diff --git a/data/projects.json b/data/projects.json
index 58af391..5c16b7b 100644
--- a/data/projects.json
+++ b/data/projects.json
@@ -7234,8 +7234,8 @@
       "name": "Augustus",
       "repo": "24601/Augustus",
       "site": "https://24601.github.io/Augustus/",
-      "description": "Agent skill: design judgment-assisted systems with TypeSafe Jev (System One). Maps Choice/Score/Noul onto decision theory, reranking, and routing. Composition algebra, question design, validation gates. MIT.",
-      "category": "research",
+      "description": "Independent agent skill for finding, building, evaluating, and improving decision-model systems with composition rules, evaluation harnesses, and bounded prompt/program optimization; TypeSafe Jev is the default hosted exemplar.",
+      "category": "agents",
       "language": "Python",
       "stars": 6,
       "added": "2026-09-20",