diff --git a/iclc2023/slides/public/img/swatch.png b/iclc2023/slides/public/img/swatch.png
new file mode 100644
index 000000000..af119e043
Binary files /dev/null and b/iclc2023/slides/public/img/swatch.png differ
diff --git a/iclc2023/slides/src/Slides.jsx b/iclc2023/slides/src/Slides.jsx
index a145e95b1..64b502ab9 100644
--- a/iclc2023/slides/src/Slides.jsx
+++ b/iclc2023/slides/src/Slides.jsx
@@ -28,6 +28,7 @@ const order = [
   'hs2js',
 
   'usage',
+  'swatch',
   'repl',
   'repl-features',
   'viz',
@@ -37,7 +38,7 @@ const order = [
   // User Code
   'transpilation',
   'mininotation',
-  'mini-comparison',
+  'mini-comparison', // remove?
   // Patterns
   'patterns-events',
   // scheduler?
@@ -47,13 +48,13 @@ const order = [
   'csound',
   //
   // pattern alignment?
-  // flexible typing?
-  // future outlook?
   'bad',
   'good',
   'future',
   'end',
 ];
+// examples swatch
+// draw examples!!
 
 const slideEntries = order.map((name) => loadedMDXFiles.find(([file]) => file === name));
 
diff --git a/iclc2023/slides/src/slides/repl-features.mdx b/iclc2023/slides/src/slides/repl-features.mdx
index abee40d00..ba1bf69c3 100644
--- a/iclc2023/slides/src/slides/repl-features.mdx
+++ b/iclc2023/slides/src/slides/repl-features.mdx
@@ -1,4 +1,4 @@
-# Strudel REPL: Features
+# REPL: Features
 
 - Visual Feedback
 - Examples to shuffle through
diff --git a/iclc2023/slides/src/slides/repl.mdx b/iclc2023/slides/src/slides/repl.mdx
index 6001caa8e..f81d067a2 100644
--- a/iclc2023/slides/src/slides/repl.mdx
+++ b/iclc2023/slides/src/slides/repl.mdx
@@ -1,4 +1,4 @@
-# Strudel REPL
+# REPL
 
 [strudel.tidalcycles.org](https://strudel.tidalcycles.org/)
 
diff --git a/iclc2023/slides/src/slides/replflow.mdx b/iclc2023/slides/src/slides/replflow.mdx
index 6eea46e1c..56b78c3d3 100644
--- a/iclc2023/slides/src/slides/replflow.mdx
+++ b/iclc2023/slides/src/slides/replflow.mdx
@@ -1,4 +1,4 @@
-# Strudel REPL: System Overview
+# REPL: System Overview
 
 <center>
   <img src="./img/strudelflow.png" className="w-[900px]" />
diff --git a/iclc2023/slides/src/slides/swatch.mdx b/iclc2023/slides/src/slides/swatch.mdx
new file mode 100644
index 000000000..40b2aae69
--- /dev/null
+++ b/iclc2023/slides/src/slides/swatch.mdx
@@ -0,0 +1,5 @@
+# Pattern Swatches
+
+fork strudel - publish your own patterns with a fixed version
+
+![swatch](./img/swatch.png)
diff --git a/iclc2023/slides/src/slides/viz.mdx b/iclc2023/slides/src/slides/viz.mdx
index 75c6483b8..f186f7c76 100644
--- a/iclc2023/slides/src/slides/viz.mdx
+++ b/iclc2023/slides/src/slides/viz.mdx
@@ -1,6 +1,6 @@
 import { SlideRepl } from '../SlideRepl.jsx';
 
-# Visual Feedback
+# REPL: Visual Feedback
 
 Highlighting + Piano Roll