diff --git a/python/ruff-ecosystem/ruff_ecosystem/check.py b/python/ruff-ecosystem/ruff_ecosystem/check.py
index ada0c92369..12a40c36ae 100644
--- a/python/ruff-ecosystem/ruff_ecosystem/check.py
+++ b/python/ruff-ecosystem/ruff_ecosystem/check.py
@@ -145,8 +145,8 @@ def summarize_check_result(result: Result) -> str:
 
         lines.extend(
             markdown_details(
-                summary="Rule change summary",
-                preface=f"{len(all_rule_changes.rule_codes())} rules changed",
+                summary=f"Changes by rule ({len(all_rule_changes.rule_codes())} rules affected)",
+                preface="",
                 content=table_lines,
             )
         )
diff --git a/python/ruff-ecosystem/ruff_ecosystem/markdown.py b/python/ruff-ecosystem/ruff_ecosystem/markdown.py
index 9d1c765fa6..16e5117051 100644
--- a/python/ruff-ecosystem/ruff_ecosystem/markdown.py
+++ b/python/ruff-ecosystem/ruff_ecosystem/markdown.py
@@ -11,6 +11,7 @@ def markdown_project_section(
 ) -> list[str]:
     return markdown_details(
         summary=f'<a href="{project.repo.url}">{project.repo.fullname}</a> ({title})',
+        # Show the command used for the check
         preface="<pre>ruff " + " ".join(options.to_cli_args()) + "</pre>",
         content=content,
     )