diff --git a/dynamic-ui/README.md b/dynamic-ui/README.md
new file mode 100644
index 0000000..c6e5a57
--- /dev/null
+++ b/dynamic-ui/README.md
@@ -0,0 +1,16 @@
+# Problem description
+It's often a good idea to change the UI of your app to respond to user input.
+This problem tests how easy it is to include dynamic UI elements, and to communicate between elements which are dynamically generated.
+
+# Requirements
+
+- The app should have three top level components
+    - A slider or numeric input which determines how many cards render
+    - A `clear all` button
+    - A `fields_completed` text output which shows how many cards have user-entered text
+- The cards consist of two elements:
+    - A textbox input 
+    - A text output which echos back the text input for that card
+- When the user changes the numeric input, it should generate that many cards. So if the user selects 9, 9 cards should generate. 
+- When the user clicks "clear all", all input text should be cleared
+- The `fields_completed` output should report the number of fields where the user has entered text
\ No newline at end of file
diff --git a/file-monitoring/README.md b/file-monitoring/README.md
new file mode 100644
index 0000000..c6e5a57
--- /dev/null
+++ b/file-monitoring/README.md
@@ -0,0 +1,16 @@
+# Problem description
+It's often a good idea to change the UI of your app to respond to user input.
+This problem tests how easy it is to include dynamic UI elements, and to communicate between elements which are dynamically generated.
+
+# Requirements
+
+- The app should have three top level components
+    - A slider or numeric input which determines how many cards render
+    - A `clear all` button
+    - A `fields_completed` text output which shows how many cards have user-entered text
+- The cards consist of two elements:
+    - A textbox input 
+    - A text output which echos back the text input for that card
+- When the user changes the numeric input, it should generate that many cards. So if the user selects 9, 9 cards should generate. 
+- When the user clicks "clear all", all input text should be cleared
+- The `fields_completed` output should report the number of fields where the user has entered text
\ No newline at end of file
diff --git a/sampling-dashboard/README.md b/sampling-dashboard/README.md
index e341ecc..c5801b6 100644
--- a/sampling-dashboard/README.md
+++ b/sampling-dashboard/README.md
@@ -15,12 +15,10 @@ You could imaging the sample being taken from a database, or larger than memory
 
     -   A plot showing a histogram of prices
 
-2.  The app should use matplotlib plots (which can be found in `plots.py`
+2.  The app should use matplotlib, plotnine, or seaborn plots (example plotting functions can be found in `plots.py`)
 
 3.  The histogram plot should not rerender if the log-scale selector is changed
 
 4.  The sample should only be retaken if the proportion slider changes
 
-5.  Each time the proportion slider changes the app should take a new sample
-
-# 
+5.  Each time the proportion slider changes the app should take a new sample
\ No newline at end of file