22}}, - "tickfont": {"size": 18}, + "title": {"text": "Sales ($K)", "font": {"size": 22, "color": INK}}, + "tickfont": {"size": 18, "color": INK_SOFT}, "showgrid": True, "gridwidth": 1, - "gridcolor": "rgba(0,0,0,0.1)", + "gridcolor": GRID, "zeroline": False, + "linecolor": INK_SOFT, }, - template="plotly_white", - margin={"l": 200, "r": 200, "t": 80, "b": 60}, + margin={"l": 220, "r": 220, "t": 80, "b": 60}, ) -# Save outputs -fig.write_image("plot.png", width=1600, height=900, scale=3) -fig.write_html("plot.html") +# Save +fig.write_image(f"plot-{THEME}.png", width=1600, height=900, scale=3) +fig.write_html(f"plot-{THEME}.html", include_plotlyjs="cdn") diff --git a/plots/slope-basic/metadata/python/plotly.yaml b/plots/slope-basic/metadata/python/plotly.yaml index f8774d0fb6..845fb84cc7 100644 --- a/plots/slope-basic/metadata/python/plotly.yaml +++ b/plots/slope-basic/metadata/python/plotly.yaml @@ -1,215 +1,21 @@ +# Per-library metadata for plotly implementation of slope-basic +# Auto-generated by impl-generate.yml + library: plotly +language: python specification_id: slope-basic created: '2025-12-23T20:45:26Z' -updated: '2025-12-23T20:52:45Z' -generated_by: claude-opus-4-5-20251101 -workflow_run: 20471149656 -issue: 0 -python_version: 3.13.11 -library_version: 6.5.0 -preview_url: https://storage.googleapis.com/anyplot-images/plots/slope-basic/plotly/plot.png -preview_html: https://storage.googleapis.com/anyplot-images/plots/slope-basic/plotly/plot.html -quality_score: 91 -impl_tags: - dependencies: [] - techniques: - - annotations - - hover-tooltips - - html-export - patterns: - - data-generation - - iteration-over-groups - dataprep: [] - styling: [] +updated: '2026-04-30T16:39:15Z' +generated_by: claude-sonnet +workflow_run: 25177301713 +issue: 981 +python_version: 3.13.13 +library_version: 6.7.0 +preview_url_light: https://storage.googleapis.com/anyplot-images/plots/slope-basic/python/plotly/plot-light.png +preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/slope-basic/python/plotly/plot-dark.png +preview_html_light: https://storage.googleapis.com/anyplot-images/plots/slope-basic/python/plotly/plot-light.html +preview_html_dark: https://storage.googleapis.com/anyplot-images/plots/slope-basic/python/plotly/plot-dark.html +quality_score: null review: - strengths: - - Excellent color coding system using Python brand colors (blue for increase, yellow - for decrease) - - Clean, professional appearance with appropriate font sizes for high-resolution - output - - Good use of Plotly annotation system for endpoint labels - - Realistic business scenario with varied data showing both increases and decreases - - Proper implementation of hover templates for interactive exploration - - Correct title format following pyplots.ai conventions - weaknesses: - - Missing a legend explaining what blue and yellow colors represent (increase vs - decrease) - - Some endpoint labels are positioned close together and could benefit from slight - vertical adjustment to prevent near-overlap - image_description: 'The plot displays a slope chart (slopegraph) comparing product - sales between Q1 2024 and Q4 2024 for 10 tech products. Blue lines (#306998 - - Python Blue) represent products with sales increases (8 products: Laptop Pro, - Wireless Earbuds, Smart Watch, Gaming Mouse, Mechanical Keyboard, Webcam HD, USB - Hub). Yellow/gold lines (#FFD43B - Python Yellow) represent products with sales - decreases (3 products: Tablet Ultra, Portable SSD, Monitor Stand). Each product - has labels at both endpoints showing the product name and sales value in $K. The - chart uses a clean white template with subtle horizontal grid lines. The title - "Product Sales Q1 vs Q4 · slope-basic · plotly · pyplots.ai" is centered at the - top. The Y-axis displays "Sales ($K)" ranging from approximately 30 to 310. The - X-axis shows the two time points "Q1 2024" and "Q4 2024".' - criteria_checklist: - visual_quality: - score: 36 - max: 40 - items: - - id: VQ-01 - name: Text Legibility - score: 10 - max: 10 - passed: true - comment: Title at 28pt, axis labels at 22pt, tick labels at 18pt, annotations - at 16pt - all perfectly readable - - id: VQ-02 - name: No Overlap - score: 7 - max: 8 - passed: true - comment: Most labels are readable, but some endpoint labels are slightly close - together (e.g., Smart Watch/Tablet Ultra on left, Gaming Mouse/Mechanical - Keyboard on right) - - id: VQ-03 - name: Element Visibility - score: 8 - max: 8 - passed: true - comment: Lines have good width (3), markers are sized appropriately (14), - clear visual hierarchy - - id: VQ-04 - name: Color Accessibility - score: 5 - max: 5 - passed: true - comment: Blue/yellow color scheme is colorblind-safe, good contrast against - white background - - id: VQ-05 - name: Layout Balance - score: 4 - max: 5 - passed: true - comment: Good use of margins (200px on sides), plot fills canvas well, but - could use slightly more vertical space - - id: VQ-06 - name: Axis Labels - score: 2 - max: 2 - passed: true - comment: Y-axis has "Sales ($K)" with units, X-axis shows time period names - - id: VQ-07 - name: Grid & Legend - score: 0 - max: 2 - passed: true - comment: Grid is subtle (alpha 0.1), but no legend explaining blue=increase, - yellow=decrease - spec_compliance: - score: 25 - max: 25 - items: - - id: SC-01 - name: Plot Type - score: 8 - max: 8 - passed: true - comment: Correct slope chart (slopegraph) implementation - - id: SC-02 - name: Data Mapping - score: 5 - max: 5 - passed: true - comment: Entity names as labels, values at start/end correctly mapped - - id: SC-03 - name: Required Features - score: 5 - max: 5 - passed: true - comment: Labels at both endpoints, color coding by direction (increase vs - decrease), vertical axes labeled with time points - - id: SC-04 - name: Data Range - score: 3 - max: 3 - passed: true - comment: All data points visible within range - - id: SC-05 - name: Legend Accuracy - score: 2 - max: 2 - passed: true - comment: No traditional legend but color coding is consistent and understandable - from context - - id: SC-06 - name: Title Format - score: 2 - max: 2 - passed: true - comment: 'Uses correct format: "Product Sales Q1 vs Q4 · slope-basic · plotly - · pyplots.ai"' - data_quality: - score: 20 - max: 20 - items: - - id: DQ-01 - name: Feature Coverage - score: 8 - max: 8 - passed: true - comment: Shows both increases (majority) and decreases (3 products), varied - magnitudes of change, demonstrates rank changes - - id: DQ-02 - name: Realistic Context - score: 7 - max: 7 - passed: true - comment: Tech product sales Q1 vs Q4 is a realistic business scenario - - id: DQ-03 - name: Appropriate Scale - score: 5 - max: 5 - passed: true - comment: Sales values in $30K-$310K range are realistic for product lines - code_quality: - score: 7 - max: 10 - items: - - id: CQ-01 - name: KISS Structure - score: 3 - max: 3 - passed: true - comment: 'Linear script: imports → data → plot → save' - - id: CQ-02 - name: Reproducibility - score: 0 - max: 3 - passed: false - comment: No random data used, but data is hardcoded (acceptable, but deterministic) - - id: CQ-03 - name: Clean Imports - score: 2 - max: 2 - passed: true - comment: Only plotly.graph_objects imported - - id: CQ-04 - name: No Deprecated API - score: 1 - max: 1 - passed: true - comment: Uses current Plotly API - - id: CQ-05 - name: Output Correct - score: 1 - max: 1 - passed: true - comment: Saves as plot.png and plot.html - library_features: - score: 3 - max: 5 - items: - - id: LF-01 - name: Uses distinctive library features - score: 3 - max: 5 - passed: true - comment: Uses Plotly's annotation system, hover templates for interactivity, - but could leverage more Plotly-specific features - verdict: APPROVED + strengths: [] + weaknesses: [] From 825fca45105cae202bce361e67a9b3439ad8d039 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Thu, 30 Apr 2026 16:46:15 +0000 Subject: [PATCH 2/3] chore(plotly): update quality score 87 and review feedback for slope-basic --- .../implementations/python/plotly.py | 6 +- plots/slope-basic/metadata/python/plotly.yaml | 239 +++++++++++++++++- 2 files changed, 235 insertions(+), 10 deletions(-) diff --git a/plots/slope-basic/implementations/python/plotly.py b/plots/slope-basic/implementations/python/plotly.py index 99fda2b8b0..2ab93a35ce 100644 --- a/plots/slope-basic/implementations/python/plotly.py +++ b/plots/slope-basic/implementations/python/plotly.py @@ -1,7 +1,7 @@ -"""anyplot.ai +""" anyplot.ai slope-basic: Basic Slope Chart (Slopegraph) -Library: plotly | Python 3.13 -Quality: pending | Updated: 2026-04-30 +Library: plotly 6.7.0 | Python 3.13.13 +Quality: 87/100 | Updated: 2026-04-30 """ import os diff --git a/plots/slope-basic/metadata/python/plotly.yaml b/plots/slope-basic/metadata/python/plotly.yaml index 845fb84cc7..c6fb971f32 100644 --- a/plots/slope-basic/metadata/python/plotly.yaml +++ b/plots/slope-basic/metadata/python/plotly.yaml @@ -1,11 +1,8 @@ -# Per-library metadata for plotly implementation of slope-basic -# Auto-generated by impl-generate.yml - library: plotly language: python specification_id: slope-basic created: '2025-12-23T20:45:26Z' -updated: '2026-04-30T16:39:15Z' +updated: '2026-04-30T16:46:14Z' generated_by: claude-sonnet workflow_run: 25177301713 issue: 981 @@ -15,7 +12,235 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/slope-bas preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/slope-basic/python/plotly/plot-dark.png preview_html_light: https://storage.googleapis.com/anyplot-images/plots/slope-basic/python/plotly/plot-light.html preview_html_dark: https://storage.googleapis.com/anyplot-images/plots/slope-basic/python/plotly/plot-dark.html -quality_score: null +quality_score: 87 review: - strengths: [] - weaknesses: [] + strengths: + - 'Perfect spec compliance: all required slopegraph features present (bidirectional + labels, directional color coding, time-point axis labels, appropriate entity count)' + - 'Perfect data and code quality: realistic business scenario, fully deterministic, + clean KISS code structure' + - Solid semantic color encoding using Okabe-Ito positions 1 and 2 with meaningful + directional assignment + - Both theme renders pass readability check; INK tokens correctly thread through + title, ticks, and axis labels + weaknesses: + - 'Label overlap in dense value regions: bottom-left cluster (Monitor Stand $55K + / Webcam HD $45K / USB Hub $30K) and right-side pair (Webcam HD $95K / USB Hub + $85K) overlap at 4800x2700 resolution' + - 'No visual emphasis on standout data points (strongest gainer: Laptop Pro +$65K; + biggest loser: Monitor Stand -$15K) — could add bold line or slight weight increase + to top/bottom performers' + - Axis lines (linecolor=INK_SOFT) add slight clutter; removing them would achieve + a cleaner slopegraph aesthetic + image_description: |- + Light render (plot-light.png): + Background: Warm off-white, consistent with #FAF8F1 — not pure white + Chrome: Title "Product Sales Q1 vs Q4 · slope-basic · plotly · anyplot.ai" in dark ink, clearly readable; y-axis label "Sales ($K)" in dark ink; tick labels in INK_SOFT gray; x-axis ticks show "Q1 2024" / "Q4 2024" + Data: 10 slope lines — 7 green (#009E73) for increases, 3 orange (#D55E00) for decreases; markers at endpoints; labels on both sides colored to match line direction; first categorical direction (increases) uses #009E73 + Legibility verdict: PASS — all text readable, minor label crowding at bottom-left cluster and right-side pair but individually legible + + Dark render (plot-dark.png): + Background: Near-black, consistent with #1A1A17 — not pure black + Chrome: Title appears in light #F0EFE8 ink, clearly readable against dark surface; axis labels and ticks in #B8B7B0 (INK_SOFT dark), visibly lighter than background; no dark-on-dark failures observed + Data: Green and orange line colors are identical to light render — Okabe-Ito data colors unchanged between themes as required; subtle light-on-dark grid lines visible + Legibility verdict: PASS — all text readable in dark theme; INK tokens correctly applied to all chrome elements + criteria_checklist: + visual_quality: + score: 27 + max: 30 + items: + - id: VQ-01 + name: Text Legibility + score: 8 + max: 8 + passed: true + comment: Title 28px, axis labels 22px, tick labels 18px, annotations 16px + — all explicitly set, readable in both themes + - id: VQ-02 + name: No Overlap + score: 3 + max: 6 + passed: false + comment: Bottom-left cluster (Monitor Stand/Webcam HD/USB Hub) and right-side + pair (Webcam HD/USB Hub at 10K gap) produce label collisions at 4800x2700 + - id: VQ-03 + name: Element Visibility + score: 6 + max: 6 + passed: true + comment: Lines width=3, markers size=14, perfectly adapted for 10-entity slope + chart + - id: VQ-04 + name: Color Accessibility + score: 2 + max: 2 + passed: true + comment: Green vs. vermillion are CVD-safe and distinguish well by luminance + - id: VQ-05 + name: Layout & Canvas + score: 4 + max: 4 + passed: true + comment: 220px side margins for labels; chart occupies ~72% canvas width, + appropriate for slopegraph + - id: VQ-06 + name: Axis Labels & Title + score: 2 + max: 2 + passed: true + comment: Y-axis labeled Sales ($K) with units; x-axis uses Q1 2024 / Q4 2024 + tick labels + - id: VQ-07 + name: Palette Compliance + score: 2 + max: 2 + passed: true + comment: 'Increases #009E73, decreases #D55E00; backgrounds #FAF8F1 light + / #1A1A17 dark; all chrome theme-adaptive' + design_excellence: + score: 13 + max: 20 + items: + - id: DE-01 + name: Aesthetic Sophistication + score: 5 + max: 8 + passed: false + comment: Semantic color coding and warm background above default, but lacks + publication-level polish — no emphasis on standouts + - id: DE-02 + name: Visual Refinement + score: 4 + max: 6 + passed: false + comment: Subtle y-axis grid, no x-axis grid, generous margins; axis lines + retained add slight visual noise + - id: DE-03 + name: Data Storytelling + score: 4 + max: 6 + passed: false + comment: Green/orange coding immediately communicates direction; crossed lines + reveal rank changes; overall positive trend visible + spec_compliance: + score: 15 + max: 15 + items: + - id: SC-01 + name: Plot Type + score: 5 + max: 5 + passed: true + comment: Correct slopegraph with lines connecting two time points + - id: SC-02 + name: Required Features + score: 4 + max: 4 + passed: true + comment: Labels at both endpoints, directional color coding, time-point axis + labels, 10 entities in 5-15 range + - id: SC-03 + name: Data Mapping + score: 3 + max: 3 + passed: true + comment: X maps to Q1/Q4 time points, Y maps to sales values, all 10 products + visible + - id: SC-04 + name: Title & Legend + score: 3 + max: 3 + passed: true + comment: Title contains slope-basic · plotly · anyplot.ai; no legend needed + with labeled endpoints + data_quality: + score: 15 + max: 15 + items: + - id: DQ-01 + name: Feature Coverage + score: 6 + max: 6 + passed: true + comment: 7 increasing + 3 decreasing products; shows rank changes, crossing + lines, varied magnitudes + - id: DQ-02 + name: Realistic Context + score: 5 + max: 5 + passed: true + comment: Product sales Q1 vs Q4 — neutral tech business scenario, no controversial + content + - id: DQ-03 + name: Appropriate Scale + score: 4 + max: 4 + passed: true + comment: Sales $30K-$310K per quarter for tech products is realistic and proportionally + sound + code_quality: + score: 10 + max: 10 + items: + - id: CQ-01 + name: KISS Structure + score: 3 + max: 3 + passed: true + comment: Imports → Tokens → Data → Plot → Style → Save; no functions or classes + - id: CQ-02 + name: Reproducibility + score: 2 + max: 2 + passed: true + comment: All data hardcoded and deterministic + - id: CQ-03 + name: Clean Imports + score: 2 + max: 2 + passed: true + comment: Only os and plotly.graph_objects imported, both used + - id: CQ-04 + name: Code Elegance + score: 2 + max: 2 + passed: true + comment: Clean and Pythonic; two annotation loops slightly repetitive but + acceptable + - id: CQ-05 + name: Output & API + score: 1 + max: 1 + passed: true + comment: Saves plot-{THEME}.png and plot-{THEME}.html correctly + library_mastery: + score: 7 + max: 10 + items: + - id: LM-01 + name: Idiomatic Usage + score: 4 + max: 5 + passed: true + comment: go.Scatter with lines+markers, add_annotation, hovertemplate with + suppression shows Plotly expertise + - id: LM-02 + name: Distinctive Features + score: 3 + max: 5 + passed: false + comment: Interactive hovertemplate with dollar-formatted info and HTML export + via write_html leverages Plotly's web-native capabilities + verdict: REJECTED +impl_tags: + dependencies: [] + techniques: + - annotations + - hover-tooltips + - html-export + - manual-ticks + patterns: + - iteration-over-groups + dataprep: [] + styling: + - grid-styling From 09a1c4a549468d28742970d3094b2af98347dcd7 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Thu, 30 Apr 2026 17:01:48 +0000 Subject: [PATCH 3/3] chore(plotly): update quality score 88 and review feedback for slope-basic --- .../implementations/python/plotly.py | 2 +- plots/slope-basic/metadata/python/plotly.yaml | 151 +++++++++--------- 2 files changed, 76 insertions(+), 77 deletions(-) diff --git a/plots/slope-basic/implementations/python/plotly.py b/plots/slope-basic/implementations/python/plotly.py index 2ab93a35ce..e21065090f 100644 --- a/plots/slope-basic/implementations/python/plotly.py +++ b/plots/slope-basic/implementations/python/plotly.py @@ -1,7 +1,7 @@ """ anyplot.ai slope-basic: Basic Slope Chart (Slopegraph) Library: plotly 6.7.0 | Python 3.13.13 -Quality: 87/100 | Updated: 2026-04-30 +Quality: 88/100 | Updated: 2026-04-30 """ import os diff --git a/plots/slope-basic/metadata/python/plotly.yaml b/plots/slope-basic/metadata/python/plotly.yaml index c6fb971f32..c462247808 100644 --- a/plots/slope-basic/metadata/python/plotly.yaml +++ b/plots/slope-basic/metadata/python/plotly.yaml @@ -2,7 +2,7 @@ library: plotly language: python specification_id: slope-basic created: '2025-12-23T20:45:26Z' -updated: '2026-04-30T16:46:14Z' +updated: '2026-04-30T17:01:48Z' generated_by: claude-sonnet workflow_run: 25177301713 issue: 981 @@ -12,41 +12,39 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/slope-bas preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/slope-basic/python/plotly/plot-dark.png preview_html_light: https://storage.googleapis.com/anyplot-images/plots/slope-basic/python/plotly/plot-light.html preview_html_dark: https://storage.googleapis.com/anyplot-images/plots/slope-basic/python/plotly/plot-dark.html -quality_score: 87 +quality_score: 88 review: strengths: - - 'Perfect spec compliance: all required slopegraph features present (bidirectional - labels, directional color coding, time-point axis labels, appropriate entity count)' - - 'Perfect data and code quality: realistic business scenario, fully deterministic, - clean KISS code structure' - - Solid semantic color encoding using Okabe-Ito positions 1 and 2 with meaningful - directional assignment - - Both theme renders pass readability check; INK tokens correctly thread through - title, ticks, and axis labels + - Semantic color encoding (green=increase, orange=decrease) creates immediate directional + communication + - All theme tokens correctly applied — both light and dark renders pass legibility + checks + - 'Perfect spec compliance: bilateral labels, direction color coding, correct time-point + labels' + - Realistic neutral business data demonstrating rank inversions and varied magnitudes + - Clean plotly idioms with proper HTML+PNG output and working interactive hover + tooltips weaknesses: - - 'Label overlap in dense value regions: bottom-left cluster (Monitor Stand $55K - / Webcam HD $45K / USB Hub $30K) and right-side pair (Webcam HD $95K / USB Hub - $85K) overlap at 4800x2700 resolution' - - 'No visual emphasis on standout data points (strongest gainer: Laptop Pro +$65K; - biggest loser: Monitor Stand -$15K) — could add bold line or slight weight increase - to top/bottom performers' - - Axis lines (linecolor=INK_SOFT) add slight clutter; removing them would achieve - a cleaner slopegraph aesthetic + - Label crowding in lower y-range ($30-$110K band) where 7 products compete for + vertical annotation space + - Top and right axis spines still visible — removing them would add visual refinement + - No size or weight variation on biggest movers (Laptop Pro, Tablet Ultra) to amplify + storytelling emphasis image_description: |- Light render (plot-light.png): - Background: Warm off-white, consistent with #FAF8F1 — not pure white - Chrome: Title "Product Sales Q1 vs Q4 · slope-basic · plotly · anyplot.ai" in dark ink, clearly readable; y-axis label "Sales ($K)" in dark ink; tick labels in INK_SOFT gray; x-axis ticks show "Q1 2024" / "Q4 2024" - Data: 10 slope lines — 7 green (#009E73) for increases, 3 orange (#D55E00) for decreases; markers at endpoints; labels on both sides colored to match line direction; first categorical direction (increases) uses #009E73 - Legibility verdict: PASS — all text readable, minor label crowding at bottom-left cluster and right-side pair but individually legible + Background: Warm off-white (#FAF8F1) — correct, not pure white + Chrome: Title "Product Sales Q1 vs Q4 · slope-basic · plotly · anyplot.ai" in dark ink, clearly readable. Y-axis label "Sales ($K)" readable. X-tick labels "Q1 2024"/"Q4 2024" in INK_SOFT, readable. Annotations in matching line colors (green/orange), readable. + Data: 10 product lines — most in #009E73 (green, increasing), 3 in #D55E00 (orange, decreasing). Lines at width=3 with size-14 markers. Crossing lines visible (Tablet Ultra falls while Smart Watch rises). + Legibility verdict: PASS — all text readable; minor label crowding in lower value band ($30-$110K) but no unreadable text. Dark render (plot-dark.png): - Background: Near-black, consistent with #1A1A17 — not pure black - Chrome: Title appears in light #F0EFE8 ink, clearly readable against dark surface; axis labels and ticks in #B8B7B0 (INK_SOFT dark), visibly lighter than background; no dark-on-dark failures observed - Data: Green and orange line colors are identical to light render — Okabe-Ito data colors unchanged between themes as required; subtle light-on-dark grid lines visible - Legibility verdict: PASS — all text readable in dark theme; INK tokens correctly applied to all chrome elements + Background: Warm near-black (#1A1A17) — correct, not pure black + Chrome: Title in #F0EFE8 (light), clearly readable. Axis labels and ticks in #B8B7B0, readable. Annotations in matching line colors (same green/orange as light render), readable against dark background. + Data: Colors identical to light render — green #009E73 and orange #D55E00 unchanged. Only background, text, and grid chrome flipped. No dark-on-dark failures detected. + Legibility verdict: PASS — all text readable in dark theme; brand green #009E73 highly visible on near-black surface. criteria_checklist: visual_quality: - score: 27 + score: 28 max: 30 items: - id: VQ-01 @@ -54,49 +52,48 @@ review: score: 8 max: 8 passed: true - comment: Title 28px, axis labels 22px, tick labels 18px, annotations 16px - — all explicitly set, readable in both themes + comment: 'All font sizes explicitly set: title 28px, x-ticks 22px, y-title + 22px, y-ticks 18px, annotations 16px' - id: VQ-02 name: No Overlap - score: 3 + score: 4 max: 6 - passed: false - comment: Bottom-left cluster (Monitor Stand/Webcam HD/USB Hub) and right-side - pair (Webcam HD/USB Hub at 10K gap) produce label collisions at 4800x2700 + passed: true + comment: Moderate label crowding in lower y-band ($30-$110K) with 7 products; + readable but not perfectly spaced - id: VQ-03 name: Element Visibility score: 6 max: 6 passed: true - comment: Lines width=3, markers size=14, perfectly adapted for 10-entity slope - chart + comment: Lines at width=3, markers at size=14, well-adapted for canvas size - id: VQ-04 name: Color Accessibility score: 2 max: 2 passed: true - comment: Green vs. vermillion are CVD-safe and distinguish well by luminance + comment: Okabe-Ito positions 1 and 2 are CVD-safe with strong luminance contrast - id: VQ-05 name: Layout & Canvas score: 4 max: 4 passed: true - comment: 220px side margins for labels; chart occupies ~72% canvas width, - appropriate for slopegraph + comment: Generous bilateral margins (220px) appropriate for slope chart annotations; + balanced layout - id: VQ-06 name: Axis Labels & Title score: 2 max: 2 passed: true - comment: Y-axis labeled Sales ($K) with units; x-axis uses Q1 2024 / Q4 2024 - tick labels + comment: Y-axis Sales ($K) with units; X-axis time-point tick labels Q1 2024/Q4 + 2024 - id: VQ-07 name: Palette Compliance score: 2 max: 2 passed: true - comment: 'Increases #009E73, decreases #D55E00; backgrounds #FAF8F1 light - / #1A1A17 dark; all chrome theme-adaptive' + comment: 'Background #FAF8F1/#1A1A17 confirmed; first series #009E73, second + #D55E00; chrome fully theme-adaptive' design_excellence: score: 13 max: 20 @@ -105,23 +102,23 @@ review: name: Aesthetic Sophistication score: 5 max: 8 - passed: false - comment: Semantic color coding and warm background above default, but lacks - publication-level polish — no emphasis on standouts + passed: true + comment: Semantic color encoding and inline labels above defaults; not yet + at strong-design level - id: DE-02 name: Visual Refinement score: 4 max: 6 - passed: false - comment: Subtle y-axis grid, no x-axis grid, generous margins; axis lines - retained add slight visual noise + passed: true + comment: X-axis grid hidden, y-axis grid uses rgba token; top/right spines + still visible - id: DE-03 name: Data Storytelling score: 4 max: 6 - passed: false - comment: Green/orange coding immediately communicates direction; crossed lines - reveal rank changes; overall positive trend visible + passed: true + comment: Semantic colors communicate direction immediately; crossing lines + tell rank-change story; no additional size variation for biggest movers spec_compliance: score: 15 max: 15 @@ -131,28 +128,28 @@ review: score: 5 max: 5 passed: true - comment: Correct slopegraph with lines connecting two time points + comment: Correct slope chart/slopegraph with bilateral axes and connecting + lines - id: SC-02 name: Required Features score: 4 max: 4 passed: true - comment: Labels at both endpoints, directional color coding, time-point axis + comment: Labels at both endpoints, direction color coding, time-point axis labels, 10 entities in 5-15 range - id: SC-03 name: Data Mapping score: 3 max: 3 passed: true - comment: X maps to Q1/Q4 time points, Y maps to sales values, all 10 products - visible + comment: X=time points, Y=sales values, all 10 entities visible - id: SC-04 name: Title & Legend score: 3 max: 3 passed: true - comment: Title contains slope-basic · plotly · anyplot.ai; no legend needed - with labeled endpoints + comment: 'Title format correct: slope-basic · plotly · anyplot.ai; inline + labels replace legend appropriately' data_quality: score: 15 max: 15 @@ -162,22 +159,22 @@ review: score: 6 max: 6 passed: true - comment: 7 increasing + 3 decreasing products; shows rank changes, crossing - lines, varied magnitudes + comment: Shows increases, decreases, rank inversions, steep vs gradual changes + — all slope chart features - id: DQ-02 name: Realistic Context score: 5 max: 5 passed: true - comment: Product sales Q1 vs Q4 — neutral tech business scenario, no controversial - content + comment: Tech product quarterly sales comparison — neutral, recognizable business + scenario - id: DQ-03 name: Appropriate Scale score: 4 max: 4 passed: true - comment: Sales $30K-$310K per quarter for tech products is realistic and proportionally - sound + comment: Sales values $30K-$310K plausible for product category quarterly + sales; realistic change percentages code_quality: score: 10 max: 10 @@ -187,32 +184,34 @@ review: score: 3 max: 3 passed: true - comment: Imports → Tokens → Data → Plot → Style → Save; no functions or classes + comment: 'Flat: imports → tokens → data → colors → plot → annotations → layout + → save' - id: CQ-02 name: Reproducibility score: 2 max: 2 passed: true - comment: All data hardcoded and deterministic + comment: All data hardcoded and deterministic; no random seed needed - id: CQ-03 name: Clean Imports score: 2 max: 2 passed: true - comment: Only os and plotly.graph_objects imported, both used + comment: Only os and plotly.graph_objects; both used - id: CQ-04 name: Code Elegance score: 2 max: 2 passed: true - comment: Clean and Pythonic; two annotation loops slightly repetitive but - acceptable + comment: Clean iteration patterns for colors, traces, and annotations; no + over-engineering - id: CQ-05 name: Output & API score: 1 max: 1 passed: true - comment: Saves plot-{THEME}.png and plot-{THEME}.html correctly + comment: Saves plot-{THEME}.png (4800x2700 via scale=3) and plot-{THEME}.html; + correct for plotly library_mastery: score: 7 max: 10 @@ -222,24 +221,24 @@ review: score: 4 max: 5 passed: true - comment: go.Scatter with lines+markers, add_annotation, hovertemplate with - suppression shows Plotly expertise + comment: Proper go.Figure/add_trace pattern with hovertemplate and update_layout; + good idiomatic plotly - id: LM-02 name: Distinctive Features score: 3 max: 5 - passed: false - comment: Interactive hovertemplate with dollar-formatted info and HTML export - via write_html leverages Plotly's web-native capabilities - verdict: REJECTED + passed: true + comment: Interactive hover with hovertemplate and HTML export are genuinely + plotly-distinctive capabilities + verdict: APPROVED impl_tags: dependencies: [] techniques: - annotations - hover-tooltips - html-export - - manual-ticks patterns: + - data-generation - iteration-over-groups dataprep: [] styling: