diff --git a/episodes/2026-02-19.md b/episodes/2026-02-19.md
index ed742e19c66..8bb4f134316 100644
--- a/episodes/2026-02-19.md
+++ b/episodes/2026-02-19.md
@@ -292,3 +292,7 @@ Session size: 23 messages, 4 tool calls
 ## 23:39 - Cognitive Memory SKILL.md updated to emphasize proactive edge creation
 - **Type:** decision
 - **Tags:** cognitive-memory, edges, skill-documentation, rag
+
+## 23:39 - Retroactive edge creation: edge-proposer.py script and 20 curated edges
+- **Type:** solution
+- **Tags:** cognitive-memory, edges, automation, python, graph