diff --git a/tig-algorithms/src/vector_search/cluster_improved/README.md b/tig-algorithms/src/vector_search/cluster_improved/README.md
index b828c8a..12d749c 100644
--- a/tig-algorithms/src/vector_search/cluster_improved/README.md
+++ b/tig-algorithms/src/vector_search/cluster_improved/README.md
@@ -1,23 +1,23 @@
 # TIG Code Submission
 
-    ## Submission Details
+## Submission Details
 
-    * **Challenge Name:** vector_search
-    * **Submission Name:** cluster_improved
-    * **Copyright:** 2025 Rootz
-    * **Identity of Submitter:** Rootz
-    * **Identity of Creator of Algorithmic Method:** null
-    * **Unique Algorithm Identifier (UAI):** null
+* **Challenge Name:** vector_search
+* **Algorithm Name:** cluster_improved
+* **Copyright:** 2025 Rootz
+* **Identity of Submitter:** Rootz
+* **Identity of Creator of Algorithmic Method:** null
+* **Unique Algorithm Identifier (UAI):** null
 
-    ## License
+## License
 
-    The files in this folder are under the following licenses:
-    * TIG Benchmarker Outbound License
-    * TIG Commercial License
-    * TIG Inbound Game License
-    * TIG Innovator Outbound Game License
-    * TIG Open Data License
-    * TIG THV Game License
+The files in this folder are under the following licenses:
+* TIG Benchmarker Outbound License
+* TIG Commercial License
+* TIG Inbound Game License
+* TIG Innovator Outbound Game License
+* TIG Open Data License
+* TIG THV Game License
 
-    Copies of the licenses can be obtained at:  
-    https://github.com/tig-foundation/tig-monorepo/tree/main/docs/licenses
\ No newline at end of file
+Copies of the licenses can be obtained at:
+https://github.com/tig-foundation/tig-monorepo/tree/main/docs/licenses
\ No newline at end of file