diff --git a/REFDB_FORMAT.txt b/REFDB_FORMAT.txt
index 9c47293..da0a14e 100644
--- a/REFDB_FORMAT.txt
+++ b/REFDB_FORMAT.txt
@@ -1,9 +1,9 @@
 ################################################################################
-# SERVER TOOLKIT - CLAUDE AI CONTEXT DATABASE
+# SERVER TOOLKIT - DEVELOPER CONTEXT DATABASE
 ################################################################################
-# OPTIMIZED FOR: Claude Code AI parsing and context loading
-# LAST UPDATED: 2025-11-12
-# VERSION: 2.1.0
+# OPTIMIZED FOR: Fast context loading and code navigation
+# LAST UPDATED: 2025-11-20
+# VERSION: 2.2.0
 # FORMAT: Structured key-value with hierarchical sections
 ################################################################################
 
@@ -655,13 +655,13 @@ after_commit:
   - [ ] Update this file (REFDB_FORMAT.txt)
   - [ ] Update README.md if user-facing feature
 
-[FOR_NEW_CLAUDE_INSTANCES]
-# Quick onboarding for new sessions
+[DEVELOPER_ONBOARDING]
+# Quick onboarding for new developers
 
 step1_read_this_section_first: |
-  You are maintaining the Server Management Toolkit.
-  This file (REFDB_FORMAT.txt) is your ONLY reference document.
-  README.md is for users, this file is for you.
+  This is the Server Management Toolkit.
+  This file (REFDB_FORMAT.txt) is the primary reference document.
+  README.md is for end users, this file is for developers.
 
 step2_understand_current_state: |
   Read [STATUS_SNAPSHOT_2025_11_07] to know what works.
@@ -1059,8 +1059,8 @@ next_action_required:
   6. "Test real modules on validated servers"
 
 [END]
-# This file is the ONLY developer reference document.
-# README.md is for users, this file is for developers (Claude).
+# This file is the primary developer reference document.
+# README.md is for end users, this file is for developers.
 # Keep this updated after every significant change.
-# Last updated: 2025-11-20 (Testing phase started)
+# Last updated: 2025-11-20 (Multi-panel validation complete)
 ################################################################################