From 9f374ce2f878194498415235dbdd87e14279b854 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sun, 17 May 2026 10:38:54 +0000 Subject: [PATCH 1/3] chore(plotly): add metadata for ohlc-bar --- .../ohlc-bar/implementations/python/plotly.py | 70 ++++-- plots/ohlc-bar/metadata/python/plotly.yaml | 216 ++---------------- 2 files changed, 62 insertions(+), 224 deletions(-) diff --git a/plots/ohlc-bar/implementations/python/plotly.py b/plots/ohlc-bar/implementations/python/plotly.py index e5fe12cced..b1e126ea32 100644 --- a/plots/ohlc-bar/implementations/python/plotly.py +++ b/plots/ohlc-bar/implementations/python/plotly.py @@ -1,14 +1,34 @@ -""" pyplots.ai +"""anyplot.ai ohlc-bar: OHLC Bar Chart -Library: plotly 6.5.1 | Python 3.13.11 -Quality: 98/100 | Created: 2026-01-08 +Library: plotly | Python 3.13 +Quality: pending | Created: 2026-05-17 """ -import numpy as np -import pandas as pd -import plotly.graph_objects as go +import os +import sys +# Remove current directory from path to avoid naming conflicts +sys.path = [p for p in sys.path if p not in ("", ".", os.path.dirname(__file__))] + +import numpy as np # noqa: E402 +import pandas as pd # noqa: E402 +import plotly.graph_objects as go # noqa: E402 + + +# Theme tokens (see prompts/default-style-guide.md) +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" +GRID = "rgba(26,26,23,0.10)" if THEME == "light" else "rgba(240,239,232,0.10)" + +# Okabe-Ito palette for up/down coloring +BRAND = "#009E73" # Position 1 - bluish green, first series +UP_COLOR = BRAND # Use brand green for up days +DOWN_COLOR = "#D55E00" # Position 2 - vermillion for down days + # Data - Generate realistic stock price data for 45 trading days np.random.seed(42) @@ -44,38 +64,40 @@ high=df["high"], low=df["low"], close=df["close"], - increasing={"line": {"color": "#306998", "width": 2}}, # Python Blue for up bars - decreasing={"line": {"color": "#FFD43B", "width": 2}}, # Python Yellow for down bars + increasing={"line": {"color": UP_COLOR, "width": 2}}, + decreasing={"line": {"color": DOWN_COLOR, "width": 2}}, name="Price", ) ) -# Update layout for 4800x2700 canvas +# Update layout for 4800x2700 canvas with theme-adaptive chrome fig.update_layout( - title={"text": "ohlc-bar · plotly · pyplots.ai", "font": {"size": 32}, "x": 0.5, "xanchor": "center"}, + title={"text": "ohlc-bar · plotly · anyplot.ai", "font": {"size": 28, "color": INK}, "x": 0.5, "xanchor": "center"}, xaxis={ - "title": {"text": "Date", "font": {"size": 24}}, - "tickfont": {"size": 18}, - "gridcolor": "rgba(128, 128, 128, 0.3)", + "title": {"text": "Date", "font": {"size": 22, "color": INK}}, + "tickfont": {"size": 18, "color": INK_SOFT}, + "gridcolor": GRID, "gridwidth": 1, - "rangeslider": {"visible": False}, # Disable range slider for cleaner look + "linecolor": INK_SOFT, + "rangeslider": {"visible": False}, "tickformat": "%b %d", }, yaxis={ - "title": {"text": "Price (USD)", "font": {"size": 24}}, - "tickfont": {"size": 18}, + "title": {"text": "Price (USD)", "font": {"size": 22, "color": INK}}, + "tickfont": {"size": 18, "color": INK_SOFT}, "tickprefix": "$", - "gridcolor": "rgba(128, 128, 128, 0.3)", + "gridcolor": GRID, "gridwidth": 1, + "linecolor": INK_SOFT, + "zerolinecolor": INK_SOFT, }, - template="plotly_white", + paper_bgcolor=PAGE_BG, + plot_bgcolor=PAGE_BG, + font={"color": INK}, showlegend=False, margin={"l": 100, "r": 80, "t": 120, "b": 100}, - plot_bgcolor="white", ) -# Save as PNG (4800x2700 via scale=3) -fig.write_image("plot.png", width=1600, height=900, scale=3) - -# Save interactive HTML version -fig.write_html("plot.html", include_plotlyjs=True, full_html=True) +# Save outputs +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/ohlc-bar/metadata/python/plotly.yaml b/plots/ohlc-bar/metadata/python/plotly.yaml index 5d812b6f18..abfca7b4b3 100644 --- a/plots/ohlc-bar/metadata/python/plotly.yaml +++ b/plots/ohlc-bar/metadata/python/plotly.yaml @@ -1,205 +1,21 @@ +# Per-library metadata for plotly implementation of ohlc-bar +# Auto-generated by impl-generate.yml + library: plotly +language: python specification_id: ohlc-bar created: '2026-01-08T16:03:18Z' -updated: '2026-01-08T16:10:14Z' -generated_by: claude-opus-4-5-20251101 -workflow_run: 20823040719 +updated: '2026-05-17T10:38:54Z' +generated_by: claude-haiku +workflow_run: 25988472109 issue: 3293 -python_version: 3.13.11 -library_version: 6.5.1 -preview_url: https://storage.googleapis.com/anyplot-images/plots/ohlc-bar/plotly/plot.png -preview_html: https://storage.googleapis.com/anyplot-images/plots/ohlc-bar/plotly/plot.html -quality_score: 98 +language_version: 3.13.13 +library_version: 6.7.0 +preview_url_light: https://storage.googleapis.com/anyplot-images/plots/ohlc-bar/python/plotly/plot-light.png +preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/ohlc-bar/python/plotly/plot-dark.png +preview_html_light: https://storage.googleapis.com/anyplot-images/plots/ohlc-bar/python/plotly/plot-light.html +preview_html_dark: https://storage.googleapis.com/anyplot-images/plots/ohlc-bar/python/plotly/plot-dark.html +quality_score: null review: - strengths: - - Excellent use of Plotly native OHLC trace type which handles bar rendering automatically - - Colorblind-safe color scheme using Python signature blue and yellow - - Realistic stock price data generation with proper OHLC relationships - - Clean disabling of range slider for uncluttered static view - - Both PNG and HTML outputs provided for static and interactive use - weaknesses: - - 'Minor: showlegend=False hides legend elements, though reasonable for single-series - OHLC' - image_description: The plot displays an OHLC (Open-High-Low-Close) bar chart showing - 45 trading days of stock price data from early June through late July 2024. Each - bar consists of a vertical line representing the high-low range, with horizontal - ticks on the left for open price and right for close price. Blue bars (#306998, - "Python Blue") indicate up days (close > open) and yellow/gold bars (#FFD43B, - "Python Yellow") indicate down days (close < open). The price ranges from approximately - $125 to $170, showing an overall downward trend from ~$165 in mid-June to ~$130 - by late July. The title "ohlc-bar · plotly · pyplots.ai" is centered at the top - in a large, readable font. The x-axis shows dates formatted as "Mon DD" (e.g., - "Jun 09", "Jul 14") and the y-axis shows "Price (USD)" with dollar-prefixed tick - values. A subtle gray grid (alpha 0.3) aids in reading exact price levels. The - layout is clean with balanced margins, no range slider, and the plot fills the - canvas well. - criteria_checklist: - visual_quality: - score: 38 - max: 40 - items: - - id: VQ-01 - name: Text Legibility - score: 10 - max: 10 - passed: true - comment: Title at 32pt, axis labels at 24pt, ticks at 18pt - all perfectly - readable - - id: VQ-02 - name: No Overlap - score: 8 - max: 8 - passed: true - comment: No overlapping elements, date labels well-spaced - - id: VQ-03 - name: Element Visibility - score: 8 - max: 8 - passed: true - comment: OHLC bars have line width of 2, perfectly visible for 45 data points - - id: VQ-04 - name: Color Accessibility - score: 5 - max: 5 - passed: true - comment: Blue and yellow are colorblind-safe (not red-green) - - id: VQ-05 - name: Layout Balance - score: 5 - max: 5 - passed: true - comment: Plot fills canvas well with balanced margins - - id: VQ-06 - name: Axis Labels - score: 2 - max: 2 - passed: true - comment: Date and Price (USD) with currency units and $ prefix on ticks - - id: VQ-07 - name: Grid & Legend - score: 0 - max: 2 - passed: false - comment: Grid is subtle (alpha 0.3), but showlegend=False hides all legend - elements - spec_compliance: - score: 25 - max: 25 - items: - - id: SC-01 - name: Plot Type - score: 8 - max: 8 - passed: true - comment: Correct OHLC bar chart using Plotly native go.Ohlc trace - - id: SC-02 - name: Data Mapping - score: 5 - max: 5 - passed: true - comment: Date on X, OHLC values correctly mapped - - id: SC-03 - name: Required Features - score: 5 - max: 5 - passed: true - comment: Thin vertical lines, left/right ticks for open/close, color differentiation, - grid lines - - id: SC-04 - name: Data Range - score: 3 - max: 3 - passed: true - comment: All data visible, Y-axis auto-scaled appropriately ($125-$170) - - id: SC-05 - name: Legend Accuracy - score: 2 - max: 2 - passed: true - comment: Legend hidden (appropriate for single series) - - id: SC-06 - name: Title Format - score: 2 - max: 2 - passed: true - comment: 'Correct format: ohlc-bar · 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 bullish and bearish bars, varied intraday ranges, price - trends - - id: DQ-02 - name: Realistic Context - score: 7 - max: 7 - passed: true - comment: Stock price data with realistic daily returns, business days only - - id: DQ-03 - name: Appropriate Scale - score: 5 - max: 5 - passed: true - comment: Price starting at $150, realistic for a stock, 45 trading days - code_quality: - score: 10 - max: 10 - items: - - id: CQ-01 - name: KISS Structure - score: 3 - max: 3 - passed: true - comment: 'Linear flow: imports, data, plot, save - no functions/classes' - - id: CQ-02 - name: Reproducibility - score: 3 - max: 3 - passed: true - comment: np.random.seed(42) ensures reproducibility - - id: CQ-03 - name: Clean Imports - score: 2 - max: 2 - passed: true - comment: Only necessary imports (numpy, pandas, plotly.graph_objects) - - 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: 5 - max: 5 - items: - - id: LF-01 - name: Distinctive Features - score: 5 - max: 5 - passed: true - comment: Uses Plotly native go.Ohlc trace, customizable colors, range slider - control, HTML export - verdict: APPROVED -impl_tags: - dependencies: [] - techniques: - - html-export - patterns: - - data-generation - - iteration-over-groups - dataprep: - - time-series - styling: - - grid-styling + strengths: [] + weaknesses: [] From 79ad77077c7d1e5c9620d8e50d8197675e430b5f Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sun, 17 May 2026 10:41:43 +0000 Subject: [PATCH 2/3] chore(plotly): update quality score 86 and review feedback for ohlc-bar --- .../ohlc-bar/implementations/python/plotly.py | 6 +- plots/ohlc-bar/metadata/python/plotly.yaml | 227 +++++++++++++++++- 2 files changed, 223 insertions(+), 10 deletions(-) diff --git a/plots/ohlc-bar/implementations/python/plotly.py b/plots/ohlc-bar/implementations/python/plotly.py index b1e126ea32..f3d88c8035 100644 --- a/plots/ohlc-bar/implementations/python/plotly.py +++ b/plots/ohlc-bar/implementations/python/plotly.py @@ -1,7 +1,7 @@ -"""anyplot.ai +""" anyplot.ai ohlc-bar: OHLC Bar Chart -Library: plotly | Python 3.13 -Quality: pending | Created: 2026-05-17 +Library: plotly 6.7.0 | Python 3.13.13 +Quality: 86/100 | Updated: 2026-05-17 """ import os diff --git a/plots/ohlc-bar/metadata/python/plotly.yaml b/plots/ohlc-bar/metadata/python/plotly.yaml index abfca7b4b3..2e44696ca3 100644 --- a/plots/ohlc-bar/metadata/python/plotly.yaml +++ b/plots/ohlc-bar/metadata/python/plotly.yaml @@ -1,11 +1,8 @@ -# Per-library metadata for plotly implementation of ohlc-bar -# Auto-generated by impl-generate.yml - library: plotly language: python specification_id: ohlc-bar created: '2026-01-08T16:03:18Z' -updated: '2026-05-17T10:38:54Z' +updated: '2026-05-17T10:41:43Z' generated_by: claude-haiku workflow_run: 25988472109 issue: 3293 @@ -15,7 +12,223 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/ohlc-bar/ preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/ohlc-bar/python/plotly/plot-dark.png preview_html_light: https://storage.googleapis.com/anyplot-images/plots/ohlc-bar/python/plotly/plot-light.html preview_html_dark: https://storage.googleapis.com/anyplot-images/plots/ohlc-bar/python/plotly/plot-dark.html -quality_score: null +quality_score: 86 review: - strengths: [] - weaknesses: [] + strengths: + - Correct use of Plotly's native go.Ohlc() trace for authentic OHLC rendering + - Perfect theme adaptation with all chrome properly switching between light/dark, + matching token specs exactly + - Excellent legibility in both renders with properly-sized fonts (28px title, 22px + axis labels, 18px ticks) + - 'Proper Okabe-Ito palette compliance: #009E73 for up bars, #D55E00 for down bars' + - Clean, reproducible code with np.random.seed(42) and deterministic data generation + - 'Correct output format: plot-{THEME}.png at 4800×2700 (1600×900 × 3scale) plus + plot-{THEME}.html' + weaknesses: + - 'Design excellence is minimal: standard Plotly styling with no custom refinements + (grid, spines, typography hierarchy)' + - No visual storytelling beyond basic color distinction — could emphasize price + trends or movements + - 'Limited interactive features: HTML output could include custom hover templates + with OHLC details' + image_description: |- + Light render (plot-light.png): + Background: Warm off-white (#FAF8F1) as specified. + Chrome: Title "ohlc-bar · plotly · anyplot.ai" in dark INK (#1A1A17), clearly visible. Y-axis label "Price (USD)" and X-axis label "Date" in dark INK, fully readable. Tick labels ($170, $165, etc. and dates like "Jun 09") in secondary INK_SOFT (#4A4A44), excellent contrast. + Data: Green bars (#009E73) for up days, orange bars (#D55E00) for down days. Thin vertical lines represent high-low range; horizontal ticks on left (open) and right (close) are clearly visible. All 45 OHLC bars are distinguishable. Grid lines subtle and properly styled. + Legibility verdict: PASS - All elements fully readable against light background. + + Dark render (plot-dark.png): + Background: Warm near-black (#1A1A17) as specified. + Chrome: Title in light text, clearly visible against dark background. Axis labels in light INK (#F0EFE8), excellent contrast against dark surface. Tick labels in light INK_SOFT (#B8B7B0), fully readable. No dark-on-dark failures detected. + Data: Green (#009E73) and orange (#D55E00) colors identical to light render — only chrome has changed. OHLC bars maintain same structure and visibility. Grid lines visible and properly adapted for dark theme. + Legibility verdict: PASS - All elements fully readable against dark background. Data colors unchanged from light render, confirming proper theme implementation. + criteria_checklist: + visual_quality: + score: 30 + max: 30 + items: + - id: VQ-01 + name: Text Legibility + score: 8 + max: 8 + passed: true + comment: Title 28px, axis labels 22px, tick labels 18px — all readable in + both light and dark renders + - id: VQ-02 + name: No Overlap + score: 6 + max: 6 + passed: true + comment: No overlapping text, well-spaced ticks, proper margins + - id: VQ-03 + name: Element Visibility + score: 6 + max: 6 + passed: true + comment: OHLC bars clearly visible with width=2, all markers distinguishable + - id: VQ-04 + name: Color Accessibility + score: 2 + max: 2 + passed: true + comment: 'Okabe-Ito palette (#009E73, #D55E00), adequate contrast, CVD-safe' + - id: VQ-05 + name: Layout & Canvas + score: 4 + max: 4 + passed: true + comment: Good proportions, generous margins (l=100, r=80, t=120, b=100), nothing + cut off + - id: VQ-06 + name: Axis Labels & Title + score: 2 + max: 2 + passed: true + comment: Title format correct, Y-axis includes units (USD) + - id: VQ-07 + name: Palette Compliance + score: 2 + max: 2 + passed: true + comment: 'First series #009E73, second #D55E00, backgrounds #FAF8F1/#1A1A17 + correct, data colors identical both renders' + design_excellence: + score: 8 + max: 20 + items: + - id: DE-01 + name: Aesthetic Sophistication + score: 4 + max: 8 + passed: false + comment: Professional default styling but no custom palette refinement or + intentional hierarchy beyond color + - id: DE-02 + name: Visual Refinement + score: 2 + max: 6 + passed: false + comment: Standard grid and frame, no custom styling or visual emphasis + - id: DE-03 + name: Data Storytelling + score: 2 + max: 6 + passed: false + comment: Color distinguishes up/down but no visual hierarchy or focal point + beyond basic encoding + spec_compliance: + score: 15 + max: 15 + items: + - id: SC-01 + name: Plot Type + score: 5 + max: 5 + passed: true + comment: Correct OHLC bar chart using go.Ohlc() + - id: SC-02 + name: Required Features + score: 4 + max: 4 + passed: true + comment: Vertical bars (high-low), left tick (open), right tick (close), color + coding (up/down) + - id: SC-03 + name: Data Mapping + score: 3 + max: 3 + passed: true + comment: Date (X), price (Y) correctly mapped with proper range and formatting + - id: SC-04 + name: Title & Legend + score: 3 + max: 3 + passed: true + comment: Title follows format, no legend needed (data self-explanatory) + data_quality: + score: 15 + max: 15 + items: + - id: DQ-01 + name: Feature Coverage + score: 6 + max: 6 + passed: true + comment: All OHLC aspects shown, 45 business days, up/down movements clearly + demonstrated + - id: DQ-02 + name: Realistic Context + score: 5 + max: 5 + passed: true + comment: 45 trading days, $150 base price, realistic volatility, neutral stock + market data + - id: DQ-03 + name: Appropriate Scale + score: 4 + max: 4 + passed: true + comment: Price range $125-$170 realistic, 1-3% intraday volatility appropriate, + axis intervals sensible + code_quality: + score: 10 + max: 10 + items: + - id: CQ-01 + name: KISS Structure + score: 3 + max: 3 + passed: true + comment: Simple linear structure, no unnecessary abstractions + - id: CQ-02 + name: Reproducibility + score: 2 + max: 2 + passed: true + comment: np.random.seed(42) ensures deterministic output + - id: CQ-03 + name: Clean Imports + score: 2 + max: 2 + passed: true + comment: Only used imports, path manipulation to avoid conflicts + - id: CQ-04 + name: Code Elegance + score: 2 + max: 2 + passed: true + comment: Appropriate complexity, no fake UI, uses Plotly idiomatically + - id: CQ-05 + name: Output & API + score: 1 + max: 1 + passed: true + comment: 'Correct file naming: plot-{THEME}.png and plot-{THEME}.html' + library_mastery: + score: 8 + max: 10 + items: + - id: LM-01 + name: Idiomatic Usage + score: 5 + max: 5 + passed: true + comment: Native go.Ohlc() trace is idiomatic approach; proper update_layout() + usage; theme tokens correctly applied + - id: LM-02 + name: Distinctive Features + score: 3 + max: 5 + passed: false + comment: Uses library features appropriately (increasing/decreasing colors) + but could explore custom hover templates + verdict: APPROVED +impl_tags: + dependencies: [] + techniques: + - html-export + patterns: + - data-generation + dataprep: [] + styling: [] From d553246eb89be8a8a3b482f31f040c91968068dd Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sun, 17 May 2026 10:46:50 +0000 Subject: [PATCH 3/3] chore(plotly): update quality score 88 and review feedback for ohlc-bar --- .../ohlc-bar/implementations/python/plotly.py | 2 +- plots/ohlc-bar/metadata/python/plotly.yaml | 130 +++++++++--------- 2 files changed, 67 insertions(+), 65 deletions(-) diff --git a/plots/ohlc-bar/implementations/python/plotly.py b/plots/ohlc-bar/implementations/python/plotly.py index f3d88c8035..5e68417e20 100644 --- a/plots/ohlc-bar/implementations/python/plotly.py +++ b/plots/ohlc-bar/implementations/python/plotly.py @@ -1,7 +1,7 @@ """ anyplot.ai ohlc-bar: OHLC Bar Chart Library: plotly 6.7.0 | Python 3.13.13 -Quality: 86/100 | Updated: 2026-05-17 +Quality: 88/100 | Updated: 2026-05-17 """ import os diff --git a/plots/ohlc-bar/metadata/python/plotly.yaml b/plots/ohlc-bar/metadata/python/plotly.yaml index 2e44696ca3..f69981d45f 100644 --- a/plots/ohlc-bar/metadata/python/plotly.yaml +++ b/plots/ohlc-bar/metadata/python/plotly.yaml @@ -2,7 +2,7 @@ library: plotly language: python specification_id: ohlc-bar created: '2026-01-08T16:03:18Z' -updated: '2026-05-17T10:41:43Z' +updated: '2026-05-17T10:46:50Z' generated_by: claude-haiku workflow_run: 25988472109 issue: 3293 @@ -12,37 +12,39 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/ohlc-bar/ preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/ohlc-bar/python/plotly/plot-dark.png preview_html_light: https://storage.googleapis.com/anyplot-images/plots/ohlc-bar/python/plotly/plot-light.html preview_html_dark: https://storage.googleapis.com/anyplot-images/plots/ohlc-bar/python/plotly/plot-dark.html -quality_score: 86 +quality_score: 88 review: strengths: - - Correct use of Plotly's native go.Ohlc() trace for authentic OHLC rendering - - Perfect theme adaptation with all chrome properly switching between light/dark, - matching token specs exactly - - Excellent legibility in both renders with properly-sized fonts (28px title, 22px - axis labels, 18px ticks) - - 'Proper Okabe-Ito palette compliance: #009E73 for up bars, #D55E00 for down bars' - - Clean, reproducible code with np.random.seed(42) and deterministic data generation - - 'Correct output format: plot-{THEME}.png at 4800×2700 (1600×900 × 3scale) plus - plot-{THEME}.html' + - 'Perfect visual quality: explicit font sizes (title 28px, labels 22px, ticks 18px), + proper theme-adaptive chrome in both renders, zero overlapping elements' + - 'Excellent specification compliance: uses Plotly''s native go.Ohlc() correctly + with all required features (high-low bars, open/close ticks, color differentiation, + grid)' + - Clean, reproducible code with np.random.seed(42) and deterministic data; linear + KISS structure + - 'Realistic, feature-rich data: 45 trading days of stock prices demonstrating both + up-bars (green #009E73) and down-bars (orange #D55E00)' + - Idiomatic Plotly usage leveraging native OHLC trace—distinctive feature not easily + replicated in other libraries weaknesses: - - 'Design excellence is minimal: standard Plotly styling with no custom refinements - (grid, spines, typography hierarchy)' - - No visual storytelling beyond basic color distinction — could emphasize price - trends or movements - - 'Limited interactive features: HTML output could include custom hover templates - with OHLC details' + - 'Design excellence is modest: well-configured defaults without exceptional aesthetic + touches or custom styling (typical for Attempt 2)' + - 'Data storytelling minimal: plot displays data with color encoding but lacks visual + hierarchy or narrative emphasis to guide insight' image_description: |- Light render (plot-light.png): - Background: Warm off-white (#FAF8F1) as specified. - Chrome: Title "ohlc-bar · plotly · anyplot.ai" in dark INK (#1A1A17), clearly visible. Y-axis label "Price (USD)" and X-axis label "Date" in dark INK, fully readable. Tick labels ($170, $165, etc. and dates like "Jun 09") in secondary INK_SOFT (#4A4A44), excellent contrast. - Data: Green bars (#009E73) for up days, orange bars (#D55E00) for down days. Thin vertical lines represent high-low range; horizontal ticks on left (open) and right (close) are clearly visible. All 45 OHLC bars are distinguishable. Grid lines subtle and properly styled. - Legibility verdict: PASS - All elements fully readable against light background. + Background: Warm off-white (#FAF8F1) - correct, not pure white + Chrome: Title "ohlc-bar · plotly · anyplot.ai" (28px, dark text), axis labels "Date" and "Price (USD)" (22px), tick labels in readable format (18px) + Data: OHLC bars showing 45 trading days of stock data; up-bars in brand green (#009E73), down-bars in vermillion (#D55E00); thin 2px vertical lines for high-low range, left/right ticks for open/close + Grid: Subtle (~10% opacity) gridlines aid price level reading + Legibility verdict: PASS - All text clearly readable, no overlap, no light-on-light issues Dark render (plot-dark.png): - Background: Warm near-black (#1A1A17) as specified. - Chrome: Title in light text, clearly visible against dark background. Axis labels in light INK (#F0EFE8), excellent contrast against dark surface. Tick labels in light INK_SOFT (#B8B7B0), fully readable. No dark-on-dark failures detected. - Data: Green (#009E73) and orange (#D55E00) colors identical to light render — only chrome has changed. OHLC bars maintain same structure and visibility. Grid lines visible and properly adapted for dark theme. - Legibility verdict: PASS - All elements fully readable against dark background. Data colors unchanged from light render, confirming proper theme implementation. + Background: Warm near-black (#1A1A17) - correct, not pure black + Chrome: Same title and labels, now in light text (F0EFE8 for title, B8B7B0 for ticks) against dark background, all clearly visible + Data: IDENTICAL colors to light render - up-bars remain #009E73 (green), down-bars remain #D55E00 (orange); only chrome has adapted to dark theme + Grid: Subtle gridlines adapted to dark theme + Legibility verdict: PASS - All text clearly readable in light color, no dark-on-dark failures, brand green vibrant and visible criteria_checklist: visual_quality: score: 30 @@ -53,46 +55,48 @@ review: score: 8 max: 8 passed: true - comment: Title 28px, axis labels 22px, tick labels 18px — all readable in - both light and dark renders + comment: Title 28px, axis labels 22px, tick labels 18px; explicitly set, perfect + readability in both themes - id: VQ-02 name: No Overlap score: 6 max: 6 passed: true - comment: No overlapping text, well-spaced ticks, proper margins + comment: Date labels well-spaced with %b %d format; no overlapping elements - id: VQ-03 name: Element Visibility score: 6 max: 6 passed: true - comment: OHLC bars clearly visible with width=2, all markers distinguishable + comment: OHLC bars optimally visible for 45 data points; 2px line width appropriate + for density - id: VQ-04 name: Color Accessibility score: 2 max: 2 passed: true - comment: 'Okabe-Ito palette (#009E73, #D55E00), adequate contrast, CVD-safe' + comment: 'Okabe-Ito colors #009E73 and #D55E00 CVD-safe with excellent luminance + contrast' - id: VQ-05 name: Layout & Canvas score: 4 max: 4 passed: true - comment: Good proportions, generous margins (l=100, r=80, t=120, b=100), nothing - cut off + comment: Plot fills 50-70% of canvas; balanced margins (l:100, r:80, t:120, + b:100); no wasted space - id: VQ-06 name: Axis Labels & Title score: 2 max: 2 passed: true - comment: Title format correct, Y-axis includes units (USD) + comment: 'Descriptive labels: ''Date'' and ''Price (USD)'' with units' - id: VQ-07 name: Palette Compliance score: 2 max: 2 passed: true - comment: 'First series #009E73, second #D55E00, backgrounds #FAF8F1/#1A1A17 - correct, data colors identical both renders' + comment: 'First series #009E73✓; second #D55E00✓; backgrounds #FAF8F1 light/#1A1A17 + dark✓; theme-adaptive chrome perfect✓' design_excellence: score: 8 max: 20 @@ -102,21 +106,22 @@ review: score: 4 max: 8 passed: false - comment: Professional default styling but no custom palette refinement or - intentional hierarchy beyond color + comment: Well-configured Plotly defaults with correct Okabe-Ito palette; lacks + exceptional design touches - id: DE-02 name: Visual Refinement score: 2 max: 6 passed: false - comment: Standard grid and frame, no custom styling or visual emphasis + comment: Library defaults with explicit chrome configuration; minimal additional + customization - id: DE-03 name: Data Storytelling score: 2 max: 6 passed: false - comment: Color distinguishes up/down but no visual hierarchy or focal point - beyond basic encoding + comment: Color encodes up/down direction; no visual hierarchy or narrative + emphasis to guide insight spec_compliance: score: 15 max: 15 @@ -126,26 +131,26 @@ review: score: 5 max: 5 passed: true - comment: Correct OHLC bar chart using go.Ohlc() + comment: Correct OHLC using go.Ohlc() native trace; all subtypes present - id: SC-02 name: Required Features score: 4 max: 4 passed: true - comment: Vertical bars (high-low), left tick (open), right tick (close), color - coding (up/down) + comment: High-low bars✓, open/close ticks✓, color differentiation✓, grid✓ - id: SC-03 name: Data Mapping score: 3 max: 3 passed: true - comment: Date (X), price (Y) correctly mapped with proper range and formatting + comment: X-axis dates, Y-axis prices; axes show full data range - id: SC-04 name: Title & Legend score: 3 max: 3 passed: true - comment: Title follows format, no legend needed (data self-explanatory) + comment: Title format 'ohlc-bar · plotly · anyplot.ai' correct; legend omitted + (appropriate for single series) data_quality: score: 15 max: 15 @@ -155,22 +160,21 @@ review: score: 6 max: 6 passed: true - comment: All OHLC aspects shown, 45 business days, up/down movements clearly - demonstrated + comment: Shows both up-bars (green) and down-bars (orange) with realistic + OHLC relationships - id: DQ-02 name: Realistic Context score: 5 max: 5 passed: true - comment: 45 trading days, $150 base price, realistic volatility, neutral stock - market data + comment: Stock price scenario; Jun-Jul 2024 timeframe; neutral, comprehensible + domain - id: DQ-03 name: Appropriate Scale score: 4 max: 4 passed: true - comment: Price range $125-$170 realistic, 1-3% intraday volatility appropriate, - axis intervals sensible + comment: Base $150, daily returns ~0.1%, intraday volatility 1-3%—all realistic code_quality: score: 10 max: 10 @@ -180,7 +184,7 @@ review: score: 3 max: 3 passed: true - comment: Simple linear structure, no unnecessary abstractions + comment: 'Linear flow: imports → theme setup → data → plot → save' - id: CQ-02 name: Reproducibility score: 2 @@ -192,21 +196,21 @@ review: score: 2 max: 2 passed: true - comment: Only used imports, path manipulation to avoid conflicts + comment: 'All imports used: os, sys, numpy, pandas, plotly' - id: CQ-04 name: Code Elegance score: 2 max: 2 passed: true - comment: Appropriate complexity, no fake UI, uses Plotly idiomatically + comment: Clean, Pythonic, appropriate complexity; no fake UI or over-engineering - id: CQ-05 name: Output & API score: 1 max: 1 passed: true - comment: 'Correct file naming: plot-{THEME}.png and plot-{THEME}.html' + comment: Saves plot-{THEME}.png and plot-{THEME}.html correctly library_mastery: - score: 8 + score: 10 max: 10 items: - id: LM-01 @@ -214,21 +218,19 @@ review: score: 5 max: 5 passed: true - comment: Native go.Ohlc() trace is idiomatic approach; proper update_layout() - usage; theme tokens correctly applied + comment: Expert use of go.Figure() + go.Ohlc(); proper layout with theme tokens - id: LM-02 name: Distinctive Features - score: 3 + score: 5 max: 5 - passed: false - comment: Uses library features appropriately (increasing/decreasing colors) - but could explore custom hover templates + passed: true + comment: Plotly's native OHLC trace—distinctive feature not easily replicated verdict: APPROVED impl_tags: dependencies: [] - techniques: - - html-export + techniques: [] patterns: - data-generation + - time-series dataprep: [] styling: []