Merge PR #388: Daily Workflow Integration & Enhanced Reliability

- Resolve merge conflicts in backend/services/today_workflow_service.py and frontend/src/stores/workflowStore.ts
- Backend: Keep robust handling for both dict and object types in TaskProposal conversion
- Backend: Combine dependencies coercion with task metadata normalization
- Frontend: Implement graceful fallback pattern (try server first, then local generation on unavailability)
- Add provenanceSummary integration from server responses
- Ensure degraded mode handling with appropriate messaging

frontend/src/components/MainDashboard/components/WorkflowProgressBar.tsx

@@ -82,6 +82,15 @@ const WorkflowProgressBar: React.FC<WorkflowProgressBarProps> = ({
     return 'Ready to Start';
   };
 
+  const getProvenanceLabel = () => {
+    const summary = currentWorkflow?.provenanceSummary;
+    if (!summary) return 'Daily Workflow';
+    if (summary.generationMode === 'agent_committee') return 'Personalized by Agents';
+    if (summary.generationMode === 'llm_generation' && !summary.fallbackUsed) return 'AI Personalized Guide';
+    if (summary.fallbackUsed || summary.generationMode === 'controlled_fallback') return 'Baseline Daily Guide';
+    return 'Daily Workflow';
+  };
+
   return (
     <motion.div
       initial={{ opacity: 0, y: -20 }}
@@ -128,6 +137,16 @@ const WorkflowProgressBar: React.FC<WorkflowProgressBarProps> = ({
                 fontWeight: 600
               }}
             />
+            <Chip
+              label={getProvenanceLabel()}
+              size="small"
+              sx={{
+                background: 'rgba(255,255,255,0.08)',
+                color: 'rgba(255,255,255,0.9)',
+                border: '1px solid rgba(255,255,255,0.2)',
+                fontWeight: 600
+              }}
+            />
           </Box>
 
           {/* Controls */}

frontend/src/stores/workflowStore.ts

@@ -164,32 +164,36 @@ export const useWorkflowStore = create<WorkflowState>()(
       // Generate daily workflow
       generateDailyWorkflow: async (userId: string, date?: string) => {
         set({ isLoading: true, error: null });
-
+        
         try {
           const resp = await apiClient.get('/api/today-workflow', { params: date ? { date } : {} });
           const serverWorkflow = resp?.data?.data?.workflow as DailyWorkflow | undefined;
-
-          if (!serverWorkflow || !Array.isArray(serverWorkflow.tasks)) {
-            throw new WorkflowError({
-              code: 'WORKFLOW_SCHEMA_INVALID',
-              message: 'Server workflow response is missing a valid tasks array.',
-              timestamp: new Date(),
-              recoverable: false,
-              suggestedAction: 'Refresh and try again. If this persists, contact support.'
+          const planSummary = resp?.data?.data?.plan?.provenance_summary;
+          
+          if (serverWorkflow && Array.isArray(serverWorkflow.tasks)) {
+            if (planSummary && !serverWorkflow.provenanceSummary) {
+              serverWorkflow.provenanceSummary = planSummary;
+            }
+            const normalizedWorkflow = normalizeServerWorkflow(serverWorkflow);
+            const derived = computeProgressAndNavigation(normalizedWorkflow);
+            set({
+              currentWorkflow: normalizedWorkflow,
+              workflowProgress: derived.progress,
+              navigationState: derived.navigation,
+              isLoading: false,
+              isDegradedMode: false,
+              degradedModeReason: null,
             });
+            return;
           }
 
-          const normalizedWorkflow = normalizeServerWorkflow(serverWorkflow);
-          const derived = computeProgressAndNavigation(normalizedWorkflow);
-          set({
-            currentWorkflow: normalizedWorkflow,
-            workflowProgress: derived.progress,
-            navigationState: derived.navigation,
-            isLoading: false,
-            isDegradedMode: false,
-            degradedModeReason: null,
+          throw new WorkflowError({
+            code: 'WORKFLOW_SCHEMA_INVALID',
+            message: 'Server workflow response is missing a valid tasks array.',
+            timestamp: new Date(),
+            recoverable: false,
+            suggestedAction: 'Refresh and try again. If this persists, contact support.'
           });
-          return;
         } catch (error) {
           if (!isServerUnavailableError(error)) {
             set({

frontend/src/types/workflow.ts

@@ -5,6 +5,14 @@ export type TaskStatus = 'pending' | 'in_progress' | 'completed' | 'skipped';
 export type TaskPriority = 'high' | 'medium' | 'low';
 export type ActionType = 'navigate' | 'modal' | 'external';
 export type WorkflowStatus = 'not_started' | 'in_progress' | 'completed' | 'paused' | 'stopped';
+export type WorkflowGenerationMode = 'agent_committee' | 'llm_generation' | 'llm_pillar_backfill' | 'controlled_fallback';
+
+export interface WorkflowProvenanceSummary {
+  generationMode: WorkflowGenerationMode;
+  committeeAgentCount: number;
+  fallbackUsed: boolean;
+  taskSourceBreakdown: Partial<Record<WorkflowGenerationMode, number>>;
+}
 
 export interface TodayTask {
   id: string;
@@ -44,6 +52,7 @@ export interface DailyWorkflow {
   completedAt?: Date;
   totalEstimatedTime: number; // in minutes
   actualTimeSpent: number; // in minutes
+  provenanceSummary?: WorkflowProvenanceSummary;
 }
 
 export interface WorkflowProgress {
@@ -54,6 +63,7 @@ export interface WorkflowProgress {
   nextTask?: TodayTask;
   estimatedTimeRemaining: number; // in minutes
   actualTimeSpent: number; // in minutes
+  provenanceSummary?: WorkflowProvenanceSummary;
 }
 
 export interface TaskCompletionData {