diff --git a/.ai-workflows/bug-fixing.md b/.ai-workflows/bug-fixing.md
index 4e4b8f0..0be6022 100644
--- a/.ai-workflows/bug-fixing.md
+++ b/.ai-workflows/bug-fixing.md
@@ -144,12 +144,12 @@ Apply the minimal fix necessary to address the critical issue.
 
 Increment the PATCH version and update all version numbers:
 
-- Main plugin file (fix-plugin-does-not-exist-notices.php)
+- Main plugin file (wp-fix-plugin-does-not-exist-notices.php)
 - FPDEN_VERSION constant
 - CHANGELOG.md
 - readme.txt
 - README.md
-- languages/fix-plugin-does-not-exist-notices.pot (Project-Id-Version)
+- languages/wp-fix-plugin-does-not-exist-notices.pot (Project-Id-Version)
 
 ### 4. Commit and Push
 
diff --git a/.ai-workflows/feature-development.md b/.ai-workflows/feature-development.md
index 27c92dd..7791c68 100644
--- a/.ai-workflows/feature-development.md
+++ b/.ai-workflows/feature-development.md
@@ -27,7 +27,6 @@ When implementing a new feature:
 - Add appropriate comments
 - Consider performance implications
 - Maintain backward compatibility
-- Review reference plugins in the `reference-plugins/` directory for inspiration and best practices
 
 ### 3. Update Documentation