diff --git a/.codex/skills-index.json b/.codex/skills-index.json
index 1d31b5b..09d2e68 100644
--- a/.codex/skills-index.json
+++ b/.codex/skills-index.json
@@ -747,7 +747,7 @@
       "name": "risk-management-specialist",
       "source": "../../ra-qm-team/risk-management-specialist",
       "category": "ra-qm",
-      "description": "Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis."
+      "description": "Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use when user mentions risk management, ISO 14971, risk analysis, FMEA, fault tree analysis, hazard identification, risk control, risk matrix, benefit-risk analysis, residual risk, risk acceptability, or post-market risk."
     }
   ],
   "categories": {