refactor(lib): extract large inline python blocks to lib_py package and optimize abstraction layer

.agents/skills/multi-agent-mux-monitor/scripts/reconcile.sh

@@ -491,16 +491,40 @@ if herdr_confirmed:
             workspace_root = os.path.abspath(os.path.join(os.path.dirname(yaml_path), '..'))
         if os.path.exists(os.path.join(workspace_root, '.mam', f"purging-{name}")):
             continue
-        if name.endswith('-creator-claude'):
-            agent = 'claude'
-        elif name.endswith('-creator-agy'):
-            agent = 'agy'
-        elif name.endswith('-creator-hermes'):
-            agent = 'hermes'
-        elif name.endswith('-creator-cline'):
-            agent = 'cline'
-        else:
+        agent = None
+        role = 'creator'
+        for r_name in ('creator', 'planner', 'reviewer'):
+            for a_name in ('claude', 'agy', 'hermes', 'cline'):
+                if name.endswith(f"-{r_name}-{a_name}"):
+                    role = r_name
+                    agent = a_name
+                    break
+            if agent:
+                break
+
+        if not agent:
+            # Check MAM_MANAGED env marker from pane process environment if available
+            srv_opt = t.get('server', 'default')
+            pm_check = pane_meta(name, srv_opt)
+            if pm_check and pm_check.get('pid'):
+                try:
+                    pid_val = pm_check['pid']
+                    env_output = subprocess.check_output(['ps', 'eww', '-p', str(pid_val)], text=True, stderr=subprocess.DEVNULL)
+                    for tok in env_output.split():
+                        if tok.startswith('MAM_MANAGED='):
+                            managed_path = tok.split('=', 1)[1]
+                            if os.path.realpath(managed_path) == os.path.realpath(workspace_root):
+                                for a_name in ('claude', 'agy', 'hermes', 'cline'):
+                                    if a_name in pm_check.get('cmd', '') or a_name in pm_check.get('cmd_full', ''):
+                                        agent = a_name
+                                        break
+                            break
+                except Exception:
+                    pass
+
+        if not agent:
             continue
+
         srv = t.get('server', 'default')
         pm = pane_meta(name, srv)
         if not pm:
@@ -528,6 +552,7 @@ if herdr_confirmed:
         entry = {
             'name': name,
             'status': 'running',
+            'role': role,
             'herdr_session_created_at': datetime.fromtimestamp(created_epoch, tz=timezone.utc).strftime('%Y-%m-%dT%H:%M:%SZ'),
             'herdr_session_epoch': created_epoch,
             'herdr_session': srv,