Inject context

memory.py

@@ -195,6 +195,69 @@ def add_task(title, client_name="", project_name="", details="", due_at=""):
         return row_to_dict(db.execute("SELECT * FROM tasks WHERE id = ?", (cursor.lastrowid,)).fetchone())
 
 
+def list_clients(limit=100):
+    with connect() as db:
+        rows = db.execute(
+            "SELECT * FROM clients ORDER BY name COLLATE NOCASE LIMIT ?",
+            (limit,),
+        ).fetchall()
+        return [row_to_dict(row) for row in rows]
+
+
+def get_memory_snapshot(limit=25):
+    with connect() as db:
+        clients = db.execute(
+            """
+            SELECT c.*,
+                   COUNT(t.id) AS open_task_count
+            FROM clients c
+            LEFT JOIN tasks t ON t.client_id = c.id AND t.done = 0
+            GROUP BY c.id
+            ORDER BY c.name COLLATE NOCASE
+            LIMIT ?
+            """,
+            (limit,),
+        ).fetchall()
+        tasks = db.execute(
+            """
+            SELECT t.*, c.name AS client_name, p.name AS project_name
+            FROM tasks t
+            LEFT JOIN clients c ON c.id = t.client_id
+            LEFT JOIN projects p ON p.id = t.project_id
+            WHERE t.done = 0
+            ORDER BY t.created_at DESC
+            LIMIT ?
+            """,
+            (limit,),
+        ).fetchall()
+        projects = db.execute(
+            """
+            SELECT p.*, c.name AS client_name
+            FROM projects p
+            LEFT JOIN clients c ON c.id = p.client_id
+            ORDER BY p.updated_at DESC
+            LIMIT ?
+            """,
+            (limit,),
+        ).fetchall()
+        repos = db.execute(
+            """
+            SELECT r.*, p.name AS project_name
+            FROM repositories r
+            LEFT JOIN projects p ON p.id = r.project_id
+            ORDER BY r.updated_at DESC
+            LIMIT ?
+            """,
+            (limit,),
+        ).fetchall()
+        return {
+            "clients": [row_to_dict(row) for row in clients],
+            "tasks": [row_to_dict(row) for row in tasks],
+            "projects": [row_to_dict(row) for row in projects],
+            "repositories": [row_to_dict(row) for row in repos],
+        }
+
+
 def close_task(task_id):
     with connect() as db:
         row = db.execute(