docs: update description — persistent learning memory across agent sessions

Author: Claude

README.md

@@ -19,7 +19,7 @@
 
 ---
 
-GitMem is an [MCP server](https://modelcontextprotocol.io/) that gives your AI coding agent **persistent memory across sessions**. It remembers mistakes (scars), successes (wins), and decisions — so your agent learns from experience instead of starting from scratch every time.
+GitMem is an [MCP server](https://modelcontextprotocol.io/) that gives your AI coding agent **persistent learning memory across agent sessions**. It remembers mistakes (scars), successes (wins), and decisions — so your agent learns from experience instead of starting from scratch every time.
 
 > **What's MCP?** [Model Context Protocol](https://modelcontextprotocol.io/) is how AI coding tools connect to external capabilities. GitMem is an MCP server — install it once and your agent gains persistent memory.
 

package.json

@@ -2,7 +2,7 @@
   "name": "gitmem-mcp",
   "version": "1.3.0",
   "mcpName": "io.github.gitmem-dev/gitmem",
-  "description": "Institutional memory for AI coding agents. Memory that compounds.",
+  "description": "Persistent learning memory for AI coding agents. Memory that compounds.",
   "type": "module",
   "main": "dist/index.js",
   "types": "dist/index.d.ts",