diff --git a/.codex/skills-index.json b/.codex/skills-index.json
index ae69db0..38de572 100644
--- a/.codex/skills-index.json
+++ b/.codex/skills-index.json
@@ -81,7 +81,7 @@
       "name": "senior-fullstack",
       "source": "../../engineering-team/senior-fullstack",
       "category": "engineering",
-      "description": "Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architecture patterns, and complete tech stack guidance. Use when building new projects, analyzing code quality, implementing design patterns, or setting up development workflows."
+      "description": "Fullstack development toolkit with project scaffolding for Next.js/FastAPI/MERN/Django stacks and code quality analysis. Use when scaffolding new projects, analyzing codebase quality, or implementing fullstack architecture patterns."
     },
     {
       "name": "senior-ml-engineer",