[eric] browser: subtle Remembered/Learned chip on the agent card so memory feels earned, zero clicks

backend/apps/agents/browser/browser_agent.py

@@ -405,12 +405,19 @@ async def run_browser_agent(
     # picking up where it left off, not figuring the site out cold again. Only
     # when strategy was actually seeded, so it's honest, never noise.
     if pb_seeded and _pb_host:
+        session.memory_recalled = True  # drives the subtle "Remembered" card chip
         _recall_msg = Message(role="assistant",
                               content=f"Picking up what I learned about {_pb_host} from a previous visit.")
         session.messages.append(_recall_msg)
         await ws_manager.send_to_session(session_id, "agent:message", {
             "session_id": session_id, "message": _recall_msg.model_dump(mode="json"),
         })
+        # Push the session so the "Remembered" chip shows WHILE it works (the
+        # high-value moment), not just on the finished card.
+        await ws_manager.send_to_session(session_id, "agent:status", {
+            "session_id": session_id, "status": session.status,
+            "session": session.model_dump(mode="json"),
+        })
 
     async def _cancellable(coro):
         """Race any awaitable against the cancel event. Returns None if cancelled."""
@@ -1150,6 +1157,7 @@ async def run_browser_agent(
                     # sees the agent got a little smarter for next time. Only when
                     # it genuinely learned something, so it stays honest + rare.
                     if changed:
+                        session.memory_learned = True  # drives the subtle "Learned" card chip
                         _learn_msg = Message(role="assistant",
                                              content=f"Noted what worked on {pb_host} so I'm faster here next time.")
                         session.messages.append(_learn_msg)

backend/apps/agents/core/models.py

@@ -116,6 +116,10 @@ class AgentSession(BaseModel):
     dashboard_id: Optional[str] = None
     browser_id: Optional[str] = None
     parent_session_id: Optional[str] = None
+    # Browser memory signals, drive the subtle "remembered/learned" card chip so
+    # the user feels the agent getting smarter without lifting a finger.
+    memory_recalled: bool = False
+    memory_learned: bool = False
     needs_fork: bool = False
     # Stronger than needs_fork: drop resume= and replay history into a fresh sdk_session_id; fork_session alone won't re-read mcp_servers.
     needs_fresh_session: bool = False

frontend/src/app/pages/Dashboard/cards/AgentCard.tsx

@@ -5,6 +5,8 @@ import Chip from '@mui/material/Chip';
 import IconButton from '@mui/material/IconButton';
 import Button from '@mui/material/Button';
 import Tooltip from '@mui/material/Tooltip';
+import Fade from '@mui/material/Fade';
+import AutoAwesomeIcon from '@mui/icons-material/AutoAwesome';
 import CheckIcon from '@mui/icons-material/Check';
 import CheckCircleIcon from '@mui/icons-material/CheckCircle';
 import CancelIcon from '@mui/icons-material/Cancel';
@@ -766,6 +768,29 @@ const AgentCard: React.FC<Props> = ({
                 flexShrink: 0,
               }}
             />
+            {/* Calm, zero-click signal: the agent recalled or built up memory of
+                this site, so the user feels it getting smarter on its own. */}
+            <Fade in={session.memory_recalled || session.memory_learned} timeout={{ enter: 200, exit: 220 }} unmountOnExit>
+              <Tooltip title={session.memory_learned
+                ? 'Saved what worked here, so it is faster next time'
+                : 'Using what it learned here on a past visit'}>
+                <Chip
+                  icon={<AutoAwesomeIcon sx={{ fontSize: 13, color: `${accentColor} !important` }} />}
+                  label={session.memory_learned ? 'Learned' : 'Remembered'}
+                  size="small"
+                  sx={{
+                    bgcolor: c.bg.secondary,
+                    color: accentColor,
+                    border: `1px solid ${accentColor}33`,
+                    fontWeight: 600,
+                    fontSize: '0.68rem',
+                    height: 22,
+                    flexShrink: 0,
+                    '& .MuiChip-icon': { ml: '4px' },
+                  }}
+                />
+              </Tooltip>
+            </Fade>
           </Box>
           <Box
             onPointerDown={(e) => e.stopPropagation()}

frontend/src/shared/state/agentsSlice.ts

@@ -82,6 +82,9 @@ export interface AgentSession {
   dashboard_id?: string;
   browser_id?: string | null;
   parent_session_id?: string | null;
+  /** Browser memory signals that drive the subtle "Remembered"/"Learned" card chip. */
+  memory_recalled?: boolean;
+  memory_learned?: boolean;
   thinking_level?: 'off' | 'low' | 'medium' | 'high' | 'auto';
   active_mcps?: string[];
   ctx_used_pct?: number;