diff --git a/deploy/hooks/capture_stop.py b/deploy/hooks/capture_stop.py
index 5661681..0cd3877 100644
--- a/deploy/hooks/capture_stop.py
+++ b/deploy/hooks/capture_stop.py
@@ -3,7 +3,7 @@
 
 Reads the Stop hook JSON from stdin, extracts the last user prompt
 from the transcript JSONL, and POSTs to the AtoCore /interactions
-endpoint in conservative mode (reinforce=false, no extraction).
+endpoint with reinforcement enabled (no extraction).
 
 Fail-open: always exits 0, logs errors to stderr only.
 
@@ -81,7 +81,7 @@ def _capture() -> None:
         "client": "claude-code",
         "session_id": session_id,
         "project": project,
-        "reinforce": False,
+        "reinforce": True,
     }
 
     body = json.dumps(payload, ensure_ascii=True).encode("utf-8")
diff --git a/tests/test_capture_stop.py b/tests/test_capture_stop.py
index 2fcd481..3fbf375 100644
--- a/tests/test_capture_stop.py
+++ b/tests/test_capture_stop.py
@@ -183,7 +183,7 @@ class TestCapture:
         assert body["prompt"] == "Please explain how the backup system works in detail"
         assert body["client"] == "claude-code"
         assert body["session_id"] == "test-session-123"
-        assert body["reinforce"] is False
+        assert body["reinforce"] is True
 
     @mock.patch("capture_stop.urllib.request.urlopen")
     def test_skips_when_disabled(self, mock_urlopen, tmp_path):