diff --git a/.claude-plugin/marketplace.json b/.claude-plugin/marketplace.json
index 5272b7c..3bdcdfa 100644
--- a/.claude-plugin/marketplace.json
+++ b/.claude-plugin/marketplace.json
@@ -4,14 +4,14 @@
     "name": "Yi Lu"
   },
   "metadata": {
-    "description": "claude-smart — self-improving Claude Code and Codex plugin via reflexio"
+    "description": "claude-smart — self-improving Claude Code and Codex plugin powered by Reflexio"
   },
   "plugins": [
     {
       "name": "claude-smart",
       "version": "0.2.44",
       "source": "./plugin",
-      "description": "Turns user corrections into project-specific and shared skills via reflexio — uses Claude Code or Codex as the LLM backend (no external API key required)"
+      "description": "Turns corrections into Preferences, Project-specific skills, and Shared skills — uses Claude Code or Codex as the LLM backend (no external API key required)"
     }
   ]
 }
diff --git a/package.json b/package.json
index b92a958..77a5926 100644
--- a/package.json
+++ b/package.json
@@ -1,7 +1,7 @@
 {
   "name": "claude-smart",
   "version": "0.2.44",
-  "description": "Self-improving Claude Code and Codex plugin — turns corrections into durable skills via reflexio",
+  "description": "Self-improving Claude Code and Codex plugin that turns corrections into Preferences, Project-specific skills, and Shared skills",
   "keywords": [
     "claude",
     "claude-code",
diff --git a/plugin/.claude-plugin/plugin.json b/plugin/.claude-plugin/plugin.json
index d9153a1..d1b0469 100644
--- a/plugin/.claude-plugin/plugin.json
+++ b/plugin/.claude-plugin/plugin.json
@@ -1,7 +1,7 @@
 {
   "name": "claude-smart",
   "version": "0.2.44",
-  "description": "Self-improving Claude Code and Codex plugin — turns corrections into durable skills via reflexio",
+  "description": "Self-improving Claude Code and Codex plugin that turns corrections into Preferences, Project-specific skills, and Shared skills",
   "author": {
     "name": "Yi Lu"
   },
diff --git a/plugin/pyproject.toml b/plugin/pyproject.toml
index 5e12e95..a356491 100644
--- a/plugin/pyproject.toml
+++ b/plugin/pyproject.toml
@@ -1,7 +1,7 @@
 [project]
 name = "claude-smart"
 version = "0.2.44"
-description = "Self-improving Claude Code and Codex plugin — turns corrections into durable skills via reflexio"
+description = "Self-improving Claude Code and Codex plugin that turns corrections into Preferences, Project-specific skills, and Shared skills"
 readme = "README.md"
 requires-python = ">=3.12"
 dependencies = [