From 35bcbd6dfc769040fbb6893353d49867d9d61b40 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sat, 5 Sep 2026 14:06:51 +0000 Subject: [PATCH 1/5] feat(makie): implement scatter-color-mapped --- .../implementations/julia/makie.jl | 79 +++++++++++++++++++ 1 file changed, 79 insertions(+) create mode 100644 plots/scatter-color-mapped/implementations/julia/makie.jl diff --git a/plots/scatter-color-mapped/implementations/julia/makie.jl b/plots/scatter-color-mapped/implementations/julia/makie.jl new file mode 100644 index 00000000000..efa71db831c --- /dev/null +++ b/plots/scatter-color-mapped/implementations/julia/makie.jl @@ -0,0 +1,79 @@ +# anyplot.ai +# scatter-color-mapped: Color-Mapped Scatter Plot +# Library: Makie.jl 0.21 | Julia 1.11 +# Quality: pending | Created: 2026-09-05 + +using CairoMakie +using Colors +using Random + +Random.seed!(42) + +# --- Theme tokens ----------------------------------------------------------- +const THEME = get(ENV, "ANYPLOT_THEME", "light") +const PAGE_BG = THEME == "light" ? colorant"#FAF8F1" : colorant"#1A1A17" +const INK = THEME == "light" ? colorant"#1A1A17" : colorant"#F0EFE8" +const INK_SOFT = THEME == "light" ? colorant"#4A4A44" : colorant"#B8B7B0" +const IMPRINT_SEQ = cgrad([colorant"#009E73", colorant"#4467A3"]) + +# --- Data --------------------------------------------------------------- +n = 250 +easting = rand(n) .* 120 # meters east of survey origin +northing = rand(n) .* 80 # meters north of survey origin +concentration = 40.0 .+ 25.0 .* (easting ./ 120) .+ 10.0 .* sin.(northing ./ 12) .+ 15.0 .* randn(n) +concentration = clamp.(concentration, 5.0, 100.0) + +# --- Plot ----------------------------------------------------------------- +fig = Figure( + size = (1600, 900), + fontsize = 14, + backgroundcolor = PAGE_BG, +) + +ax = Axis( + fig[1, 1]; + title = "scatter-color-mapped · julia · makie · anyplot.ai", + titlesize = 20, + titlecolor = INK, + xlabel = "Easting (m)", + ylabel = "Northing (m)", + xlabelsize = 14, + ylabelsize = 14, + xlabelcolor = INK, + ylabelcolor = INK, + xticklabelsize = 12, + yticklabelsize = 12, + xticklabelcolor = INK_SOFT, + yticklabelcolor = INK_SOFT, + xtickcolor = INK_SOFT, + ytickcolor = INK_SOFT, + backgroundcolor = PAGE_BG, + topspinevisible = false, + rightspinevisible = false, + leftspinecolor = INK_SOFT, + bottomspinecolor = INK_SOFT, + xgridcolor = RGBAf(INK.r, INK.g, INK.b, 0.15), + ygridcolor = RGBAf(INK.r, INK.g, INK.b, 0.15), +) + +sc = scatter!( + ax, easting, northing; + color = concentration, + colormap = IMPRINT_SEQ, + markersize = 16, + strokewidth = 0.75, + strokecolor = PAGE_BG, +) + +Colorbar( + fig[1, 2], sc; + label = "Mineral Concentration (ppm)", + labelsize = 14, + labelcolor = INK, + ticklabelsize = 12, + ticklabelcolor = INK_SOFT, + tickcolor = INK_SOFT, +) + +# --- Save ------------------------------------------------------------------- +save("plot-$(THEME).png", fig; px_per_unit = 2) From 0036f06a32b8ef0b2b36080c0beb628f93d61fb0 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sat, 5 Sep 2026 14:07:03 +0000 Subject: [PATCH 2/5] chore(makie): add metadata for scatter-color-mapped --- .../metadata/julia/makie.yaml | 21 +++++++++++++++++++ 1 file changed, 21 insertions(+) create mode 100644 plots/scatter-color-mapped/metadata/julia/makie.yaml diff --git a/plots/scatter-color-mapped/metadata/julia/makie.yaml b/plots/scatter-color-mapped/metadata/julia/makie.yaml new file mode 100644 index 00000000000..abfcc43f2aa --- /dev/null +++ b/plots/scatter-color-mapped/metadata/julia/makie.yaml @@ -0,0 +1,21 @@ +# Per-library metadata for makie implementation of scatter-color-mapped +# Auto-generated by impl-generate.yml + +library: makie +language: julia +specification_id: scatter-color-mapped +created: '2026-09-05T14:07:02Z' +updated: '2026-09-05T14:07:02Z' +generated_by: claude-sonnet +workflow_run: 33970269271 +issue: 2004 +language_version: 1.11.9 +library_version: 0.21.9 +preview_url_light: https://storage.googleapis.com/anyplot-images/plots/scatter-color-mapped/julia/makie/plot-light.png +preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/scatter-color-mapped/julia/makie/plot-dark.png +preview_html_light: null +preview_html_dark: null +quality_score: null +review: + strengths: [] + weaknesses: [] From 118de8ec1d66714cf213b587bdabd3bef8ab5b68 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sat, 5 Sep 2026 14:11:48 +0000 Subject: [PATCH 3/5] chore(makie): update quality score 85 and review feedback for scatter-color-mapped --- .../implementations/julia/makie.jl | 4 +- .../metadata/julia/makie.yaml | 241 +++++++++++++++++- 2 files changed, 236 insertions(+), 9 deletions(-) diff --git a/plots/scatter-color-mapped/implementations/julia/makie.jl b/plots/scatter-color-mapped/implementations/julia/makie.jl index efa71db831c..9a67ff23869 100644 --- a/plots/scatter-color-mapped/implementations/julia/makie.jl +++ b/plots/scatter-color-mapped/implementations/julia/makie.jl @@ -1,7 +1,7 @@ # anyplot.ai # scatter-color-mapped: Color-Mapped Scatter Plot -# Library: Makie.jl 0.21 | Julia 1.11 -# Quality: pending | Created: 2026-09-05 +# Library: makie 0.21.9 | Julia 1.11.9 +# Quality: 85/100 | Created: 2026-09-05 using CairoMakie using Colors diff --git a/plots/scatter-color-mapped/metadata/julia/makie.yaml b/plots/scatter-color-mapped/metadata/julia/makie.yaml index abfcc43f2aa..a84f295453f 100644 --- a/plots/scatter-color-mapped/metadata/julia/makie.yaml +++ b/plots/scatter-color-mapped/metadata/julia/makie.yaml @@ -1,11 +1,8 @@ -# Per-library metadata for makie implementation of scatter-color-mapped -# Auto-generated by impl-generate.yml - library: makie language: julia specification_id: scatter-color-mapped created: '2026-09-05T14:07:02Z' -updated: '2026-09-05T14:07:02Z' +updated: '2026-09-05T14:11:48Z' generated_by: claude-sonnet workflow_run: 33970269271 issue: 2004 @@ -15,7 +12,237 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/scatter-c preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/scatter-color-mapped/julia/makie/plot-dark.png preview_html_light: null preview_html_dark: null -quality_score: null +quality_score: 85 review: - strengths: [] - weaknesses: [] + strengths: + - Correct Imprint sequential colormap (brand green → blue) built with cgrad and + bound directly to the Colorbar via the scatter plot object, the idiomatic Makie + pattern + - Theme-adaptive chrome is threaded through every element (title, axis labels, ticks, + spines, grid, colorbar) and is correct in both the light and dark renders + - Marker halo (strokecolor = PAGE_BG, strokewidth = 0.75) is a thoughtful theme-adaptive + touch that separates overlapping points without adding a fixed color + - Clean KISS script structure, reproducible via Random.seed!(42), correct canonical + title format, and exact 3200×1800 canvas size + - Realistic, neutral geoscience scenario (mineral concentration over a survey grid) + with sensible units and value ranges + weaknesses: + - 'Data storytelling is minimal (DE-03): the engineered easting-based concentration + gradient is present in the data but not visually emphasized — consider a subtle + annotation, callout, or slightly stronger visual hierarchy so the viewer immediately + sees the spatial trend' + - A handful of marker pairs overlap in dense clusters (e.g. near easting~15/northing~75 + and easting~90/northing~62); consider a touch of alpha (<1) alongside the existing + stroke halo to better handle overlap, per the spec's own note to 'consider transparency + if points overlap significantly' + - Library Mastery is only generically Makie-idiomatic — the scatter+Colorbar pairing + could use in the same way in most libraries; leverage a more Makie-distinctive + feature (e.g. layout/grid customization, `axislegend`, or a Makie-specific recipe) + to better showcase the library + - Aesthetic sophistication (DE-01) reads as a well-configured, compliant default + rather than a design with clear intentional hierarchy — consider a stronger focal + point or refined typography pass + image_description: |- + Light render (plot-light.png): + Background: Warm off-white (~#FAF8F1), not pure white and not dark. + Chrome: Title "scatter-color-mapped · julia · makie · anyplot.ai" in bold dark ink at top; "Easting (m)" and "Northing (m)" axis labels in dark ink; tick labels and colorbar ticks in a softer dark-gray ink; subtle light-gray gridlines on both axes; top/right spines removed, left/bottom kept. + Data: 250 scatter points colored on the Imprint sequential scale from brand green (#009E73, low concentration) to blue (#4467A3, high concentration), each with a thin off-white halo stroke that separates touching points from the background and from each other. Colorbar on the right labeled "Mineral Concentration (ppm)" with ticks 20-100. + Legibility verdict: PASS - all title, axis, tick, and colorbar text is clearly readable against the light background. + + Dark render (plot-dark.png): + Background: Warm near-black (~#1A1A17), not pure black and not light. + Chrome: Same title, axis labels, and colorbar label now in light ink (~#F0EFE8); tick labels in a softer light-gray ink; gridlines are the same subtle style but light-colored to match the dark surface; spines follow the same L-shaped pattern. + Data: Identical green-to-blue data colors as the light render, with the marker halo stroke now drawn in the dark page color, confirming only the chrome (not the data colors) flips between themes. + Legibility verdict: PASS - no dark-on-dark or light-on-light failures observed; all text remains clearly legible against the dark background. + criteria_checklist: + visual_quality: + score: 28 + max: 30 + items: + - id: VQ-01 + name: Text Legibility + score: 7 + max: 8 + passed: true + comment: All font sizes explicitly set; readable in both themes; title fits + without clipping + - id: VQ-02 + name: No Overlap + score: 6 + max: 6 + passed: true + comment: No text overlap in either render + - id: VQ-03 + name: Element Visibility + score: 5 + max: 6 + passed: true + comment: Markersize 16 with halo stroke works well for n=250, but a few dense + clusters overlap + - id: VQ-04 + name: Color Accessibility + score: 2 + max: 2 + passed: true + comment: Green-to-blue sequential scale is CVD-safe and has good contrast + - id: VQ-05 + name: Layout & Canvas + score: 4 + max: 4 + passed: true + comment: Balanced margins, correct 3200x1800 canvas, nothing cut off + - id: VQ-06 + name: Axis Labels & Title + score: 2 + max: 2 + passed: true + comment: Easting (m) / Northing (m) are descriptive with units + - id: VQ-07 + name: Palette Compliance + score: 2 + max: 2 + passed: true + comment: imprint_seq colormap used correctly for single-polarity data; theme-correct + chrome in both renders + design_excellence: + score: 10 + max: 20 + items: + - id: DE-01 + name: Aesthetic Sophistication + score: 4 + max: 8 + passed: false + comment: Well-configured, style-guide-compliant look; halo stroke is a nice + touch but overall reads as a competent default rather than a distinctive + design + - id: DE-02 + name: Visual Refinement + score: 4 + max: 6 + passed: true + comment: Spines removed, subtle grid, theme-adaptive marker halo show attention + to detail + - id: DE-03 + name: Data Storytelling + score: 2 + max: 6 + passed: false + comment: The engineered spatial gradient in the data is not visually emphasized; + viewer must find the trend themselves + spec_compliance: + score: 15 + max: 15 + items: + - id: SC-01 + name: Plot Type + score: 5 + max: 5 + passed: true + comment: Correct color-mapped scatter plot + - id: SC-02 + name: Required Features + score: 4 + max: 4 + passed: true + comment: Colorbar with clear label, perceptually-appropriate colormap, moderate + marker size + - id: SC-03 + name: Data Mapping + score: 3 + max: 3 + passed: true + comment: x=Easting, y=Northing, color=concentration, all data visible + - id: SC-04 + name: Title & Legend + score: 3 + max: 3 + passed: true + comment: Title matches the canonical format exactly; no separate legend needed + (colorbar substitutes) + data_quality: + score: 15 + max: 15 + items: + - id: DQ-01 + name: Feature Coverage + score: 6 + max: 6 + passed: true + comment: Full concentration range 5-100ppm with realistic spatial variation + is shown + - id: DQ-02 + name: Realistic Context + score: 5 + max: 5 + passed: true + comment: Neutral, plausible mineral-survey geoscience scenario + - id: DQ-03 + name: Appropriate Scale + score: 4 + max: 4 + passed: true + comment: Easting/northing extents and ppm values are sensible for the domain + code_quality: + score: 10 + max: 10 + items: + - id: CQ-01 + name: KISS Structure + score: 3 + max: 3 + passed: true + comment: Imports -> data -> plot -> save, no functions/classes + - id: CQ-02 + name: Reproducibility + score: 2 + max: 2 + passed: true + comment: Random.seed!(42) + - id: CQ-03 + name: Clean Imports + score: 2 + max: 2 + passed: true + comment: CairoMakie, Colors, Random all used + - id: CQ-04 + name: Code Elegance + score: 2 + max: 2 + passed: true + comment: Appropriate complexity, no fake functionality + - id: CQ-05 + name: Output & API + score: 1 + max: 1 + passed: true + comment: save("plot-$(THEME).png", fig; px_per_unit = 2), current API + library_mastery: + score: 7 + max: 10 + items: + - id: LM-01 + name: Idiomatic Usage + score: 5 + max: 5 + passed: true + comment: Figure/Axis/scatter!/Colorbar with the plot object bound directly + to Colorbar is the idiomatic Makie pattern + - id: LM-02 + name: Distinctive Features + score: 2 + max: 5 + passed: false + comment: Generic scatter+colorbar usage; no feature unique to Makie beyond + the standard pattern + verdict: REJECTED +impl_tags: + dependencies: [] + techniques: + - colorbar + patterns: + - data-generation + dataprep: [] + styling: + - custom-colormap + - edge-highlighting From 4d119e156949d1e9ffc3984d8972d487b8c56dda Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sat, 5 Sep 2026 14:16:46 +0000 Subject: [PATCH 4/5] fix(makie): address review feedback for scatter-color-mapped Attempt 1/4 - fixes based on AI review --- .../implementations/julia/makie.jl | 19 ++++++++++++++++++- 1 file changed, 18 insertions(+), 1 deletion(-) diff --git a/plots/scatter-color-mapped/implementations/julia/makie.jl b/plots/scatter-color-mapped/implementations/julia/makie.jl index 9a67ff23869..9b4e9d1404d 100644 --- a/plots/scatter-color-mapped/implementations/julia/makie.jl +++ b/plots/scatter-color-mapped/implementations/julia/makie.jl @@ -20,8 +20,16 @@ const IMPRINT_SEQ = cgrad([colorant"#009E73", colorant"#4467A3"]) n = 250 easting = rand(n) .* 120 # meters east of survey origin northing = rand(n) .* 80 # meters north of survey origin -concentration = 40.0 .+ 25.0 .* (easting ./ 120) .+ 10.0 .* sin.(northing ./ 12) .+ 15.0 .* randn(n) +trend(e, no) = 40.0 + 25.0 * (e / 120) + 10.0 * sin(no / 12) # deterministic spatial gradient +concentration = trend.(easting, northing) .+ 15.0 .* randn(n) concentration = clamp.(concentration, 5.0, 100.0) +color_range = (5.0, 100.0) + +# Smooth backdrop of the underlying spatial trend (noise-free) so the +# eastward concentration gradient reads at a glance, not only via the colorbar. +trend_xs = range(0.0, 120.0; length = 60) +trend_ys = range(0.0, 80.0; length = 40) +trend_zs = [trend(e, no) for e in trend_xs, no in trend_ys] # --- Plot ----------------------------------------------------------------- fig = Figure( @@ -56,11 +64,20 @@ ax = Axis( ygridcolor = RGBAf(INK.r, INK.g, INK.b, 0.15), ) +heatmap!( + ax, trend_xs, trend_ys, trend_zs; + colormap = IMPRINT_SEQ, + colorrange = extrema(trend_zs), + alpha = 0.18, +) + sc = scatter!( ax, easting, northing; color = concentration, colormap = IMPRINT_SEQ, + colorrange = color_range, markersize = 16, + alpha = 0.85, strokewidth = 0.75, strokecolor = PAGE_BG, ) From 746a4c18f766605dab36b418a3d723df874396e0 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sat, 5 Sep 2026 14:40:10 +0000 Subject: [PATCH 5/5] chore(makie): update quality score 92 and review feedback for scatter-color-mapped --- .../implementations/julia/makie.jl | 2 +- .../metadata/julia/makie.yaml | 175 +++++++++--------- 2 files changed, 90 insertions(+), 87 deletions(-) diff --git a/plots/scatter-color-mapped/implementations/julia/makie.jl b/plots/scatter-color-mapped/implementations/julia/makie.jl index 9b4e9d1404d..9223eee77c4 100644 --- a/plots/scatter-color-mapped/implementations/julia/makie.jl +++ b/plots/scatter-color-mapped/implementations/julia/makie.jl @@ -1,7 +1,7 @@ # anyplot.ai # scatter-color-mapped: Color-Mapped Scatter Plot # Library: makie 0.21.9 | Julia 1.11.9 -# Quality: 85/100 | Created: 2026-09-05 +# Quality: 92/100 | Created: 2026-09-05 using CairoMakie using Colors diff --git a/plots/scatter-color-mapped/metadata/julia/makie.yaml b/plots/scatter-color-mapped/metadata/julia/makie.yaml index a84f295453f..b33e7a32d11 100644 --- a/plots/scatter-color-mapped/metadata/julia/makie.yaml +++ b/plots/scatter-color-mapped/metadata/julia/makie.yaml @@ -2,7 +2,7 @@ library: makie language: julia specification_id: scatter-color-mapped created: '2026-09-05T14:07:02Z' -updated: '2026-09-05T14:11:48Z' +updated: '2026-09-05T14:40:09Z' generated_by: claude-sonnet workflow_run: 33970269271 issue: 2004 @@ -12,51 +12,51 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/scatter-c preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/scatter-color-mapped/julia/makie/plot-dark.png preview_html_light: null preview_html_dark: null -quality_score: 85 +quality_score: 92 review: strengths: - - Correct Imprint sequential colormap (brand green → blue) built with cgrad and - bound directly to the Colorbar via the scatter plot object, the idiomatic Makie - pattern - - Theme-adaptive chrome is threaded through every element (title, axis labels, ticks, - spines, grid, colorbar) and is correct in both the light and dark renders - - Marker halo (strokecolor = PAGE_BG, strokewidth = 0.75) is a thoughtful theme-adaptive - touch that separates overlapping points without adding a fixed color - - Clean KISS script structure, reproducible via Random.seed!(42), correct canonical - title format, and exact 3200×1800 canvas size + - Marker alpha (0.85) added exactly as the spec's own note suggests ("consider transparency + if points overlap significantly"), softening the previously flagged overlapping + clusters + - New translucent heatmap backdrop of the noise-free spatial trend gives the plot + an immediate, at-a-glance sense of the eastward concentration gradient, directly + resolving the prior review's DE-03 (no visual hierarchy) weakness + - Colorbar bound directly to the scatter plot object (`Colorbar(fig[1,2], sc; ...)`), + the idiomatic Makie pattern + - Theme-adaptive chrome (title, axis labels, ticks, spines, grid, colorbar, marker + halo) correctly threaded through every element in both renders, confirmed by an + independent re-render of the exact commit + - Clean KISS structure, reproducible via `Random.seed!(42)`, correct canonical title, + exact 3200x1800 canvas - Realistic, neutral geoscience scenario (mineral concentration over a survey grid) - with sensible units and value ranges + with sensible units and ranges weaknesses: - - 'Data storytelling is minimal (DE-03): the engineered easting-based concentration - gradient is present in the data but not visually emphasized — consider a subtle - annotation, callout, or slightly stronger visual hierarchy so the viewer immediately - sees the spatial trend' - - A handful of marker pairs overlap in dense clusters (e.g. near easting~15/northing~75 - and easting~90/northing~62); consider a touch of alpha (<1) alongside the existing - stroke halo to better handle overlap, per the spec's own note to 'consider transparency - if points overlap significantly' - - Library Mastery is only generically Makie-idiomatic — the scatter+Colorbar pairing - could use in the same way in most libraries; leverage a more Makie-distinctive - feature (e.g. layout/grid customization, `axislegend`, or a Makie-specific recipe) - to better showcase the library - - Aesthetic sophistication (DE-01) reads as a well-configured, compliant default - rather than a design with clear intentional hierarchy — consider a stronger focal - point or refined typography pass + - The new heatmap backdrop uses colorrange = extrema(trend_zs) while the scatter/colorbar + use a fixed colorrange = (5.0, 100.0) -- both layers share the same IMPRINT_SEQ + colormap and the figure exposes only one Colorbar (bound to the scatter), so identical-looking + backdrop and marker hues do not necessarily represent the same Mineral Concentration + (ppm) value. A careful viewer could misread the backdrop as being calibrated to + the visible colorbar. + - A handful of marker pairs still visually touch in the densest clusters even with + alpha=0.85; a slightly smaller markersize (~14) in those regions would fully resolve + it image_description: |- - Light render (plot-light.png): - Background: Warm off-white (~#FAF8F1), not pure white and not dark. - Chrome: Title "scatter-color-mapped · julia · makie · anyplot.ai" in bold dark ink at top; "Easting (m)" and "Northing (m)" axis labels in dark ink; tick labels and colorbar ticks in a softer dark-gray ink; subtle light-gray gridlines on both axes; top/right spines removed, left/bottom kept. - Data: 250 scatter points colored on the Imprint sequential scale from brand green (#009E73, low concentration) to blue (#4467A3, high concentration), each with a thin off-white halo stroke that separates touching points from the background and from each other. Colorbar on the right labeled "Mineral Concentration (ppm)" with ticks 20-100. - Legibility verdict: PASS - all title, axis, tick, and colorbar text is clearly readable against the light background. + NOTE ON ARTIFACTS: The plot_images/plot-light.png and plot_images/plot-dark.png supplied for this review attempt were verified (via pixel diffing) to be stale -- they match the attempt-1 code (commit 118de8ec1, pre-fix: no heatmap backdrop, no marker alpha) rather than the current attempt-2 code (commit 4d119e156). To review the actual PR content, the implementation was independently re-executed with Julia 1.11.9 against the repo's own Project.toml/Manifest.toml (which pins julia_version = "1.11.9" and Makie 0.21.9, matching the file header), producing byte-for-byte-consistent renders for both themes. The description and scoring below are based on that verified, correct rendering of the current code -- NOT the stale plot_images/ files. This is a workflow/CI artifact-refresh issue (impl-review.yml did not regenerate plot_images after the impl-repair commit), not an implementation defect -- no code change is warranted for this in the .jl file. - Dark render (plot-dark.png): - Background: Warm near-black (~#1A1A17), not pure black and not light. - Chrome: Same title, axis labels, and colorbar label now in light ink (~#F0EFE8); tick labels in a softer light-gray ink; gridlines are the same subtle style but light-colored to match the dark surface; spines follow the same L-shaped pattern. - Data: Identical green-to-blue data colors as the light render, with the marker halo stroke now drawn in the dark page color, confirming only the chrome (not the data colors) flips between themes. - Legibility verdict: PASS - no dark-on-dark or light-on-light failures observed; all text remains clearly legible against the dark background. + Light render (verified plot-light.png, current code): + Background: Warm off-white (#FAF8F1) page background, now overlaid by a subtle (alpha=0.18) translucent heatmap of the noise-free spatial trend, tinting the surface from pale green (low easting, low concentration) toward a pale blue-lavender (high easting, high concentration). + Chrome: Bold dark-ink title "scatter-color-mapped · julia · makie · anyplot.ai" at top; "Easting (m)" / "Northing (m)" axis labels in dark ink; tick labels and colorbar ticks in softer dark-gray ink; subtle gridlines; top/right spines removed. All chrome remains clearly legible over the tinted backdrop. + Data: 250 scatter points colored on the Imprint sequential scale (brand green #009E73 -> blue #4467A3), semi-transparent (alpha=0.85) with a thin off-white halo stroke separating touching points. Colorbar on the right labeled "Mineral Concentration (ppm)" with ticks 20-100. + Legibility verdict: PASS -- all text readable against the light, now gently gradient-tinted background; no light-on-light issues. + + Dark render (verified plot-dark.png, current code): + Background: Warm near-black (#1A1A17) page background, tinted by the same heatmap layer at reduced opacity into dark teal (west) to dark blue-gray (east). + Chrome: Same title, axis labels, and colorbar label now in light ink (~#F0EFE8); tick labels in a softer light-gray; gridlines flip to a light, subtle style; spine pattern unchanged. + Data: Marker colors identical to the light render (green->blue), halo stroke now drawn in the dark page color -- confirming only chrome (and the backdrop's base tone) flips between themes, not the data colors. + Legibility verdict: PASS -- no dark-on-dark failures; all text remains clearly visible against the tinted dark backdrop. criteria_checklist: visual_quality: - score: 28 + score: 29 max: 30 items: - id: VQ-01 @@ -64,72 +64,73 @@ review: score: 7 max: 8 passed: true - comment: All font sizes explicitly set; readable in both themes; title fits - without clipping + comment: All text readable in both themes, including over the new tinted heatmap + backdrop - id: VQ-02 name: No Overlap score: 6 max: 6 passed: true - comment: No text overlap in either render + comment: No collisions between text elements - id: VQ-03 name: Element Visibility - score: 5 + score: 6 max: 6 passed: true - comment: Markersize 16 with halo stroke works well for n=250, but a few dense - clusters overlap + comment: Marker alpha=0.85 added this attempt resolves the prior overlap-visibility + weakness - id: VQ-04 name: Color Accessibility score: 2 max: 2 passed: true - comment: Green-to-blue sequential scale is CVD-safe and has good contrast + comment: Green-blue sequential scale, adequate contrast, no red-green as sole + signal - id: VQ-05 name: Layout & Canvas score: 4 max: 4 passed: true - comment: Balanced margins, correct 3200x1800 canvas, nothing cut off + comment: Exact 3200x1800 canvas, balanced proportions, no overflow or cutoff - id: VQ-06 name: Axis Labels & Title score: 2 max: 2 passed: true - comment: Easting (m) / Northing (m) are descriptive with units + comment: Descriptive labels with units (Easting/Northing in m, ppm colorbar) - id: VQ-07 name: Palette Compliance score: 2 max: 2 passed: true - comment: imprint_seq colormap used correctly for single-polarity data; theme-correct - chrome in both renders + comment: Only the Imprint-derived sequential cgrad used for both heatmap and + scatter; correct theme backgrounds design_excellence: - score: 10 + score: 16 max: 20 items: - id: DE-01 name: Aesthetic Sophistication - score: 4 + score: 6 max: 8 - passed: false - comment: Well-configured, style-guide-compliant look; halo stroke is a nice - touch but overall reads as a competent default rather than a distinctive - design + passed: true + comment: Layered heatmap-trend + scatter with a shared color language reads + as an intentional, more distinctive design than a bare scatter+colorbar - id: DE-02 name: Visual Refinement - score: 4 + score: 5 max: 6 passed: true - comment: Spines removed, subtle grid, theme-adaptive marker halo show attention - to detail + comment: Spines removed, subtle theme-adaptive grid, refined marker halo, + smooth backdrop blending - id: DE-03 name: Data Storytelling - score: 2 + score: 5 max: 6 - passed: false - comment: The engineered spatial gradient in the data is not visually emphasized; - viewer must find the trend themselves + passed: true + comment: The spatial concentration gradient now reads at a glance via the + backdrop, not just via the colorbar; docked slightly because the backdrop's + colorrange isn't calibrated to the shared colorbar spec_compliance: score: 15 max: 15 @@ -139,50 +140,50 @@ review: score: 5 max: 5 passed: true - comment: Correct color-mapped scatter plot + comment: Correct color-mapped scatter - id: SC-02 name: Required Features score: 4 max: 4 passed: true - comment: Colorbar with clear label, perceptually-appropriate colormap, moderate - marker size + comment: Perceptually-uniform colormap, labeled colorbar, moderate point size, + transparency for overlap -- all spec notes satisfied - id: SC-03 name: Data Mapping score: 3 max: 3 passed: true - comment: x=Easting, y=Northing, color=concentration, all data visible + comment: X/Y/color mapped correctly, full data range shown - id: SC-04 name: Title & Legend score: 3 max: 3 passed: true - comment: Title matches the canonical format exactly; no separate legend needed - (colorbar substitutes) + comment: Canonical title format; colorbar label matches the mapped variable data_quality: - score: 15 + score: 14 max: 15 items: - id: DQ-01 name: Feature Coverage - score: 6 + score: 5 max: 6 passed: true - comment: Full concentration range 5-100ppm with realistic spatial variation - is shown + comment: Covers the plot type well; docked slightly because the auxiliary + heatmap layer isn't on the same colorrange as the shared colorbar it visually + implies - id: DQ-02 name: Realistic Context score: 5 max: 5 passed: true - comment: Neutral, plausible mineral-survey geoscience scenario + comment: Neutral, plausible geoscience survey scenario - id: DQ-03 name: Appropriate Scale score: 4 max: 4 passed: true - comment: Easting/northing extents and ppm values are sensible for the domain + comment: 5-100 ppm concentration range is sensible for the domain code_quality: score: 10 max: 10 @@ -192,7 +193,7 @@ review: score: 3 max: 3 passed: true - comment: Imports -> data -> plot -> save, no functions/classes + comment: No functions/classes beyond the one-line trend() helper - id: CQ-02 name: Reproducibility score: 2 @@ -204,21 +205,21 @@ review: score: 2 max: 2 passed: true - comment: CairoMakie, Colors, Random all used + comment: CairoMakie, Colors, Random -- all used - id: CQ-04 name: Code Elegance score: 2 max: 2 passed: true - comment: Appropriate complexity, no fake functionality + comment: No fake UI, appropriate complexity - id: CQ-05 name: Output & API score: 1 max: 1 passed: true - comment: save("plot-$(THEME).png", fig; px_per_unit = 2), current API + comment: Saves plot-$(THEME).png with px_per_unit=2 library_mastery: - score: 7 + score: 8 max: 10 items: - id: LM-01 @@ -226,23 +227,25 @@ review: score: 5 max: 5 passed: true - comment: Figure/Axis/scatter!/Colorbar with the plot object bound directly - to Colorbar is the idiomatic Makie pattern + comment: Colorbar bound directly to the plot object, the idiomatic Makie pattern - id: LM-02 name: Distinctive Features - score: 2 + score: 3 max: 5 - passed: false - comment: Generic scatter+colorbar usage; no feature unique to Makie beyond - the standard pattern - verdict: REJECTED + passed: true + comment: Layering heatmap! under scatter! with a shared colormap is a nice + compositional touch, though not something unique to Makie specifically + verdict: APPROVED impl_tags: dependencies: [] techniques: - colorbar + - layer-composition patterns: - data-generation + - matrix-construction dataprep: [] styling: - custom-colormap + - alpha-blending - edge-highlighting