diff --git a/docs/filament-admin.md b/docs/filament-admin.md
index 0817fd2..4c48763 100644
--- a/docs/filament-admin.md
+++ b/docs/filament-admin.md
@@ -1,5 +1,7 @@
 # Filament Admin Panel
 
+> **🤖 AI Agents**: For Filament form/table component syntax, see [CLAUDE.md](../CLAUDE.md#-filament-form-field-reference).
+
 This template includes optional [Filament](https://filamentphp.com/) admin panel setup for user management and administration.
 
 ## What is Filament?
diff --git a/docs/modules.md b/docs/modules.md
index 66a5a60..8327554 100644
--- a/docs/modules.md
+++ b/docs/modules.md
@@ -1,5 +1,8 @@
 # Modular Architecture
 
+> **🤖 AI Agents**: For EXACT file templates and copy-paste code, see [CLAUDE.md](../CLAUDE.md).
+> This document explains concepts; CLAUDE.md provides strict implementation patterns.
+
 This template uses a modular architecture to organize features into self-contained modules. Each module has its own admin panel, routes, views, and permissions.
 
 ## Quick Start