diff --git a/.obsidian/workspace.json b/.obsidian/workspace.json
index 5040deb..6582906 100644
--- a/.obsidian/workspace.json
+++ b/.obsidian/workspace.json
@@ -189,6 +189,9 @@
   },
   "active": "c0d470cf50ffdf79",
   "lastOpenFiles": [
+    "README.md.tmp.224546.1775555737152",
+    "wiki/meta/workflow-loop.gif",
+    "wiki/meta/wiki-graph-grow.gif",
     "wiki/Wiki Map.canvas.tmp.224546.1775555483542",
     "wiki/entities/Andrej Karpathy.md.tmp.224546.1775555435117",
     "wiki/concepts/Hot Cache.md.tmp.224546.1775555433665",
@@ -206,11 +209,8 @@
     "_attachments/images/skool-hub/sq-portrait-clean.png",
     "_attachments/images/skool-hub/sq-10.png",
     "_attachments/images/skool-hub/sq-01.png",
-    "_attachments/images/skool-hub/pro10-var-20.png",
-    "_attachments/images/skool-hub/pro10-var-10.png",
     "_attachments/images/skool-hub",
     "_attachments/images",
-    "_attachments",
     "wiki/entities/_index.md",
     "wiki/meta/dashboard.md",
     "wiki/sources/_index.md",
diff --git a/README.md b/README.md
index dd661e3..8743b2f 100644
--- a/README.md
+++ b/README.md
@@ -12,6 +12,11 @@ Based on Andrej Karpathy's LLM Wiki pattern.
 
 ## What It Does
 
+<p align="center">
+  <img src="wiki/meta/wiki-graph-grow.gif" alt="Knowledge graph growing" width="48%" />
+  <img src="wiki/meta/workflow-loop.gif" alt="Workflow loop" width="48%" />
+</p>
+
 You drop sources. Claude reads them, extracts entities and concepts, updates cross-references, and files everything into a structured Obsidian vault. The wiki gets richer with every ingest.
 
 You ask questions. Claude reads the hot cache (recent context), scans the index, drills into relevant pages, and synthesizes an answer. It cites specific wiki pages, not training data.
diff --git a/wiki/meta/wiki-graph-grow.gif b/wiki/meta/wiki-graph-grow.gif
new file mode 100644
index 0000000..f6549c7
Binary files /dev/null and b/wiki/meta/wiki-graph-grow.gif differ
diff --git a/wiki/meta/workflow-loop.gif b/wiki/meta/workflow-loop.gif
new file mode 100644
index 0000000..4878865
Binary files /dev/null and b/wiki/meta/workflow-loop.gif differ