diff --git a/README.md b/README.md
index e4de615..c4e4526 100644
--- a/README.md
+++ b/README.md
@@ -82,6 +82,7 @@ Install or disable them dynamically with the `/plugin` command — enabling you
 - [technical-sales-engineer](./plugins/technical-sales-engineer)
 
 ### Code Quality Testing
+- [autoresearch](./plugins/autoresearch)
 - [api-tester](./plugins/api-tester)
 - [bug-detective](./plugins/bug-detective)
 - [code-review](./plugins/code-review)
diff --git a/plugins/autoresearch/.claude-plugin/plugin.json b/plugins/autoresearch/.claude-plugin/plugin.json
new file mode 100644
index 0000000..fc81522
--- /dev/null
+++ b/plugins/autoresearch/.claude-plugin/plugin.json
@@ -0,0 +1,11 @@
+{
+  "name": "autoresearch",
+  "description": "Autonomous skill optimizer using Karpathy's autoresearch methodology. Scores outputs 0-100, mutates prompts, keeps improvements. Includes auto-screenshot and stop-gate hooks.",
+  "version": "1.1.1",
+  "license": "MIT",
+  "author": {
+    "name": "Tony Davis",
+    "url": "https://github.com/lendtrain"
+  },
+  "homepage": "https://github.com/lendtrain/autoresearch-for-skills"
+}