Fix IDAA recovery meetings auto search

documentation/BOOTSTRAP__AI_Agent_Quickstart.md

@@ -149,6 +149,12 @@ subscribes to the **entire store**. This means unrelated writes to `$ae_loc`
 what you read from these stores inside `$effect` blocks. See `PROJECT__Stores_Svelte5_Migration.md`
 for the long-term fix plan.
 
+For search pages specifically, this usually means:
+- keep true user preferences in persisted local state
+- keep transient triggers, loading flags, and last-executed search keys in session state when possible
+- let the page effect schedule the search, but put the duplicate-execution guard inside the search executor so page-load auto-search still runs after hydration
+- if the search text or filters are mirrored from localStorage on mount, expect that mount-time writes can re-trigger the effect unless the executor has its own guard
+
 ### `{#await}` blocks
 ```svelte
 {#await somePromise}