diff --git a/.repo-classification.yaml b/.repo-classification.yaml
index ebe47f0..088988d 100644
--- a/.repo-classification.yaml
+++ b/.repo-classification.yaml
@@ -2,7 +2,7 @@ repo_classification:
   standard: Repo Classification Standard
   version: '1.0'
   classified_at: '2026-06-22'
-  classified_by: agent
+  classified_by: human
   category: product
   domain: infotech
   secondary_domains:
@@ -22,4 +22,4 @@ repo_classification:
   - intention
   - control
   - adaptation
-  notes: Reuse discovery surface; standard §13.7 example.
+  notes: Reuse discovery surface; standard §13.7 — human confirmed.