diff --git a/website/figures.md b/website/figures.md
index 73fc70c42c..cef6c871e6 100644
--- a/website/figures.md
+++ b/website/figures.md
@@ -52,6 +52,11 @@ preparation. Check the rendered image for readable text and spacing before
publishing. The build uses DejaVu Sans for consistent typography; only the SVG
source is committed. Metadata and build instructions are in the website README.
+The card and `public/assets/favicon.svg` each carry a dark
+`prefers-color-scheme` block for people who open the SVG directly or use a dark
+browser tab strip. CairoSVG ignores it, so the PNG that link previews fetch
+stays light.
+
## Beginner homepage and dinosaur reconstruction
The manual/agent comparison and Calculator percentage controls are semantic
diff --git a/website/public/assets/favicon.svg b/website/public/assets/favicon.svg
index 78512ef981..10a2e315c7 100644
--- a/website/public/assets/favicon.svg
+++ b/website/public/assets/favicon.svg
@@ -1 +1 @@
-
+
diff --git a/website/public/assets/social-card.svg b/website/public/assets/social-card.svg
index faab21bd25..2e30ac9eec 100644
--- a/website/public/assets/social-card.svg
+++ b/website/public/assets/social-card.svg
@@ -1,6 +1,18 @@