diff --git a/.github/matchers/check.json b/.github/matchers/check.json
new file mode 100644
index 0000000..73bc49a
--- /dev/null
+++ b/.github/matchers/check.json
@@ -0,0 +1,17 @@
+{
+  "problemMatcher": [
+    {
+      "owner": "ruff-check",
+      "pattern": [
+        {
+          "regexp": "^Error: (.*):(\\d+):(\\d+): (\\w+) (.*)$",
+          "file": 1,
+          "line": 2,
+          "column": 3,
+          "code": 4,
+          "message": 5
+        }
+      ]
+    }
+  ]
+}
diff --git a/.github/matchers/format.json b/.github/matchers/format.json
new file mode 100644
index 0000000..23bddd1
--- /dev/null
+++ b/.github/matchers/format.json
@@ -0,0 +1,14 @@
+{
+  "problemMatcher": [
+    {
+      "owner": "ruff-format",
+      "pattern": [
+        {
+          "regexp": "^(Would reformat):\\s*(.+)$",
+          "message": 1,
+          "file": 2
+        }
+      ]
+    }
+  ]
+}
diff --git a/dist/ruff-action/index.js b/dist/ruff-action/index.js
index caf4fec..9f31d51 100644
Binary files a/dist/ruff-action/index.js and b/dist/ruff-action/index.js differ
diff --git a/src/ruff-action.ts b/src/ruff-action.ts
index ae28828..38424f0 100644
--- a/src/ruff-action.ts
+++ b/src/ruff-action.ts
@@ -36,6 +36,7 @@ async function run(): Promise<void> {
 
     addRuffToPath(setupResult.ruffDir);
     setOutputFormat();
+    addMatchers();
     core.setOutput("ruff-version", setupResult.version);
     core.info(`Successfully installed ruff version ${setupResult.version}`);
 
@@ -92,6 +93,17 @@ function setOutputFormat() {
   core.info("Set RUFF_OUTPUT_FORMAT to github");
 }
 
+function addMatchers(): void {
+  const matchersPath = path.join(
+    __dirname,
+    `..${path.sep}..`,
+    ".github",
+    "matchers",
+  );
+  core.info(`##[add-matcher]${path.join(matchersPath, "check.json")}`);
+  core.info(`##[add-matcher]${path.join(matchersPath, "format.json")}`);
+}
+
 async function runRuff(
   ruffExecutablePath: string,
   args: string[],