diff --git a/inference-optimization.prose.md b/inference-optimization.prose.md
index 58c8760..91a10e6 100644
--- a/inference-optimization.prose.md
+++ b/inference-optimization.prose.md
@@ -1,6 +1,10 @@
 ---
 name: inference-optimization
 kind: responsibility
+description: >
+  Optimizes the full Syslog inference stack — LiteLLM routing weights, GPU model
+  assignments, agent context management, and prompt caching — to reduce response
+  times to sub-15s average. All GPUs now at 128K context (stable ceiling).
 id: 067NC6KP02RG60S50M40E30928
 ---