diff --git a/README.md b/README.md
index a37d833..e50422d 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,20 @@
# hackathon-curator
-Run the algo server:
+**Grand Prize winner of the Man vs. Machine hackathon featured in [Wired](https://www.wired.com/story/san-francisco-hackathon-man-vs-machine/).**
+
+Curator is a tiny toolkit that captures GitHub diffs, scores every token for risk, and overlays a heatmap so reviewers immediately see what matters.
+
+## Product screenshots
+
+
+
+
+
+
+
+
+
+## Run the algo server
```
cd algo
npm install
@@ -8,7 +22,7 @@ npm run dev
# localhost:3005
```
-Run the test server:
+## Run the test server
```
cd test-server
npm install
@@ -16,10 +30,10 @@ npm run dev
# localhost:3030
```
-Run the curator extension:
+## Run the curator extension
```
cd curator
npm install
npm run watch
-npm run dev #in new terminal
+npm run dev # in new terminal
```
diff --git a/docs/screenshots/curator-flow.svg b/docs/screenshots/curator-flow.svg
new file mode 100644
index 0000000..79812e7
--- /dev/null
+++ b/docs/screenshots/curator-flow.svg
@@ -0,0 +1,27 @@
+
diff --git a/docs/screenshots/curator-sidebar.svg b/docs/screenshots/curator-sidebar.svg
new file mode 100644
index 0000000..725a0f4
--- /dev/null
+++ b/docs/screenshots/curator-sidebar.svg
@@ -0,0 +1,28 @@
+
diff --git a/docs/screenshots/heatmap-overlay.svg b/docs/screenshots/heatmap-overlay.svg
new file mode 100644
index 0000000..edd78d2
--- /dev/null
+++ b/docs/screenshots/heatmap-overlay.svg
@@ -0,0 +1,34 @@
+
diff --git a/docs/screenshots/pr-run-curator.svg b/docs/screenshots/pr-run-curator.svg
new file mode 100644
index 0000000..568d94e
--- /dev/null
+++ b/docs/screenshots/pr-run-curator.svg
@@ -0,0 +1,26 @@
+