diff --git a/.claude/dev-cycle-profile.yml b/.claude/dev-cycle-profile.yml
index f1f4753..2a3f5d5 100644
--- a/.claude/dev-cycle-profile.yml
+++ b/.claude/dev-cycle-profile.yml
@@ -9,8 +9,8 @@ paths:
   code_roots: [crates]
 
 naming:
-  counter_dirs: []
-  policy: flat
+  counter_dirs: [docs/specs, docs/plans]
+  policy: stable_per_directory_4digit
   slug_separator: "-"
 
 commands: