diff --git a/docs/_autofix_rules.md b/docs/_autofix_rules.md
index 15de3bb755..5d3cf125b7 100644
--- a/docs/_autofix_rules.md
+++ b/docs/_autofix_rules.md
@@ -8,4 +8,5 @@
 - [no-jinja-when](rules/no-jinja-when.md)
 - [no-log-password](rules/no-log-password.md)
 - [partial-become](rules/partial-become.md)
+- [pattern](rules/pattern.md)
 - [yaml](rules/yaml.md)
diff --git a/examples/collections/extensions/patterns/transform_pattern/meta/pattern.json b/examples/collections/extensions/patterns/transform_pattern/meta/pattern.json
new file mode 100644
index 0000000000..847a9a1ca8
--- /dev/null
+++ b/examples/collections/extensions/patterns/transform_pattern/meta/pattern.json
@@ -0,0 +1,44 @@
+{
+  "schema_version": "1.0",
+  "name": "wrong_name",
+  "title": "Weather Forecasting",
+  "description": "This pattern is designed to help get the weather forecast for a given airport code. It creates a project, EE, and job templates in automation controller to get the weather forecast.",
+  "short_description": "This pattern is designed to help get the weather forecast for a given airport code.",
+  "tags": ["weather", "forecasting"],
+  "aap_resources": {
+    "controller_project": {
+      "name": "Weather Forecasting",
+      "description": "Project for the Weather Forecasting pattern"
+    },
+    "controller_execution_environment": {
+      "name": "Weather Forecasting",
+      "description": "EE for the Weather Forecasting pattern",
+      "image_name": "weather-demo-ee",
+      "pull": "missing"
+    },
+    "controller_labels": ["weather", "forecasting"],
+    "controller_job_templates": [
+      {
+        "name": "Get Weather Forecast",
+        "description": "This job template gets the weather at the location of a provided airport code.",
+        "execution_environment": "Weather Forecasting",
+        "playbook": "site.yml",
+        "primary": true,
+        "labels": ["weather", "forecasting"],
+        "survey": {
+          "name": "Weather Forecasting",
+          "description": "Survey to configure the weather forecasting pattern",
+          "spec": [
+            {
+              "type": "text",
+              "question_name": "Location",
+              "question_description": "Enter the airport code for which you want to get the weather forecast",
+              "variable": "location",
+              "required": true
+            }
+          ]
+        }
+      }
+    ]
+  }
+}
diff --git a/src/ansiblelint/app.py b/src/ansiblelint/app.py
index fa0c67d400..28d5bac9f9 100644
--- a/src/ansiblelint/app.py
+++ b/src/ansiblelint/app.py
@@ -299,7 +299,8 @@ def report_summary(  # pylint: disable=too-many-locals # noqa: C901
         summary.sort()
 
         if changed_files_count:
-            console_stderr.print(f"Modified {changed_files_count} files.")
+            file_word = "file" if changed_files_count == 1 else "files"
+            console_stderr.print(f"Modified {changed_files_count} {file_word}.")
 
         # determine which profile passed
         summary.passed_profile = ""
diff --git a/src/ansiblelint/rules/pattern.py b/src/ansiblelint/rules/pattern.py
index b2e87ea182..94f146e4a5 100644
--- a/src/ansiblelint/rules/pattern.py
+++ b/src/ansiblelint/rules/pattern.py
@@ -3,18 +3,25 @@
 from __future__ import annotations
 
 import json
+import os
 import sys
 from pathlib import Path
 from typing import TYPE_CHECKING
+from unittest import mock
 
-from ansiblelint.rules import AnsibleLintRule
+from ansiblelint.rules import AnsibleLintRule, TransformMixin
+from ansiblelint.runner import get_matches
+from ansiblelint.transformer import Transformer
 
 if TYPE_CHECKING:
+    from ruamel.yaml.comments import CommentedMap, CommentedSeq
+
+    from ansiblelint.config import Options
     from ansiblelint.errors import MatchError
     from ansiblelint.file_utils import Lintable
 
 
-class PatternRule(AnsibleLintRule):
+class PatternRule(AnsibleLintRule, TransformMixin):
     """Rule for checking pattern directory."""
 
     id = "pattern"
@@ -104,6 +111,30 @@ def matchyaml(self, file: Lintable) -> list[MatchError]:
 
         return results
 
+    def transform(
+        self,
+        match: MatchError,
+        lintable: Lintable,
+        data: CommentedMap | CommentedSeq | str,
+    ) -> None:
+        """Transform pattern.json to fix name-mismatch validation issues."""
+        if match.tag == f"{self.id}[name-mismatch]":
+            # Get the pattern directory name from the file path
+            # pattern.json should be located at: pattern_dir/meta/pattern.json
+            pattern_dir = lintable.path.parent.parent.name
+
+            # For JSON files, data is a string, so we need to parse it
+            if isinstance(data, str):
+                pattern_data = json.loads(data)
+                pattern_data["name"] = pattern_dir
+                lintable.content = json.dumps(pattern_data, indent=2)
+            else:
+                # For YAML files, data is CommentedMap/CommentedSeq
+                # This shouldn't happen for pattern.json, but just in case
+                data["name"] = pattern_dir
+
+            match.fixed = True
+
 
 def values_from_pattern_json(file: Path) -> list[str]:
     """Extract playbook name and pattern name values from pattern.json file."""
@@ -164,3 +195,36 @@ def test_pattern(
         for index, result in enumerate(results):
             assert result.rule.id == PatternRule.id, result
             assert result.tag == expected[index]
+
+    @pytest.mark.libyaml
+    @mock.patch.dict(os.environ, {"ANSIBLE_LINT_WRITE_TMP": "1"}, clear=True)
+    def test_pattern_transform(
+        config_options: Options,
+    ) -> None:
+        """Test transform functionality for pattern rule."""
+        pattern_file = Path(
+            "examples/collections/extensions/patterns/transform_pattern/meta/pattern.json"
+        )
+        config_options.write_list = ["pattern"]
+        rules = RulesCollection(options=config_options)
+        rules.register(PatternRule())
+
+        config_options.lintables = [str(pattern_file)]
+        runner_result = get_matches(rules=rules, options=config_options)
+        transformer = Transformer(result=runner_result, options=config_options)
+        transformer.run()
+
+        matches = runner_result.matches
+        assert len(matches) == 3
+
+        orig_content = pattern_file.read_text(encoding="utf-8")
+        transformed_content = pattern_file.with_suffix(
+            f".tmp{pattern_file.suffix}"
+        ).read_text(
+            encoding="utf-8",
+        )
+
+        assert orig_content != transformed_content
+        transformed_name = json.loads(transformed_content)["name"]
+        assert transformed_name == "transform_pattern"
+        pattern_file.with_suffix(f".tmp{pattern_file.suffix}").unlink()