diff --git a/episodes/2026-02-23.md b/episodes/2026-02-23.md
index 180f5f16ca9..3673551ade9 100644
--- a/episodes/2026-02-23.md
+++ b/episodes/2026-02-23.md
@@ -14,3 +14,11 @@
 - **Memory:** [paper-dynasty-session-fix-a10342](graph/fixes/paper-dynasty-session-fix-a10342.md)
 - **Summary:** Work types: fix
 Session size: 6 messages, 0 tool calls
+
+## 11:48 - [paper-dynasty] Session: automation, creation, debugging, fix, tooling
+- **Type:** fix
+- **Tags:** paper-dynasty, automation, creation, debugging, fix, tooling, session-log
+- **Memory:** [paper-dynasty-session-automation-creation-debugging-fix-tool-4ce714](graph/fixes/paper-dynasty-session-automation-creation-debugging-fix-tool-4ce714.md)
+- **Summary:** Files edited (3):
+  - /home/cal/.claude/skills/paper-dynasty/api_client.py
+  -