feat: include created_at timestamp in search results (#846)

* feat: include created_at timestamp in search results (closes #465)

Surface the existing filed_at metadata as created_at in search result
objects returned by search_memories(). Enables temporal reasoning over
search hits without additional queries.

* Feat: add fallback for missing filed_at metadata

mempalace/searcher.py

@@ -411,6 +411,7 @@ def search_memories(
             "wing": meta.get("wing", "unknown"),
             "room": meta.get("room", "unknown"),
             "source_file": Path(source).name if source else "?",
+            "created_at": meta.get("filed_at", "unknown"),
             "similarity": round(max(0.0, 1 - effective_dist), 3),
             "distance": round(dist, 4),
             "effective_distance": round(effective_dist, 4),

tests/test_searcher.py

@@ -51,6 +51,28 @@ class TestSearchMemories:
         assert "source_file" in hit
         assert "similarity" in hit
         assert isinstance(hit["similarity"], float)
+        assert "created_at" in hit
+
+    def test_created_at_contains_filed_at(self, palace_path, seeded_collection):
+        """created_at surfaces the filed_at metadata from the drawer."""
+        result = search_memories("JWT authentication", palace_path)
+        hit = result["results"][0]
+        assert hit["created_at"] == "2026-01-01T00:00:00"
+
+    def test_created_at_fallback_when_filed_at_missing(self):
+        """created_at defaults to 'unknown' when filed_at is absent."""
+        mock_col = MagicMock()
+        mock_col.query.return_value = {
+            "ids": [["drawer_no_date"]],
+            "documents": [["Some text without a date"]],
+            "metadatas": [[{"wing": "project", "room": "backend", "source_file": "x.py"}]],
+            "distances": [[0.1]],
+        }
+
+        with patch("mempalace.searcher.get_collection", return_value=mock_col):
+            result = search_memories("test", "/fake/path")
+        hit = result["results"][0]
+        assert hit["created_at"] == "unknown"
 
     def test_search_memories_query_error(self):
         """search_memories returns error dict when query raises."""