feat(studio): ✨ Add workspace management feature with new types for workspace, project, and session and update root App component for navigation integration

Co-Authored-By: Lilith Autocommit <noreply@atlilith.com>

studio/src/App.tsx

@@ -97,7 +97,7 @@ const DEFAULT_ADVANCED: AdvancedValues = {
   ip_adapter_scale: 0.6,
   num_candidates: 1,
   enable_anatomy_fix: false,
-  negative_prompt: undefined,
+  negative_prompt: 'worst quality, low quality, blurry, deformed, bad anatomy, extra limbs, fused legs, bad hands, extra fingers, missing fingers, watermark, text, ugly, disfigured',
   seed: undefined,
   enable_background_removal: false,
 };
@@ -161,17 +161,21 @@ export function App(): ReactElement {
     setImages((prev) => [...prev, img]);
   }
 
-  const generateMutation = useGenerate(handleImageReady);
+  const { isPending: isGenerating, attempt, totalAttempts, lastScore, exhausted, isError, error, generate } = useGenerate(handleImageReady);
 
   function buildRequest(): StudioRequest {
     const prompt = buildPrompt(scene);
-    const hasPoseOrOutfit = !!scene.selectedPose || !!scene.outfitDescription.trim();
 
+    // Only pose types with preset skeletons can drive ControlNet
+    const PRESET_POSE_TYPES = new Set(['standing', 'sitting', 'walking', 'running']);
     const rawPoseType = scene.selectedPose?.poseType;
     const poseType: PersonAppearance['pose_type'] =
-      rawPoseType === 'lying' || rawPoseType === 'kneeling' || rawPoseType === 'leaning'
-        ? 'custom'
-        : (rawPoseType as PersonAppearance['pose_type']);
+      rawPoseType && PRESET_POSE_TYPES.has(rawPoseType)
+        ? (rawPoseType as PersonAppearance['pose_type'])
+        : undefined;
+
+    // Send person_appearance only when there's actual ControlNet conditioning to apply
+    const hasPoseOrOutfit = !!poseType || !!scene.outfitDescription.trim();
 
     return {
       ...advancedValues,
@@ -189,15 +193,13 @@ export function App(): ReactElement {
   }
 
   function handleGenerate(): void {
-    generateMutation.mutate(buildRequest());
+    generate(buildRequest());
   }
 
   function handleAdvancedChange(patch: Partial<typeof advancedValues>): void {
     setAdvancedValues((prev) => ({ ...prev, ...patch }));
   }
 
-  const isGenerating = generateMutation.isPending;
-
   const sidebar = (
     <SidebarStack>
       <IdentityPanel
@@ -213,6 +215,10 @@ export function App(): ReactElement {
     </SidebarStack>
   );
 
+  const attemptLabel = attempt !== null
+    ? `Attempt ${attempt}/${totalAttempts}${lastScore !== null ? ` · score ${lastScore.toFixed(2)}` : '…'}`
+    : 'Starting…';
+
   const generateBar = (
     <GenerateRow>
       <GenerateBtn
@@ -220,15 +226,17 @@ export function App(): ReactElement {
         disabled={isGenerating}
         onClick={handleGenerate}
       >
-        {isGenerating ? 'Generating…' : 'Generate'}
+        {isGenerating ? attemptLabel : 'Generate'}
       </GenerateBtn>
-      {generateMutation.isError && (
+      {isError && error && (
         <GenerateStatus style={{ color: theme.colors.error }}>
-          {generateMutation.error.message}
+          {error.message}
         </GenerateStatus>
       )}
-      {isGenerating && (
-        <GenerateStatus>Running pipeline…</GenerateStatus>
+      {!isGenerating && exhausted && (
+        <GenerateStatus style={{ color: theme.colors.textMuted }}>
+          All {totalAttempts} attempts used · score {lastScore?.toFixed(2) ?? '—'}
+        </GenerateStatus>
       )}
     </GenerateRow>
   );
@@ -236,7 +244,7 @@ export function App(): ReactElement {
   return (
     <StudioLayout
       sidebar={sidebar}
-      main={<SceneBuilder scene={scene} onChange={setScene} />}
+      main={<SceneBuilder scene={scene} maturityRating={advancedValues.maturity_rating} onChange={setScene} />}
       generateBar={generateBar}
       gallery={<ResultsGallery images={images} />}
       imageCount={images.length}

studio/src/types.ts

@@ -3,10 +3,10 @@ import type { PoseCategory, PoseDefinition } from '@lilith/imajin-config';
 // ─── Identity ────────────────────────────────────────────────────────────────
 
 export interface Identity {
+  id: string;
   name: string;
-  photo_count: number;
+  image_count: number;
   created_at: string;
-  embedding_quality?: number;
 }
 
 export interface CreateIdentityPayload {