feat(admin): add NSFW flag to packs, remove intensity

Re-add is_explicit toggle on pack and dare pack forms labeled as
"NSFW". Show NSFW badge on pack cards and user enabled packs.

Remove all intensity/comfort level references from admin UI including
form fields, analytics charts, review dialog columns, AI generation
prompts/scoring, cherry-pick balancing, and settings toggles. The
database columns remain unchanged.

apps/admin/src/components/ai/AIPolishButton.tsx

@@ -10,10 +10,9 @@ interface AIPolishButtonProps {
     onPolished: (newText: string) => void;
     className?: string;
     disabled?: boolean;
-    explicit?: boolean;
 }
 
-export function AIPolishButton({ text, type, onPolished, className, disabled, explicit = false }: AIPolishButtonProps) {
+export function AIPolishButton({ text, type, onPolished, className, disabled }: AIPolishButtonProps) {
     const [loading, setLoading] = useState(false);
 
     const handlePolish = async (e: React.MouseEvent) => {
@@ -25,7 +24,7 @@ export function AIPolishButton({ text, type, onPolished, className, disabled, ex
 
         setLoading(true);
         try {
-            const polished = await polishContent(text, type, explicit);
+            const polished = await polishContent(text, type, false);
             onPolished(polished);
             toast.success('Text polished!');
         } catch (error) {

apps/admin/src/components/ai/AiGeneratorDialog.tsx

@@ -114,8 +114,6 @@ export function AiGeneratorDialog({
                         context={context}
                         config={generation.config}
                         onCountChange={generation.setCount}
-                        onExplicitChange={generation.setExplicit}
-                        onCrudeLangChange={generation.setCrudeLang}
                         onInspirationChange={generation.setInspiration}
                     />
 

apps/admin/src/components/ai/GenerationForm.tsx

@@ -1,7 +1,6 @@
 import { Input } from '@/components/ui/input';
 import { Label } from '@/components/ui/label';
 import { Textarea } from '@/components/ui/textarea';
-import { Switch } from '@/components/ui/switch';
 import type { GeneratorType, GeneratorContext, GenerationConfig } from './hooks/useAiGeneration';
 
 // =============================================================================
@@ -13,8 +12,6 @@ interface GenerationFormProps {
     context?: GeneratorContext;
     config: GenerationConfig;
     onCountChange: (count: number) => void;
-    onExplicitChange: (isExplicit: boolean) => void;
-    onCrudeLangChange: (crudeLang: boolean) => void;
     onInspirationChange: (inspiration: string) => void;
 }
 
@@ -27,8 +24,6 @@ export function GenerationForm({
     context,
     config,
     onCountChange,
-    onExplicitChange,
-    onCrudeLangChange,
     onInspirationChange,
 }: GenerationFormProps) {
     return (
@@ -49,29 +44,6 @@ export function GenerationForm({
                 </div>
             )}
 
-            {/* Explicit Toggle */}
-            <div className="flex items-center space-x-2">
-                <Switch
-                    id="explicit-mode"
-                    checked={config.isExplicit}
-                    onCheckedChange={onExplicitChange}
-                />
-                <Label htmlFor="explicit-mode">Explicit Content</Label>
-            </div>
-
-            {/* Crude Language Override Toggle */}
-            <div className="flex items-center space-x-2">
-                <Switch
-                    id="crude-lang"
-                    checked={config.crudeLang}
-                    onCheckedChange={onCrudeLangChange}
-                />
-                <Label htmlFor="crude-lang">Crude Language Override</Label>
-                <span className="text-xs text-muted-foreground">
-                    (use "fuck", "suck cock" etc. instead of tasteful phrasing)
-                </span>
-            </div>
-
             {/* Inspiration/Suggestions Textarea */}
             <div className="space-y-2">
                 <Label htmlFor="inspiration">Inspiration / Suggestions (optional)</Label>

apps/admin/src/components/ai/hooks/useAiGeneration.ts

@@ -1,4 +1,4 @@
-import { useState, useEffect, useCallback } from 'react';
+import { useState, useCallback } from 'react';
 import {
     generatePack,
     generateQuestionsWithCouncil,
@@ -32,13 +32,10 @@ export interface GeneratorContext {
     existingCategories?: string[];
     existingPacks?: string[];
     existingQuestions?: string[];
-    isExplicit?: boolean;
 }
 
 export interface GenerationConfig {
     count: number;
-    isExplicit: boolean;
-    crudeLang: boolean;
     inspiration: string;
 }
 
@@ -76,8 +73,6 @@ export function useAiGeneration(
     // Config state
     const [config, setConfig] = useState<GenerationConfig>({
         count: 10,
-        isExplicit: Boolean(context?.isExplicit),
-        crudeLang: false,
         inspiration: '',
     });
 
@@ -117,27 +112,11 @@ export function useAiGeneration(
     // Council config
     const councilConfig = getCouncilConfig();
 
-    // Update explicit flag when context changes
-    useEffect(() => {
-        setConfig(prev => ({
-            ...prev,
-            isExplicit: Boolean(context?.isExplicit),
-        }));
-    }, [context?.isExplicit, type]);
-
     // Config setters
     const setCount = useCallback((count: number) => {
         setConfig(prev => ({ ...prev, count }));
     }, []);
 
-    const setExplicit = useCallback((isExplicit: boolean) => {
-        setConfig(prev => ({ ...prev, isExplicit }));
-    }, []);
-
-    const setCrudeLang = useCallback((crudeLang: boolean) => {
-        setConfig(prev => ({ ...prev, crudeLang }));
-    }, []);
-
     const setInspiration = useCallback((inspiration: string) => {
         setConfig(prev => ({ ...prev, inspiration }));
     }, []);
@@ -182,7 +161,7 @@ export function useAiGeneration(
     const reset = useCallback(() => {
         setResults({ pack: null, questions: [], categoryIdeas: [], packIdeas: [] });
         setSelectedIndices(new Set());
-        setConfig(prev => ({ ...prev, crudeLang: false, inspiration: '' }));
+        setConfig(prev => ({ ...prev, inspiration: '' }));
         setReviewState({
             reviews: [],
             summary: null,
@@ -216,7 +195,8 @@ export function useAiGeneration(
         setFilter('all');
         setSourceModel(null);
 
-        const isExplicit = config.isExplicit;
+        const isExplicit = false;
+        const crudeLang = false;
 
         try {
             if (type === 'pack') {
@@ -232,7 +212,7 @@ export function useAiGeneration(
                 const result = await generatePack(
                     context?.categoryName,
                     isExplicit,
-                    config.crudeLang,
+                    crudeLang,
                     config.inspiration || undefined,
                     avoidNames
                 );
@@ -249,11 +229,10 @@ export function useAiGeneration(
                 const result = await generateQuestionsWithCouncil(
                     context.packName,
                     config.count,
-                    undefined,
-                    isExplicit ? 5 : 2,
+                    2,
                     context.packDescription || undefined,
                     context.existingQuestions,
-                    config.crudeLang,
+                    crudeLang,
                     config.inspiration || undefined,
                     setProgress
                 );
@@ -309,7 +288,7 @@ export function useAiGeneration(
                 const result = await suggestCategories(
                     context?.existingCategories || [],
                     isExplicit,
-                    config.crudeLang,
+                    crudeLang,
                     config.inspiration || undefined,
                     avoidNames
                 );
@@ -335,7 +314,7 @@ export function useAiGeneration(
                     context.categoryName,
                     context?.existingPacks || [],
                     isExplicit,
-                    config.crudeLang,
+                    crudeLang,
                     config.inspiration || undefined,
                     avoidNames
                 );
@@ -366,8 +345,6 @@ export function useAiGeneration(
         // Config
         config,
         setCount,
-        setExplicit,
-        setCrudeLang,
         setInspiration,
 
         // Results

apps/admin/src/components/content/PackFormDialog.tsx

@@ -260,10 +260,10 @@ export function PackFormDialog({
                         </div>
                     )}
 
-                    {/* Explicit Toggle */}
+                    {/* NSFW Toggle */}
                     <div className="flex items-center justify-between">
                         <div className="space-y-0.5">
-                            <Label>Explicit Content</Label>
+                            <Label>NSFW</Label>
                             <p className="text-sm text-muted-foreground">
                                 Contains adult or mature content
                             </p>

apps/admin/src/components/content/ReviewQuestionsDialog.tsx

@@ -11,7 +11,7 @@ import { Button } from '@/components/ui/button';
 import { Badge } from '@/components/ui/badge';
 import { Checkbox } from '@/components/ui/checkbox';
 import { Table, TableBody, TableCell, TableHead, TableHeader, TableRow } from '@/components/ui/table';
-import { Loader2, Sparkles, ArrowRight, Check, Wand2, ShieldCheck, Gauge, Trash2, Package } from 'lucide-react';
+import { Loader2, Sparkles, ArrowRight, Check, Wand2, ShieldCheck, Trash2, Package } from 'lucide-react';
 import {
     analyzeQuestionText,
     analyzeQuestionTargets,
@@ -51,7 +51,6 @@ interface ReviewQuestionsDialogProps {
     open: boolean;
     onOpenChange: (open: boolean) => void;
     questions: Question[];
-    isExplicit?: boolean;
     onUpdated: () => void;
 }
 
@@ -64,14 +63,13 @@ interface CombinedSuggestion {
     deleteSuggestion?: DeletionAnalysis;
 }
 
-export function ReviewQuestionsDialog({ open, onOpenChange, questions, isExplicit = false, onUpdated }: ReviewQuestionsDialogProps) {
+export function ReviewQuestionsDialog({ open, onOpenChange, questions, onUpdated }: ReviewQuestionsDialogProps) {
     const [analyzing, setAnalyzing] = useState(false);
     const [suggestions, setSuggestions] = useState<CombinedSuggestion[]>([]);
     const [existingProps, setExistingProps] = useState<string[]>([]);
     const [selectedTextIds, setSelectedTextIds] = useState<Set<string>>(new Set());
     const [selectedTargetIds, setSelectedTargetIds] = useState<Set<string>>(new Set());
     const [selectedPropsIds, setSelectedPropsIds] = useState<Set<string>>(new Set());
-    const [selectedIntensityIds, setSelectedIntensityIds] = useState<Set<string>>(new Set());
     const [selectedDeleteIds, setSelectedDeleteIds] = useState<Set<string>>(new Set());
     const [step, setStep] = useState<'initial' | 'review'>('initial');
     const [applying, setApplying] = useState(false);
@@ -134,10 +132,10 @@ export function ReviewQuestionsDialog({ open, onOpenChange, questions, isExplici
             const [textResults, targetResults, deleteResults, propsResults] = await Promise.all([
                 analyzeQuestionText(
                     questions.map(q => ({ ...q, intensity: q.intensity })),
-                    isExplicit
+                    false
                 ),
                 analyzeQuestionTargets(questions),
-                analyzeQuestionDeletions(questions, isExplicit),
+                analyzeQuestionDeletions(questions, false),
                 analyzeQuestionProps(
                     questions.map(q => ({
                         id: q.id,
@@ -192,10 +190,6 @@ export function ReviewQuestionsDialog({ open, onOpenChange, questions, isExplici
             setSelectedTargetIds(new Set(meaningfulTargetResults.map(r => r.id)));
             setSelectedPropsIds(new Set(meaningfulPropsResults.map(r => r.id)));
             setSelectedDeleteIds(new Set(deleteResults.map(r => r.id)));
-            // Select intensity suggestions by default
-            setSelectedIntensityIds(new Set(
-                textResults.filter(r => r.suggested_intensity != null).map(r => r.id)
-            ));
             setStep('review');
         } catch (error) {
             console.error(error);
@@ -211,17 +205,15 @@ export function ReviewQuestionsDialog({ open, onOpenChange, questions, isExplici
             const updates: { id: string; data: Record<string, unknown> }[] = [];
             const deleteIds = Array.from(selectedDeleteIds);
 
-            // Build update objects combining text, target, and intensity changes
+            // Build update objects combining text, target, and props changes
             suggestions.forEach(suggestion => {
                 if (selectedDeleteIds.has(suggestion.questionId)) return;
 
                 const textSelected = selectedTextIds.has(suggestion.questionId) && suggestion.textSuggestion;
                 const targetSelected = selectedTargetIds.has(suggestion.questionId) && suggestion.targetSuggestion;
                 const propsSelected = selectedPropsIds.has(suggestion.questionId) && suggestion.propsSuggestion;
-                const intensitySelected = selectedIntensityIds.has(suggestion.questionId) &&
-                    suggestion.textSuggestion?.suggested_intensity != null;
 
-                if (textSelected || targetSelected || propsSelected || intensitySelected) {
+                if (textSelected || targetSelected || propsSelected) {
                     const updateData: Record<string, unknown> = {};
 
                     if (textSelected && suggestion.textSuggestion) {
@@ -247,10 +239,6 @@ export function ReviewQuestionsDialog({ open, onOpenChange, questions, isExplici
                             : null;
                     }
 
-                    if (intensitySelected && suggestion.textSuggestion?.suggested_intensity != null) {
-                        updateData.intensity = suggestion.textSuggestion.suggested_intensity;
-                    }
-
                     if (Object.keys(updateData).length > 0) {
                         updates.push({ id: suggestion.questionId, data: updateData });
                     }
@@ -301,7 +289,6 @@ export function ReviewQuestionsDialog({ open, onOpenChange, questions, isExplici
             setSelectedTextIds(new Set());
             setSelectedTargetIds(new Set());
             setSelectedPropsIds(new Set());
-            setSelectedIntensityIds(new Set());
             setSelectedDeleteIds(new Set());
         }, 300);
     };
@@ -327,13 +314,6 @@ export function ReviewQuestionsDialog({ open, onOpenChange, questions, isExplici
         setSelectedPropsIds(next);
     };
 
-    const toggleIntensitySelection = (id: string) => {
-        const next = new Set(selectedIntensityIds);
-        if (next.has(id)) next.delete(id);
-        else next.add(id);
-        setSelectedIntensityIds(next);
-    };
-
     const toggleDeleteSelection = (id: string) => {
         const next = new Set(selectedDeleteIds);
         if (next.has(id)) next.delete(id);
@@ -387,14 +367,12 @@ export function ReviewQuestionsDialog({ open, onOpenChange, questions, isExplici
     const textSuggestionCount = suggestions.filter(s => s.textSuggestion).length;
     const targetSuggestionCount = suggestions.filter(s => s.targetSuggestion).length;
     const propsSuggestionCount = suggestions.filter(s => s.propsSuggestion).length;
-    const intensitySuggestionCount = suggestions.filter(s => s.textSuggestion?.suggested_intensity != null).length;
     const deleteSuggestionCount = suggestions.filter(s => s.deleteSuggestion).length;
     const effectiveTextCount = Array.from(selectedTextIds).filter(id => !selectedDeleteIds.has(id)).length;
     const effectiveTargetCount = Array.from(selectedTargetIds).filter(id => !selectedDeleteIds.has(id)).length;
     const effectivePropsCount = Array.from(selectedPropsIds).filter(id => !selectedDeleteIds.has(id)).length;
-    const effectiveIntensityCount = Array.from(selectedIntensityIds).filter(id => !selectedDeleteIds.has(id)).length;
-    const totalSelectedCount = effectiveTextCount + effectiveTargetCount + effectivePropsCount + effectiveIntensityCount + selectedDeleteIds.size;
-    const hasSuggestions = textSuggestionCount > 0 || targetSuggestionCount > 0 || propsSuggestionCount > 0 || intensitySuggestionCount > 0 || deleteSuggestionCount > 0;
+    const totalSelectedCount = effectiveTextCount + effectiveTargetCount + effectivePropsCount + selectedDeleteIds.size;
+    const hasSuggestions = textSuggestionCount > 0 || targetSuggestionCount > 0 || propsSuggestionCount > 0 || deleteSuggestionCount > 0;
 
     // Select all/none helpers
     const selectAllText = () => setSelectedTextIds(new Set(suggestions.filter(s => s.textSuggestion).map(s => s.questionId)));
@@ -403,24 +381,18 @@ export function ReviewQuestionsDialog({ open, onOpenChange, questions, isExplici
     const selectNoneTargets = () => setSelectedTargetIds(new Set());
     const selectAllProps = () => setSelectedPropsIds(new Set(suggestions.filter(s => s.propsSuggestion).map(s => s.questionId)));
     const selectNoneProps = () => setSelectedPropsIds(new Set());
-    const selectAllIntensity = () => setSelectedIntensityIds(new Set(
-        suggestions.filter(s => s.textSuggestion?.suggested_intensity != null).map(s => s.questionId)
-    ));
-    const selectNoneIntensity = () => setSelectedIntensityIds(new Set());
     const selectAllDeletes = () => setSelectedDeleteIds(new Set(suggestions.filter(s => s.deleteSuggestion).map(s => s.questionId)));
     const selectNoneDeletes = () => setSelectedDeleteIds(new Set());
     const selectAll = () => {
         selectAllText();
         selectAllTargets();
         selectAllProps();
-        selectAllIntensity();
         selectAllDeletes();
     };
     const selectNone = () => {
         selectNoneText();
         selectNoneTargets();
         selectNoneProps();
-        selectNoneIntensity();
         selectNoneDeletes();
     };
 
@@ -462,10 +434,6 @@ export function ReviewQuestionsDialog({ open, onOpenChange, questions, isExplici
                                     <Package className="h-5 w-5 text-cyan-400" />
                                     <span className="text-sm font-medium text-cyan-300">Required Props</span>
                                 </div>
-                                <div className="flex items-center gap-2 bg-amber-500/20 px-4 py-2 rounded-lg">
-                                    <Gauge className="h-5 w-5 text-amber-400" />
-                                    <span className="text-sm font-medium text-amber-300">Intensity Level</span>
-                                </div>
                                 <div className="flex items-center gap-2 bg-rose-500/20 px-4 py-2 rounded-lg">
                                     <Trash2 className="h-5 w-5 text-rose-400" />
                                     <span className="text-sm font-medium text-rose-300">Deletion Suggestions</span>
@@ -506,10 +474,6 @@ export function ReviewQuestionsDialog({ open, onOpenChange, questions, isExplici
                                                 <Package className="h-4 w-4 text-cyan-500" />
                                                 {propsSuggestionCount} props fixes
                                             </span>
-                                            <span className="flex items-center gap-1">
-                                                <Gauge className="h-4 w-4 text-amber-500" />
-                                                {intensitySuggestionCount} intensity fixes
-                                            </span>
                                             <span className="flex items-center gap-1">
                                                 <Trash2 className="h-4 w-4 text-rose-500" />
                                                 {deleteSuggestionCount} delete suggestions
@@ -572,22 +536,6 @@ export function ReviewQuestionsDialog({ open, onOpenChange, questions, isExplici
                                                             </Button>
                                                         </div>
                                                     </TableHead>
-                                                    <TableHead className="w-[10%]">
-                                                        <div className="flex items-center gap-2">
-                                                            <Gauge className="h-4 w-4 text-amber-500" />
-                                                            Intensity
-                                                            {intensitySuggestionCount > 0 && (
-                                                                <Button
-                                                                    variant="ghost"
-                                                                    size="sm"
-                                                                    className="h-6 px-2 text-xs"
-                                                                    onClick={() => selectedIntensityIds.size === intensitySuggestionCount ? selectNoneIntensity() : selectAllIntensity()}
-                                                                >
-                                                                    {selectedIntensityIds.size === intensitySuggestionCount ? 'None' : 'All'}
-                                                                </Button>
-                                                            )}
-                                                        </div>
-                                                    </TableHead>
                                                     <TableHead className="w-[10%]">
                                                         <div className="flex items-center gap-2">
                                                             <Trash2 className="h-4 w-4 text-rose-500" />
@@ -757,50 +705,6 @@ export function ReviewQuestionsDialog({ open, onOpenChange, questions, isExplici
                                                             )}
                                                         </TableCell>
 
-                                                        {/* Intensity Column */}
-                                                        <TableCell className="align-top py-3">
-                                                            <div className="flex items-center gap-2 mb-1">
-                                                                <Badge variant="outline" className="text-xs">
-                                                                    Current: {suggestion.question.intensity}
-                                                                </Badge>
-                                                            </div>
-                                                            {suggestion.textSuggestion?.suggested_intensity != null ? (
-                                                                <div
-                                                                    className={`p-2 rounded-lg border cursor-pointer transition-colors ${selectedIntensityIds.has(suggestion.questionId)
-                                                                            ? 'bg-amber-500/20 border-amber-500/50'
-                                                                            : 'bg-muted/30 border-transparent hover:bg-muted/50'
-                                                                        }`}
-                                                                    onClick={() => toggleIntensitySelection(suggestion.questionId)}
-                                                                >
-                                                                    <div className="flex items-start gap-2">
-                                                                        <Checkbox
-                                                                            checked={selectedIntensityIds.has(suggestion.questionId)}
-                                                                            onCheckedChange={() => toggleIntensitySelection(suggestion.questionId)}
-                                                                            className="mt-0.5"
-                                                                        />
-                                                                        <div className="flex-1 min-w-0">
-                                                                            <div className="flex items-center gap-2">
-                                                                                <ArrowRight className="h-3 w-3 text-muted-foreground" />
-                                                                                <Badge className="text-xs bg-amber-500/30 text-amber-300 hover:bg-amber-500/30">
-                                                                                    {suggestion.textSuggestion.suggested_intensity}
-                                                                                </Badge>
-                                                                            </div>
-                                                                            {suggestion.textSuggestion.intensity_reason && (
-                                                                                <div className="text-xs text-muted-foreground mt-1">
-                                                                                    {suggestion.textSuggestion.intensity_reason}
-                                                                                </div>
-                                                                            )}
-                                                                        </div>
-                                                                    </div>
-                                                                </div>
-                                                            ) : (
-                                                                <div className="text-xs text-muted-foreground">
-                                                                    <Check className="h-4 w-4 text-green-500 inline mr-1" />
-                                                                    Correct
-                                                                </div>
-                                                            )}
-                                                        </TableCell>
-
                                                         {/* Delete Column */}
                                                         <TableCell className="align-top py-3">
                                                             {suggestion.deleteSuggestion ? (

apps/admin/src/components/layout/Breadcrumbs.tsx

@@ -146,26 +146,26 @@ export function Breadcrumbs() {
     if (breadcrumbs.length === 0 && !loading) return null;
 
     return (
-        <nav className="flex items-center space-x-1 text-sm">
+        <nav className="flex items-center gap-1 text-sm overflow-x-auto whitespace-nowrap max-w-full pr-2">
             <Link
                 to="/"
-                className="flex items-center text-muted-foreground hover:text-primary transition-colors p-1 rounded-md hover:bg-white/5"
+                className="flex items-center text-muted-foreground hover:text-primary transition-colors p-1 rounded-md hover:bg-white/5 flex-shrink-0"
             >
                 <Home className="h-4 w-4" />
             </Link>
 
             {breadcrumbs.map((item, index) => (
-                <div key={index} className="flex items-center">
+                <div key={index} className="flex items-center flex-shrink-0">
                     <ChevronRight className="h-4 w-4 mx-1 text-muted-foreground/50" />
                     {item.href ? (
                         <Link
                             to={item.href}
-                            className="text-muted-foreground hover:text-primary transition-colors px-2 py-1 rounded-md hover:bg-white/5"
+                            className="text-muted-foreground hover:text-primary transition-colors px-2 py-1 rounded-md hover:bg-white/5 max-w-[160px] truncate"
                         >
                             {item.label}
                         </Link>
                     ) : (
-                        <span className="text-foreground font-medium px-2 py-1">
+                        <span className="text-foreground font-medium px-2 py-1 max-w-[180px] truncate">
                             {item.label}
                         </span>
                     )}

apps/admin/src/components/ui/tabs.tsx

@@ -11,7 +11,7 @@ const TabsList = React.forwardRef<
     <TabsPrimitive.List
         ref={ref}
         className={cn(
-            "inline-flex h-10 items-center justify-center rounded-md bg-muted p-1 text-muted-foreground",
+            "flex w-full flex-wrap items-center justify-start gap-1 rounded-md bg-muted p-1 text-muted-foreground sm:inline-flex sm:w-auto sm:flex-nowrap sm:justify-center",
             className
         )}
         {...props}

apps/admin/src/lib/ai/analyzers/text.ts

@@ -10,7 +10,7 @@ import type { TextAnalysis } from '../types';
  * Analyze question text and suggest improvements
  */
 export async function analyzeQuestionText(
-    questions: { id: string; text: string; partner_text?: string | null; intensity?: number }[],
+    questions: { id: string; text: string; partner_text?: string | null }[],
     isExplicit: boolean = false
 ): Promise<TextAnalysis[]> {
     const openai = getOpenAI();
@@ -19,7 +19,6 @@ export async function analyzeQuestionText(
         id: q.id,
         text: q.text,
         partner_text: q.partner_text,
-        intensity: q.intensity,
     }));
 
     const toneInstruction = isExplicit
@@ -83,17 +82,6 @@ Cards should be "Proposals" for specific actions, NOT interview questions.
 8. Skip questions that are ALREADY well-phrased
 </rules>
 
-<intensity_guide>
-Check if current intensity matches the activity:
-1 (Gentle): Emotional bonding, non-sexual (cooking, cuddling, foot massage)
-2 (Warm): Romantic, affectionate touch (slow dance, sensual massage, kissing)
-3 (Playful): Light sexual exploration (oral, mutual masturbation, light roleplay)
-4 (Steamy): Explicit sex, moderate adventure (intercourse, light bondage, anal play)
-5 (Intense): Advanced/BDSM/extreme (impact play, power dynamics, taboo kinks)
-
-If intensity seems wrong, include suggested_intensity and intensity_reason.
-</intensity_guide>
-
 <questions_to_analyze>
 ${JSON.stringify(simplifiedQuestions)}
 </questions_to_analyze>
@@ -105,14 +93,12 @@ ${JSON.stringify(simplifiedQuestions)}
       "id": string,                    // Question ID
       "suggested_text": string,        // Improved text (short, direct)
       "suggested_partner_text": string|null,  // Improved partner_text or null if symmetric
-      "reason": string,                // Brief explanation of text improvement
-      "suggested_intensity": number|null,  // 1-5 if intensity seems wrong, null if correct
-      "intensity_reason": string|null      // Why intensity should change (if applicable)
+      "reason": string                 // Brief explanation of text improvement
     }
   ]
 }
 
-Only include questions that need text improvement OR intensity adjustment.
+Only include questions that need text improvement.
 </output_format>`;
 
     const systemMessage = isExplicit

apps/admin/src/lib/ai/config.ts

@@ -1,6 +1,6 @@
 // =============================================================================
 // AI Configuration Constants
-// Council config, tone levels, intensity levels, and prompt guides
+// Council config, tone levels, and prompt guides
 // =============================================================================
 
 import { getCachedAiConfig, preloadAiConfig, type AiConfig } from '@/hooks/useAiConfig';
@@ -33,7 +33,6 @@ export function getCouncilConfig(): CouncilConfig {
             reviewerModel: remoteConfig.council_reviewer_model || 'google/gemini-pro-1.5',
             reviewerTemperature: remoteConfig.council_reviewer_temperature ?? 0.3,
             selectionMode: remoteConfig.council_selection_mode || 'whole_set',
-            cherryPickEnsureIntensityDistribution: remoteConfig.cherry_pick_ensure_intensity_distribution ?? true,
         };
     }
 
@@ -44,7 +43,6 @@ export function getCouncilConfig(): CouncilConfig {
         reviewerModel: import.meta.env.VITE_COUNCIL_REVIEWER_MODEL || 'google/gemini-pro-1.5',
         reviewerTemperature: 0.3,
         selectionMode: 'whole_set',
-        cherryPickEnsureIntensityDistribution: true,
     };
 }
 
@@ -69,67 +67,6 @@ export const TONE_LEVELS = [
     { level: 5, label: 'Intense', description: 'Advanced/BDSM/Extreme exploration' },
 ] as const;
 
-// =============================================================================
-// INTENSITY LEVELS
-// For UI display - consistent with AI grading
-// =============================================================================
-
-export const INTENSITY_LEVELS = [
-    { level: 1, label: 'Gentle', description: 'Pure emotional connection & non-sexual bonding', color: 'bg-green-500' },
-    { level: 2, label: 'Warm', description: 'Romantic atmosphere & affectionate touch', color: 'bg-lime-500' },
-    { level: 3, label: 'Playful', description: 'Light sexual exploration & sensual discovery', color: 'bg-yellow-500' },
-    { level: 4, label: 'Steamy', description: 'Explicit sexual activities & moderate adventure', color: 'bg-orange-500' },
-    { level: 5, label: 'Intense', description: 'Advanced/BDSM/Extreme exploration', color: 'bg-red-500' },
-] as const;
-
-// =============================================================================
-// INTENSITY GRADING GUIDE
-// Full version for detailed AI prompts
-// =============================================================================
-
-export const INTENSITY_GUIDE = `
-INTENSITY GRADING GUIDE - Use this to assign intensity levels consistently:
-
-Level 1 - GENTLE (Pure emotional connection & non-sexual bonding):
-- Focus: Emotional safety, friendship-based activities, quality time
-- Examples: Cook together, take a walk holding hands, give non-sexual foot massages, watch a movie cuddling
-- Emotional bonding without sexual undertones
-
-Level 2 - WARM (Romantic atmosphere & affectionate touch):
-- Focus: Creating romantic moments, sensual but non-sexual touch, building anticipation
-- Examples: Slow dance in the living room, candlelit bath together (non-sexual), extended kissing sessions, sensual massage with oils
-- Romantic intimacy building up to arousal
-
-Level 3 - PLAYFUL (Light sexual exploration & sensual discovery):
-- Focus: Sexual touch without penetration, playful experimentation, building arousal
-- Examples: Mutual masturbation, oral sex, light roleplay (doctor/patient), using basic toys together
-- Fun and exploratory sexual contact
-
-Level 4 - STEAMY (Explicit sexual activities & moderate adventure):
-- Focus: Full sexual intercourse with adventurous elements, moderate BDSM/kink
-- Examples: Sex in different locations/positions, light bondage, anal play with toys, recording consensual intimate moments
-- Passionate and adventurous sexual connection
-
-Level 5 - INTENSE (Advanced/BDSM/Extreme exploration):
-- Focus: Edge play, power dynamics, intense physical experiences
-- Examples: Heavy impact play, advanced bondage, consensual non-consent scenes, multi-partner activities
-- Very intense, taboo kinks, and extreme exploration
-`;
-
-// =============================================================================
-// INTENSITY GUIDE (SHORT)
-// Condensed version for prompts to save tokens
-// =============================================================================
-
-export const INTENSITY_GUIDE_SHORT = `
-INTENSITY LEVELS:
-1 (Gentle): Pure emotional connection, non-sexual bonding (cooking, cuddling, foot massages)
-2 (Warm): Romantic atmosphere, affectionate touch (slow dance, sensual massage, kissing)
-3 (Playful): Light sexual exploration, sensual discovery (oral, mutual masturbation, light roleplay)
-4 (Steamy): Explicit sexual activities, moderate adventure (sex positions, light bondage, anal play)
-5 (Intense): Advanced/BDSM/Extreme exploration (impact play, power dynamics, taboo kinks)
-`;
-
 // =============================================================================
 // REVIEW GUIDELINES
 // Used by council reviewer for quality assessment
@@ -155,32 +92,25 @@ REVIEW CRITERIA - Score each 1-10:
    - Partner text (if present) clearly describes receiver's experience
    - No confusing or ambiguous phrasing
 
-4. INTENSITY ACCURACY:
-   Level 1 (Gentle): Pure emotional connection, non-sexual bonding
-   Level 2 (Warm): Romantic atmosphere, affectionate touch
-   Level 3 (Playful): Light sexual exploration, sensual discovery (oral, toys)
-   Level 4 (Steamy): Explicit sexual activities, moderate adventure (intercourse, light bondage)
-   Level 5 (Intense): Advanced/BDSM/Extreme exploration (impact play, power dynamics)
-
-5. ANATOMICAL CONSISTENCY:
+4. ANATOMICAL CONSISTENCY:
    - No mixed male/female anatomy in alternatives
    - BAD: "Finger or give your partner a handjob"
    - GOOD: Pick one activity
 
-6. PARTNER TEXT QUALITY (if applicable):
+5. PARTNER TEXT QUALITY (if applicable):
    - Engaging and enticing, not clinical
    - BAD: "Receive oral from your partner"
    - GOOD: "Let your partner pleasure you with their mouth"
    - When initiator causes a response, frame as allowing: "Let your partner make you moan"
 
-7. COUPLE TARGETING (flag if incorrect):
+6. COUPLE TARGETING (flag if incorrect):
    - Default: ALL couples (null) unless explicit anatomical requirement
    - Restrict to ['male+male', 'female+male'] ONLY if activity requires penis
    - Restrict to ['female+male', 'female+female'] ONLY if activity requires vagina
    - Sex toys are GENDER-NEUTRAL (vibrators, dildos, plugs work for anyone)
    - Flag if targeting seems too restrictive or missing needed restrictions
 
-8. INITIATOR TARGETING (for asymmetric questions only):
+7. INITIATOR TARGETING (for asymmetric questions only):
    - Default: null (anyone can initiate) unless explicit anatomical requirement
    - Set initiator based on WHO DOES the action in "text" field
    - "Swallow your partner's cum" -> initiator: female (in M+F, receiver of cum)

apps/admin/src/lib/ai/generators/cherry-pick.ts

@@ -14,7 +14,6 @@ import type {
     PooledQuestion,
     CherryPickEvaluation,
     CherryPickResult,
-    CouncilConfig,
 } from '../types';
 
 /**
@@ -34,7 +33,6 @@ export async function evaluateQuestionPool(
         index: i,
         text: q.text,
         partner_text: q.partner_text || null,
-        intensity: q.intensity,
         generatorIndex: q.sourceGeneratorIndex,
     }));
 
@@ -69,11 +67,10 @@ ${REVIEW_GUIDELINES}
 
 <scoring_weights>
 Your scores will be weighted as follows for final selection:
-- Guideline Compliance: 25%
-- Creativity: 20%
-- Clarity: 20%
+- Guideline Compliance: 30%
+- Creativity: 25%
+- Clarity: 25%
 - Uniqueness: 20%
-- Intensity Accuracy: 15%
 
 Calibrate your scores knowing these weights. A low compliance score has the most impact.
 </scoring_weights>
@@ -86,8 +83,7 @@ Two questions are duplicates if they:
 
 For duplicates, mark the WORSE version as duplicate and keep the version with:
 1. Better phrasing/creativity
-2. More appropriate intensity grading
-3. Better partner_text (if applicable)
+2. Better partner_text (if applicable)
 </duplicate_detection>
 
 <verdict_rules>
@@ -110,7 +106,6 @@ ${JSON.stringify(questionsForEval, null, 2)}
         "guidelineCompliance": 1-10,
         "creativity": 1-10,
         "clarity": 1-10,
-        "intensityAccuracy": 1-10,
         "uniqueness": 1-10
       },
       "isDuplicate": boolean,
@@ -151,16 +146,12 @@ Evaluate ALL ${pooledQuestions.length} questions.
 }
 
 /**
- * Select top N questions from evaluations, optionally balancing intensity levels
+ * Select top N questions from evaluations
  */
 export function selectTopQuestions(
     pooledQuestions: PooledQuestion[],
     evaluations: CherryPickEvaluation[],
-    requestedCount: number,
-    options: {
-        ensureIntensityDistribution: boolean;
-        requestedIntensity?: number;
-    }
+    requestedCount: number
 ): CherryPickResult {
     // Step 1: Filter out duplicates (keep only the original, not the duplicate)
     const duplicateIndices = new Set<number>();
@@ -178,74 +169,25 @@ export function selectTopQuestions(
             question: pooledQuestions[e.questionIndex],
             // Weighted overall score
             weightedScore: (
-                (e.scores.guidelineCompliance * 0.25) +
-                (e.scores.creativity * 0.20) +
-                (e.scores.clarity * 0.20) +
-                (e.scores.intensityAccuracy * 0.15) +
+                (e.scores.guidelineCompliance * 0.30) +
+                (e.scores.creativity * 0.25) +
+                (e.scores.clarity * 0.25) +
                 (e.scores.uniqueness * 0.20)
             ) * 10,
         }))
         .sort((a, b) => b.weightedScore - a.weightedScore);
 
-    let selected: typeof scoredQuestions = [];
-
-    // Step 3: Select questions
-    if (options.requestedIntensity) {
-        // If specific intensity requested, just take top N of that intensity
-        const matchingIntensity = scoredQuestions.filter(
-            sq => sq.question.intensity === options.requestedIntensity
-        );
-        selected = matchingIntensity.slice(0, requestedCount);
-    } else if (options.ensureIntensityDistribution) {
-        // Balance across intensity levels
-        const perIntensity = Math.ceil(requestedCount / 5);
-        const byIntensity: Record<number, typeof scoredQuestions> = { 1: [], 2: [], 3: [], 4: [], 5: [] };
-
-        for (const sq of scoredQuestions) {
-            const intensity = sq.question.intensity;
-            if (intensity >= 1 && intensity <= 5) {
-                byIntensity[intensity].push(sq);
-            }
-        }
-
-        // Take top N from each intensity level
-        for (let intensity = 1; intensity <= 5; intensity++) {
-            const toTake = byIntensity[intensity].slice(0, perIntensity);
-            selected.push(...toTake);
-        }
-
-        // If we still need more, fill from remaining top-scored questions
-        if (selected.length < requestedCount) {
-            const selectedIndices = new Set(selected.map(s => s.evaluation.questionIndex));
-            const remaining = scoredQuestions.filter(
-                sq => !selectedIndices.has(sq.evaluation.questionIndex)
-            );
-            selected.push(...remaining.slice(0, requestedCount - selected.length));
-        }
-
-        // Sort final selection by score
-        selected.sort((a, b) => b.weightedScore - a.weightedScore);
-        selected = selected.slice(0, requestedCount);
-    } else {
-        // Simple top N by score
-        selected = scoredQuestions.slice(0, requestedCount);
-    }
+    // Step 3: Select top N by score
+    const selected = scoredQuestions.slice(0, requestedCount);
 
     // Step 4: Build result
     const selectedQuestions = selected.map(s => s.question);
 
-    // Calculate intensity distribution
-    const intensityDistribution: Record<number, number> = {};
-    for (const q of selectedQuestions) {
-        intensityDistribution[q.intensity] = (intensityDistribution[q.intensity] || 0) + 1;
-    }
-
     return {
         selectedQuestions,
         evaluations,
         poolSize: pooledQuestions.length,
         duplicatesRemoved: duplicateIndices.size,
-        intensityDistribution,
     };
 }
 
@@ -255,8 +197,7 @@ export function selectTopQuestions(
 export async function performCherryPickSelection(
     candidates: GenerationCandidate[],
     packContext: { name: string; description?: string | null; isExplicit: boolean; tone: ToneLevel },
-    requestedCount: number,
-    config: CouncilConfig
+    requestedCount: number
 ): Promise<{
     questions: GeneratedQuestion[];
     reviews: QuestionReview[];
@@ -280,10 +221,7 @@ export async function performCherryPickSelection(
     const evaluations = await evaluateQuestionPool(pooledQuestions, packContext, requestedCount);
 
     // Step 3: Select top questions
-    const cherryPickResult = selectTopQuestions(pooledQuestions, evaluations, requestedCount, {
-        ensureIntensityDistribution: config.cherryPickEnsureIntensityDistribution,
-        requestedIntensity: undefined,
-    });
+    const cherryPickResult = selectTopQuestions(pooledQuestions, evaluations, requestedCount);
 
     // Step 4: Convert to standard review format for UI compatibility
     const reviews: QuestionReview[] = cherryPickResult.selectedQuestions.map((q, i) => {
@@ -302,7 +240,6 @@ export async function performCherryPickSelection(
                     guidelineCompliance: 7,
                     creativity: 7,
                     clarity: 7,
-                    intensityAccuracy: 7,
                     anatomicalConsistency: 10,
                     partnerTextQuality: 10,
                     coupleTargeting: 10,
@@ -324,7 +261,6 @@ export async function performCherryPickSelection(
                 guidelineCompliance: evaluation.scores.guidelineCompliance,
                 creativity: evaluation.scores.creativity,
                 clarity: evaluation.scores.clarity,
-                intensityAccuracy: evaluation.scores.intensityAccuracy,
                 // Cherry-pick doesn't evaluate these, default to passing
                 anatomicalConsistency: 10,
                 partnerTextQuality: 10,
@@ -346,8 +282,7 @@ export async function performCherryPickSelection(
             totalScore += review.scores.guidelineCompliance || 0;
             totalScore += review.scores.creativity || 0;
             totalScore += review.scores.clarity || 0;
-            totalScore += review.scores.intensityAccuracy || 0;
-            scoreCount += 4;
+            scoreCount += 3;
         }
     }
     const overallQuality = scoreCount > 0 ? Math.round((totalScore / scoreCount) * 10) / 10 : 0;

apps/admin/src/lib/ai/generators/council.ts

@@ -24,7 +24,6 @@ import type {
 export async function generateQuestionsWithCouncil(
     packName: string,
     count: number = 10,
-    intensity?: number,
     tone: ToneLevel = 3,
     packDescription?: string,
     existingQuestions?: string[],
@@ -90,7 +89,6 @@ export async function generateQuestionsWithCouncil(
         const questions = await generateQuestions(
             packName,
             count,
-            intensity,
             tone,
             packDescription,
             existingQuestions,
@@ -138,7 +136,6 @@ export async function generateQuestionsWithCouncil(
                 gen.model,
                 packName,
                 count,
-                intensity,
                 tone,
                 packDescription,
                 existingQuestions,
@@ -191,8 +188,7 @@ export async function generateQuestionsWithCouncil(
             const cherryPickResult = await performCherryPickSelection(
                 successfulCandidates,
                 packContext,
-                count,
-                config
+                count
             );
             const reviewTime = Date.now() - startReview;
 

apps/admin/src/lib/ai/generators/questions.ts

@@ -1,10 +1,10 @@
 // =============================================================================
 // Question Generation Functions
-// Generate questions for packs with various tone/intensity settings
+// Generate questions for packs with various tone settings
 // =============================================================================
 
 import { getOpenAI, getModel, getTemperature } from '../client';
-import { INTENSITY_GUIDE_SHORT, TONE_INSTRUCTIONS, SYSTEM_MESSAGES, CORE_LANGUAGE_RULES } from '../config';
+import { TONE_INSTRUCTIONS, SYSTEM_MESSAGES, CORE_LANGUAGE_RULES } from '../config';
 import type { GeneratedQuestion, ToneLevel } from '../types';
 
 /**
@@ -13,7 +13,6 @@ import type { GeneratedQuestion, ToneLevel } from '../types';
 function buildQuestionPrompt(
     packName: string,
     count: number,
-    intensity: number | undefined,
     tone: ToneLevel,
     packDescription?: string,
     existingQuestions?: string[],
@@ -38,12 +37,6 @@ function buildQuestionPrompt(
         ? `\n\n<user_guidance>\n${sanitizedInspiration}\n</user_guidance>\n\nIncorporate the user guidance above into your generation where appropriate. Use it to inform the theme and style of questions.`
         : '';
 
-    const intensityInstruction = tone === 1
-        ? 'All questions should be intensity level 1 (non-sexual bonding).'
-        : intensity
-            ? `All questions should be at intensity level ${intensity}.`
-            : 'Vary the intensity levels appropriate for the tone.';
-
     const toneInstruction = TONE_INSTRUCTIONS[tone];
 
     // Examples based on tone level
@@ -90,12 +83,7 @@ Generate ${count} unique questions for a couples' intimacy question pack called
 </task>
 ${descriptionContext}${inspirationInstruction}${existingQuestionsContext}
 
-<intensity_guide>
-${INTENSITY_GUIDE_SHORT}
-</intensity_guide>
-
 <instructions>
-${intensityInstruction}
 ${toneInstruction}${explicitWarning}${crudeLangInstruction}
 </instructions>
 
@@ -147,7 +135,6 @@ Return a JSON object with this exact structure:
     {
       "text": string,              // REQUIRED: 5-12 words, doer's perspective using "your partner"
       "partner_text": string|null, // REQUIRED for asymmetric, null for symmetric
-      "intensity": 1-5,            // REQUIRED: must match the intensity level guidelines
       "requires_props": string[]|null,  // Optional: items needed (e.g., ["blindfold", "massage oil"])
       "inverse_pair_id": string|null,   // REQUIRED for asymmetric pairs, null for symmetric
       "location_type": "home"|"public"|"outdoors"|"travel"|"anywhere",  // Optional
@@ -164,7 +151,6 @@ Return a JSON object with this exact structure:
 export async function generateQuestions(
     packName: string,
     count: number = 10,
-    intensity?: number,
     tone: ToneLevel = 3,
     packDescription?: string,
     existingQuestions?: string[],
@@ -176,7 +162,6 @@ export async function generateQuestions(
     const prompt = buildQuestionPrompt(
         packName,
         count,
-        intensity,
         tone,
         packDescription,
         existingQuestions,
@@ -212,7 +197,6 @@ export async function generateQuestionsWithModel(
     model: string,
     packName: string,
     count: number,
-    intensity: number | undefined,
     tone: ToneLevel,
     packDescription: string | undefined,
     existingQuestions: string[] | undefined,
@@ -225,7 +209,6 @@ export async function generateQuestionsWithModel(
     const prompt = buildQuestionPrompt(
         packName,
         count,
-        intensity,
         tone,
         packDescription,
         existingQuestions,

apps/admin/src/lib/ai/index.ts

@@ -41,9 +41,6 @@ export {
     getCouncilConfig,
     initializeAiConfig,
     TONE_LEVELS,
-    INTENSITY_LEVELS,
-    INTENSITY_GUIDE,
-    INTENSITY_GUIDE_SHORT,
     REVIEW_GUIDELINES,
     TONE_INSTRUCTIONS,
     SYSTEM_MESSAGES,

apps/admin/src/lib/ai/review.ts

@@ -36,7 +36,6 @@ export async function reviewGeneratedQuestions(
         index: i,
         text: q.text,
         partner_text: q.partner_text || null,
-        intensity: q.intensity,
         location_type: q.location_type,
         effort_level: q.effort_level,
         // Include targeting for review (may not always be present)
@@ -64,7 +63,7 @@ ${REVIEW_GUIDELINES}
 <verdict_rules>
 - PASS: All scores >= 7, no major issues
 - FLAG: Any score 5-7, or minor issues worth noting (admin should review but can use)
-- REJECT: Any score < 5, or major violations (mixed anatomy, wrong intensity, severe guideline violation)
+- REJECT: Any score < 5, or major violations (mixed anatomy, severe guideline violation)
 </verdict_rules>
 
 <questions_to_review>
@@ -83,13 +82,11 @@ ${JSON.stringify(questionsForReview, null, 2)}
         "guidelineCompliance": 1-10,      // Criterion 1
         "creativity": 1-10,               // Criterion 2
         "clarity": 1-10,                  // Criterion 3
-        "intensityAccuracy": 1-10,        // Criterion 4
-        "anatomicalConsistency": 1-10,    // Criterion 5
-        "partnerTextQuality": 1-10,       // Criterion 6 (10 if no partner_text needed)
-        "coupleTargeting": 1-10,          // Criterion 7
-        "initiatorTargeting": 1-10        // Criterion 8 (10 if symmetric)
+        "anatomicalConsistency": 1-10,    // Criterion 4
+        "partnerTextQuality": 1-10,       // Criterion 5 (10 if no partner_text needed)
+        "coupleTargeting": 1-10,          // Criterion 6
+        "initiatorTargeting": 1-10        // Criterion 7 (10 if symmetric)
       },
-      "intensitySuggestion": number|null, // Suggested intensity (1-5) if current seems wrong, null if correct
       "targetingSuggestions": {           // Only include if targeting needs changes
         "suggestedCoupleTargets": string[]|null,  // ["male+male", "female+male", "female+female"] or subset
         "suggestedInitiator": string[]|null,      // ["male", "female"] or null for any
@@ -99,7 +96,7 @@ ${JSON.stringify(questionsForReview, null, 2)}
   ]
 }
 
-Review ALL questions against ALL 8 criteria. Be thorough but fair - only flag/reject for genuine issues.
+Review ALL questions against ALL 7 criteria. Be thorough but fair - only flag/reject for genuine issues.
 </output_format>`;
 
     const response = await openai.chat.completions.create({
@@ -132,18 +129,17 @@ Review ALL questions against ALL 8 criteria. Be thorough but fair - only flag/re
     const flagged = reviews.filter(r => r.verdict === 'flag').length;
     const rejected = reviews.filter(r => r.verdict === 'reject').length;
 
-    // Calculate overall quality as weighted average of all 8 scores
-    // Weights: guidelineCompliance 20%, creativity 15%, clarity 15%, intensityAccuracy 15%,
-    //          anatomicalConsistency 15%, partnerTextQuality 10%, coupleTargeting 5%, initiatorTargeting 5%
+    // Calculate overall quality as weighted average of all 7 scores
+    // Weights: guidelineCompliance 25%, creativity 18%, clarity 18%,
+    //          anatomicalConsistency 17%, partnerTextQuality 12%, coupleTargeting 5%, initiatorTargeting 5%
     let totalWeightedScore = 0;
     let totalWeight = 0;
     const weights = {
-        guidelineCompliance: 0.20,
-        creativity: 0.15,
-        clarity: 0.15,
-        intensityAccuracy: 0.15,
-        anatomicalConsistency: 0.15,
-        partnerTextQuality: 0.10,
+        guidelineCompliance: 0.25,
+        creativity: 0.18,
+        clarity: 0.18,
+        anatomicalConsistency: 0.17,
+        partnerTextQuality: 0.12,
         coupleTargeting: 0.05,
         initiatorTargeting: 0.05,
     };
@@ -200,7 +196,6 @@ export async function selectBestGeneration(
             index: qi,
             text: q.text,
             partner_text: q.partner_text || null,
-            intensity: q.intensity,
             allowed_couple_genders: (q as { allowed_couple_genders?: string[] | null }).allowed_couple_genders || null,
             target_user_genders: (q as { target_user_genders?: string[] | null }).target_user_genders || null,
         })),
@@ -235,9 +230,8 @@ Ranked by importance (approximate weights):
 1. Overall quality and creativity of questions (30%)
 2. Variety and uniqueness within the set (20%)
 3. Adherence to pack theme and tone (20%)
-4. Proper intensity grading (15%)
-5. Correct use of "your partner" language (10%)
-6. Quality of partner_text for asymmetric questions (5%)
+4. Correct use of "your partner" language (15%)
+5. Quality of partner_text for asymmetric questions (10%)
 </selection_criteria>
 
 <output_format>
@@ -254,13 +248,11 @@ Ranked by importance (approximate weights):
         "guidelineCompliance": 1-10,
         "creativity": 1-10,
         "clarity": 1-10,
-        "intensityAccuracy": 1-10,
         "anatomicalConsistency": 1-10,
         "partnerTextQuality": 1-10,
         "coupleTargeting": 1-10,
         "initiatorTargeting": 1-10
       },
-      "intensitySuggestion": number|null,
       "targetingSuggestions": {
         "suggestedCoupleTargets": string[]|null,
         "suggestedInitiator": string[]|null,
@@ -270,7 +262,7 @@ Ranked by importance (approximate weights):
   ]
 }
 
-Select the best set and review ALL questions in that set against ALL 8 criteria.
+Select the best set and review ALL questions in that set against ALL 7 criteria.
 </output_format>`;
 
     const response = await openai.chat.completions.create({
@@ -300,7 +292,7 @@ Select the best set and review ALL questions in that set against ALL 8 criteria.
     const reviews: QuestionReview[] = parsed.reviews || [];
     const reasoning = parsed.reasoning || 'No reasoning provided';
 
-    // Calculate summary with weighted average of all 8 scores
+    // Calculate summary with weighted average of all 7 scores
     const passed = reviews.filter(r => r.verdict === 'pass').length;
     const flagged = reviews.filter(r => r.verdict === 'flag').length;
     const rejected = reviews.filter(r => r.verdict === 'reject').length;
@@ -308,12 +300,11 @@ Select the best set and review ALL questions in that set against ALL 8 criteria.
     let totalWeightedScore = 0;
     let totalWeight = 0;
     const weights = {
-        guidelineCompliance: 0.20,
-        creativity: 0.15,
-        clarity: 0.15,
-        intensityAccuracy: 0.15,
-        anatomicalConsistency: 0.15,
-        partnerTextQuality: 0.10,
+        guidelineCompliance: 0.25,
+        creativity: 0.18,
+        clarity: 0.18,
+        anatomicalConsistency: 0.17,
+        partnerTextQuality: 0.12,
         coupleTargeting: 0.05,
         initiatorTargeting: 0.05,
     };

apps/admin/src/lib/ai/types.ts

@@ -23,7 +23,6 @@ export interface CouncilConfig {
     reviewerModel: string;
     reviewerTemperature?: number;
     selectionMode: CouncilSelectionMode;
-    cherryPickEnsureIntensityDistribution: boolean;
 }
 
 // =============================================================================
@@ -71,7 +70,6 @@ export interface QuestionReviewScores {
     guidelineCompliance: number;
     creativity: number;
     clarity: number;
-    intensityAccuracy: number;
     anatomicalConsistency: number;
     partnerTextQuality: number;
     coupleTargeting: number;
@@ -85,7 +83,6 @@ export interface QuestionReview {
     suggestions?: string;
     scores: QuestionReviewScores;
     // Additional detailed feedback
-    intensitySuggestion?: number | null; // Suggested intensity if current seems wrong
     targetingSuggestions?: {
         suggestedCoupleTargets?: string[] | null;
         suggestedInitiator?: string[] | null;
@@ -173,7 +170,6 @@ export interface CherryPickEvaluation {
         guidelineCompliance: number;
         creativity: number;
         clarity: number;
-        intensityAccuracy: number;
         uniqueness: number;
     };
     isDuplicate: boolean;
@@ -187,7 +183,6 @@ export interface CherryPickResult {
     evaluations: CherryPickEvaluation[];
     poolSize: number;
     duplicatesRemoved: number;
-    intensityDistribution: Record<number, number>;
 }
 
 // =============================================================================
@@ -206,9 +201,6 @@ export interface TextAnalysis {
     suggested_text: string;
     suggested_partner_text: string | null;
     reason: string;
-    // Intensity suggestion (only if AI thinks current is wrong)
-    suggested_intensity?: number | null;
-    intensity_reason?: string | null;
 }
 
 export interface DeletionAnalysis {

apps/admin/src/pages/AiSettingsPage.tsx

@@ -79,7 +79,6 @@ export function AiSettingsPage() {
                 council_reviewer_model: config.council_reviewer_model || '',
                 council_reviewer_temperature: config.council_reviewer_temperature,
                 council_selection_mode: config.council_selection_mode || 'whole_set',
-                cherry_pick_ensure_intensity_distribution: config.cherry_pick_ensure_intensity_distribution ?? true,
                 classifier_enabled: config.classifier_enabled ?? true,
                 classifier_model: config.classifier_model || 'openai/gpt-4o',
                 classifier_temperature: config.classifier_temperature,
@@ -183,7 +182,6 @@ export function AiSettingsPage() {
                 council_reviewer_model: config.council_reviewer_model || '',
                 council_reviewer_temperature: config.council_reviewer_temperature,
                 council_selection_mode: config.council_selection_mode || 'whole_set',
-                cherry_pick_ensure_intensity_distribution: config.cherry_pick_ensure_intensity_distribution ?? true,
                 classifier_enabled: config.classifier_enabled ?? true,
                 classifier_model: config.classifier_model || 'openai/gpt-4o',
                 classifier_temperature: config.classifier_temperature,
@@ -851,24 +849,6 @@ export function AiSettingsPage() {
                                     </div>
                                 </div>
 
-                                {/* Cherry-pick intensity option */}
-                                {formData.council_selection_mode === 'cherry_pick' && (
-                                    <div className="flex items-center justify-between">
-                                        <div className="space-y-0.5">
-                                            <Label className="text-sm">Ensure Intensity Variety</Label>
-                                            <p className="text-xs text-muted-foreground">
-                                                Balance across intensity levels 1-5
-                                            </p>
-                                        </div>
-                                        <Switch
-                                            checked={formData.cherry_pick_ensure_intensity_distribution ?? true}
-                                            onCheckedChange={(checked: boolean) =>
-                                                handleChange('cherry_pick_ensure_intensity_distribution', checked)
-                                            }
-                                        />
-                                    </div>
-                                )}
-
                                 <p className="text-xs text-muted-foreground">
                                     Uses {generators.length + 1} API calls ({generators.length} generator{generators.length > 1 ? 's' : ''} + reviewer)
                                 </p>

apps/admin/src/pages/AppSettingsPage.tsx

@@ -4,7 +4,6 @@ import { useAuth, PERMISSION_KEYS } from '@/contexts/AuthContext';
 import { Button } from '@/components/ui/button';
 import { Input } from '@/components/ui/input';
 import { Label } from '@/components/ui/label';
-import { Switch } from '@/components/ui/switch';
 import { Skeleton } from '@/components/ui/skeleton';
 import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card';
 import { Alert, AlertDescription, AlertTitle } from '@/components/ui/alert';
@@ -30,7 +29,6 @@ export function AppSettingsPage() {
             setFormData({
                 answer_gap_threshold: config.answer_gap_threshold ?? 10,
                 daily_response_limit: config.daily_response_limit ?? 0,
-                couple_intensity_gate_enabled: config.couple_intensity_gate_enabled ?? false,
             });
             setHasChanges(false);
         }
@@ -63,7 +61,6 @@ export function AppSettingsPage() {
             setFormData({
                 answer_gap_threshold: config.answer_gap_threshold ?? 10,
                 daily_response_limit: config.daily_response_limit ?? 0,
-                couple_intensity_gate_enabled: config.couple_intensity_gate_enabled ?? false,
             });
             setHasChanges(false);
         }
@@ -160,19 +157,6 @@ export function AppSettingsPage() {
                     </CardDescription>
                 </CardHeader>
                 <CardContent className="space-y-4">
-                    <div className="flex items-center justify-between">
-                        <div className="space-y-0.5">
-                            <Label>Couple Comfort Zone Gate</Label>
-                            <p className="text-sm text-muted-foreground">
-                                When enabled, both recommended questions and answer-gap blocking use the lower of the two partners' comfort zones.
-                            </p>
-                        </div>
-                        <Switch
-                            checked={Boolean(formData.couple_intensity_gate_enabled)}
-                            onCheckedChange={(checked) => handleChange('couple_intensity_gate_enabled', checked)}
-                        />
-                    </div>
-
                     <div className="space-y-2">
                         <Label htmlFor="threshold">Answer Gap Threshold</Label>
                         <Input

apps/admin/src/pages/AuditLogsPage.tsx

@@ -97,10 +97,10 @@ export function AuditLogsPage() {
                     <TableHeader>
                         <TableRow>
                             <TableHead className="w-40">Time</TableHead>
-                            <TableHead className="w-32">Admin</TableHead>
-                            <TableHead className="w-24">Action</TableHead>
-                            <TableHead>Table</TableHead>
-                            <TableHead>Changes</TableHead>
+                            <TableHead className="hidden md:table-cell w-32">Admin</TableHead>
+                            <TableHead className="hidden md:table-cell w-24">Action</TableHead>
+                            <TableHead className="hidden lg:table-cell">Table</TableHead>
+                            <TableHead className="hidden lg:table-cell">Changes</TableHead>
                         </TableRow>
                     </TableHeader>
                     <TableBody>
@@ -111,47 +111,63 @@ export function AuditLogsPage() {
                                 </TableCell>
                             </TableRow>
                         ) : (
-                            logs.map((log) => (
-                                <TableRow key={log.id}>
-                                    <TableCell className="text-sm text-muted-foreground">
-                                        {format(new Date(log.created_at), 'MMM d, h:mm a')}
-                                    </TableCell>
-                                    <TableCell>
-                                        <div className="text-sm font-medium">{log.admin_username || 'Unknown'}</div>
-                                        <div className="text-xs text-muted-foreground capitalize">{log.admin_role?.replace('_', ' ')}</div>
-                                    </TableCell>
-                                    <TableCell>
+                            logs.map((log) => {
+                                const actionBadge = (
                                     <Badge className={`${actionColors[log.action] || 'bg-gray-500'} text-white`}>
                                         {log.action}
                                     </Badge>
-                                    </TableCell>
-                                    <TableCell className="font-mono text-sm">
-                                        {log.table_name}
-                                    </TableCell>
-                                    <TableCell className="max-w-md">
-                                        {log.action === 'DELETE' && log.old_values && (
+                                );
+
+                                const changesContent = log.action === 'DELETE' && log.old_values ? (
                                     <code className="text-xs bg-red-500/20 text-red-300 px-2 py-1 rounded">
                                         Deleted: {JSON.stringify(log.old_values).substring(0, 100)}...
                                     </code>
-                                        )}
-                                        {log.action === 'INSERT' && log.new_values && (
+                                ) : log.action === 'INSERT' && log.new_values ? (
                                     <code className="text-xs bg-green-500/20 text-green-300 px-2 py-1 rounded">
                                         Created: {JSON.stringify(log.new_values).substring(0, 100)}...
                                     </code>
-                                        )}
-                                        {log.action === 'UPDATE' && log.changed_fields && (
+                                ) : log.action === 'UPDATE' && log.changed_fields ? (
                                     <code className="text-xs bg-blue-500/20 text-blue-300 px-2 py-1 rounded">
                                         Changed: {log.changed_fields.join(', ')}
                                     </code>
-                                        )}
-                                        {log.action === 'UPDATE' && !log.changed_fields && (
+                                ) : log.action === 'UPDATE' ? (
                                     <code className="text-xs bg-blue-500/20 text-blue-300 px-2 py-1 rounded">
                                         Updated record
                                     </code>
-                                        )}
+                                ) : null;
+
+                                return (
+                                    <TableRow key={log.id}>
+                                        <TableCell className="text-sm text-muted-foreground">
+                                            {format(new Date(log.created_at), 'MMM d, h:mm a')}
+                                            <div className="mt-2 space-y-1 text-xs text-muted-foreground md:hidden">
+                                                <div className="flex items-center gap-2">
+                                                    <span className="font-medium text-foreground">{log.admin_username || 'Unknown'}</span>
+                                                    <span className="capitalize">{log.admin_role?.replace('_', ' ')}</span>
+                                                </div>
+                                                <div className="flex flex-wrap items-center gap-2">
+                                                    {actionBadge}
+                                                    <span className="font-mono">{log.table_name}</span>
+                                                </div>
+                                                {changesContent && <div>{changesContent}</div>}
+                                            </div>
+                                        </TableCell>
+                                        <TableCell className="hidden md:table-cell">
+                                            <div className="text-sm font-medium">{log.admin_username || 'Unknown'}</div>
+                                            <div className="text-xs text-muted-foreground capitalize">{log.admin_role?.replace('_', ' ')}</div>
+                                        </TableCell>
+                                        <TableCell className="hidden md:table-cell">
+                                            {actionBadge}
+                                        </TableCell>
+                                        <TableCell className="hidden lg:table-cell font-mono text-sm">
+                                            {log.table_name}
+                                        </TableCell>
+                                        <TableCell className="hidden lg:table-cell max-w-md">
+                                            {changesContent}
                                         </TableCell>
                                     </TableRow>
-                            ))
+                                );
+                            })
                         )}
                     </TableBody>
                 </Table>

apps/admin/src/pages/FeedbackPage.tsx

@@ -240,7 +240,7 @@ export function FeedbackPage() {
 
     return (
         <div className="space-y-6">
-            <div className="flex items-center justify-between">
+            <div className="flex flex-col gap-3 sm:flex-row sm:items-center sm:justify-between">
                 <div>
                     <div className="flex items-center gap-3">
                         <h1 className="text-3xl font-bold tracking-tight">User Feedback</h1>
@@ -253,8 +253,8 @@ export function FeedbackPage() {
             </div>
 
             {/* Filters */}
-            <div className="flex items-center gap-4">
-                <div className="relative flex-1 max-w-sm">
+            <div className="flex flex-col gap-3 md:flex-row md:items-center">
+                <div className="relative w-full md:flex-1 md:max-w-sm">
                     <Search className="absolute left-3 top-1/2 h-4 w-4 -translate-y-1/2 text-muted-foreground" />
                     <Input
                         placeholder="Search feedback..."
@@ -264,7 +264,7 @@ export function FeedbackPage() {
                     />
                 </div>
                 <Select value={typeFilter} onValueChange={setTypeFilter}>
-                    <SelectTrigger className="w-[150px]">
+                    <SelectTrigger className="w-full md:w-[150px]">
                         <SelectValue placeholder="Type" />
                     </SelectTrigger>
                     <SelectContent>
@@ -276,7 +276,7 @@ export function FeedbackPage() {
                     </SelectContent>
                 </Select>
                 <Select value={statusFilter} onValueChange={setStatusFilter}>
-                    <SelectTrigger className="w-[150px]">
+                    <SelectTrigger className="w-full md:w-[150px]">
                         <SelectValue placeholder="Status" />
                     </SelectTrigger>
                     <SelectContent>
@@ -295,12 +295,12 @@ export function FeedbackPage() {
                 <Table>
                     <TableHeader>
                         <TableRow>
-                            <TableHead>Type</TableHead>
+                            <TableHead className="hidden md:table-cell">Type</TableHead>
                             <TableHead>Title</TableHead>
-                            <TableHead>User</TableHead>
-                            <TableHead>Status</TableHead>
-                            <TableHead>Created</TableHead>
-                            <TableHead className="w-[100px]">Actions</TableHead>
+                            <TableHead className="hidden lg:table-cell">User</TableHead>
+                            <TableHead className="hidden md:table-cell">Status</TableHead>
+                            <TableHead className="hidden lg:table-cell">Created</TableHead>
+                            <TableHead className="hidden md:table-cell w-[100px]">Actions</TableHead>
                         </TableRow>
                     </TableHeader>
                     <TableBody>
@@ -321,27 +321,35 @@ export function FeedbackPage() {
                         ) : (
                             paginatedFeedback.map((item) => (
                                 <TableRow key={item.id} className="cursor-pointer hover:bg-muted/50" onClick={() => handleOpenDetail(item)}>
-                                    <TableCell>{getTypeBadge(item.type)}</TableCell>
+                                    <TableCell className="hidden md:table-cell">{getTypeBadge(item.type)}</TableCell>
                                     <TableCell>
-                                        <div className="max-w-[300px]">
+                                        <div className="md:max-w-[300px]">
                                             <div className="font-medium truncate">{item.title}</div>
                                             <div className="text-sm text-muted-foreground truncate">
                                                 {item.description.slice(0, 80)}
                                                 {item.description.length > 80 && '...'}
                                             </div>
                                         </div>
+                                        <div className="mt-2 flex flex-wrap items-center gap-2 text-xs text-muted-foreground md:hidden">
+                                            {getTypeBadge(item.type)}
+                                            {getStatusBadge(item.status)}
+                                            <span className="truncate max-w-[220px]">
+                                                {item.profile?.name || item.profile?.email || 'Unknown user'}
+                                            </span>
+                                            <span>{format(new Date(item.created_at), 'MMM d, yyyy')}</span>
+                                        </div>
                                     </TableCell>
-                                    <TableCell>
+                                    <TableCell className="hidden lg:table-cell">
                                         <div className="text-sm">
                                             <div className="font-medium">{item.profile?.name || 'Unknown'}</div>
                                             <div className="text-muted-foreground">{item.profile?.email}</div>
                                         </div>
                                     </TableCell>
-                                    <TableCell>{getStatusBadge(item.status)}</TableCell>
-                                    <TableCell className="text-muted-foreground text-sm">
+                                    <TableCell className="hidden md:table-cell">{getStatusBadge(item.status)}</TableCell>
+                                    <TableCell className="hidden lg:table-cell text-muted-foreground text-sm">
                                         {format(new Date(item.created_at), 'MMM d, yyyy')}
                                     </TableCell>
-                                    <TableCell>
+                                    <TableCell className="hidden md:table-cell">
                                         <Button variant="ghost" size="sm" onClick={(e) => { e.stopPropagation(); handleOpenDetail(item); }}>
                                             View
                                         </Button>

apps/admin/src/pages/FlaggedMessagesPage.tsx

@@ -435,7 +435,7 @@ export function FlaggedMessagesPage() {
                                 <TableRow>
                                     <TableHead>Time</TableHead>
                                     <TableHead>Reason</TableHead>
-                                    <TableHead>Type</TableHead>
+                                    <TableHead className="hidden md:table-cell">Type</TableHead>
                                     <TableHead className="text-right">Actions</TableHead>
                                 </TableRow>
                             </TableHeader>
@@ -460,15 +460,23 @@ export function FlaggedMessagesPage() {
                                                 <Badge variant="destructive" className="bg-red-500/10 text-red-500 hover:bg-red-500/20 border-0">
                                                     {message.flag_reason || 'Unknown'}
                                                 </Badge>
+                                                <div className="mt-2 flex items-center gap-2 text-xs text-muted-foreground md:hidden">
+                                                    {message.media_path ? (
+                                                        <Badge variant="outline">{message.media_type || 'Media'}</Badge>
+                                                    ) : (
+                                                        <Badge variant="secondary">Text</Badge>
+                                                    )}
+                                                </div>
                                             </TableCell>
-                                            <TableCell>
+                                            <TableCell className="hidden md:table-cell">
                                                 {message.media_path ? (
                                                     <Badge variant="outline">{message.media_type || 'Media'}</Badge>
                                                 ) : (
                                                     <Badge variant="secondary">Text</Badge>
                                                 )}
                                             </TableCell>
-                                            <TableCell className="text-right space-x-2">
+                                            <TableCell className="text-right">
+                                                <div className="flex flex-col gap-2 sm:flex-row sm:justify-end">
                                                     <Button
                                                         variant="ghost"
                                                         size="sm"
@@ -502,6 +510,7 @@ export function FlaggedMessagesPage() {
                                                         <CheckCircle className="h-4 w-4 mr-2" />
                                                         Mark Safe
                                                     </Button>
+                                                </div>
                                             </TableCell>
                                         </TableRow>
                                         {inlineDescriptions[message.id] && (
@@ -550,9 +559,9 @@ export function FlaggedMessagesPage() {
                             <TableHeader>
                                 <TableRow>
                                     <TableHead>Time</TableHead>
-                                    <TableHead>Reporter</TableHead>
+                                    <TableHead className="hidden md:table-cell">Reporter</TableHead>
                                     <TableHead>Reason</TableHead>
-                                    <TableHead>Type</TableHead>
+                                    <TableHead className="hidden md:table-cell">Type</TableHead>
                                     <TableHead className="text-right">Actions</TableHead>
                                 </TableRow>
                             </TableHeader>
@@ -572,22 +581,33 @@ export function FlaggedMessagesPage() {
                                             <TableCell className="font-mono text-sm">
                                                 {format(new Date(report.created_at), 'MMM d, HH:mm')}
                                             </TableCell>
-                                            <TableCell className="text-sm">
+                                            <TableCell className="hidden md:table-cell text-sm">
                                                 {report.reporter_profile?.name || report.reporter_profile?.email || 'Unknown'}
                                             </TableCell>
                                             <TableCell>
                                                 <Badge variant="outline" className="bg-orange-500/10 text-orange-600 border-orange-200">
                                                     {REASON_LABELS[report.reason] || report.reason}
                                                 </Badge>
+                                                <div className="mt-2 flex flex-wrap items-center gap-2 text-xs text-muted-foreground md:hidden">
+                                                    <span className="truncate max-w-[220px]">
+                                                        {report.reporter_profile?.name || report.reporter_profile?.email || 'Unknown'}
+                                                    </span>
+                                                    {report.message?.media_path ? (
+                                                        <Badge variant="outline">{report.message.media_type || 'Media'}</Badge>
+                                                    ) : (
+                                                        <Badge variant="secondary">Text</Badge>
+                                                    )}
+                                                </div>
                                             </TableCell>
-                                            <TableCell>
+                                            <TableCell className="hidden md:table-cell">
                                                 {report.message?.media_path ? (
                                                     <Badge variant="outline">{report.message.media_type || 'Media'}</Badge>
                                                 ) : (
                                                     <Badge variant="secondary">Text</Badge>
                                                 )}
                                             </TableCell>
-                                            <TableCell className="text-right space-x-2">
+                                            <TableCell className="text-right">
+                                                <div className="flex flex-col gap-2 sm:flex-row sm:justify-end">
                                                     <Button
                                                         variant="ghost"
                                                         size="sm"
@@ -616,6 +636,7 @@ export function FlaggedMessagesPage() {
                                                         <CheckCircle className="h-4 w-4 mr-2" />
                                                         Mark Reviewed
                                                     </Button>
+                                                </div>
                                             </TableCell>
                                         </TableRow>
                                     ))

apps/admin/src/pages/RedemptionCodesPage.tsx

@@ -303,15 +303,15 @@ export function RedemptionCodesPage() {
 
     return (
         <div className="space-y-6">
-            <div className="flex items-center justify-between">
+            <div className="flex flex-col gap-4 lg:flex-row lg:items-center lg:justify-between">
                 <div>
                     <h1 className="text-3xl font-bold tracking-tight">Redemption Codes</h1>
                     <p className="text-muted-foreground">
                         Generate and manage codes that grant premium access
                     </p>
                 </div>
-                <div className="flex items-center gap-4">
-                    <div className="relative w-64">
+                <div className="flex flex-col gap-3 sm:flex-row sm:items-center">
+                    <div className="relative w-full sm:w-64">
                         <Search className="absolute left-3 top-1/2 h-4 w-4 -translate-y-1/2 text-muted-foreground" />
                         <Input
                             placeholder="Search codes..."
@@ -322,7 +322,7 @@ export function RedemptionCodesPage() {
                     </div>
                     <Dialog open={isAddDialogOpen} onOpenChange={setIsAddDialogOpen}>
                         <DialogTrigger asChild>
-                            <Button onClick={handleOpenAddDialog}>
+                            <Button onClick={handleOpenAddDialog} className="w-full sm:w-auto">
                                 <Plus className="h-4 w-4 mr-2" />
                                 Generate Code
                             </Button>
@@ -337,7 +337,7 @@ export function RedemptionCodesPage() {
                             <div className="grid gap-4 py-4">
                                 <div className="grid gap-2">
                                     <Label>Code</Label>
-                                    <div className="flex gap-2">
+                                    <div className="flex flex-col gap-2 sm:flex-row">
                                         <Input
                                             value={formData.code}
                                             onChange={(e) => setFormData(prev => ({ ...prev, code: e.target.value.toUpperCase() }))}
@@ -399,12 +399,12 @@ export function RedemptionCodesPage() {
                     <TableHeader>
                         <TableRow>
                             <TableHead>Code</TableHead>
-                            <TableHead>Description</TableHead>
-                            <TableHead>Usage</TableHead>
-                            <TableHead>Expires</TableHead>
-                            <TableHead>Status</TableHead>
-                            <TableHead>Created</TableHead>
-                            <TableHead className="w-[150px]">Actions</TableHead>
+                            <TableHead className="hidden lg:table-cell">Description</TableHead>
+                            <TableHead className="hidden md:table-cell">Usage</TableHead>
+                            <TableHead className="hidden lg:table-cell">Expires</TableHead>
+                            <TableHead className="hidden md:table-cell">Status</TableHead>
+                            <TableHead className="hidden xl:table-cell">Created</TableHead>
+                            <TableHead className="hidden md:table-cell w-[150px]">Actions</TableHead>
                         </TableRow>
                     </TableHeader>
                     <TableBody>
@@ -421,7 +421,13 @@ export function RedemptionCodesPage() {
                                 </TableCell>
                             </TableRow>
                         ) : (
-                            filteredCodes.map((code) => (
+                            filteredCodes.map((code) => {
+                                const statusBadge = getStatusBadge(code);
+                                const expiresLabel = code.expires_at
+                                    ? format(new Date(code.expires_at), 'MMM d, yyyy HH:mm')
+                                    : 'Never';
+
+                                return (
                                     <TableRow key={code.id}>
                                         <TableCell>
                                             <div className="flex items-center gap-2">
@@ -438,26 +444,61 @@ export function RedemptionCodesPage() {
                                                     <Copy className="h-3 w-3" />
                                                 </Button>
                                             </div>
+                                            <div className="mt-2 flex flex-wrap items-center gap-2 text-xs text-muted-foreground md:hidden">
+                                                {statusBadge}
+                                                <span>
+                                                    {code.current_uses} / {code.max_uses} uses
+                                                </span>
+                                                <span>Expires {expiresLabel}</span>
+                                                {code.description && <span className="truncate max-w-[220px]">{code.description}</span>}
+                                            </div>
+                                            <div className="mt-3 flex flex-wrap items-center gap-2 md:hidden">
+                                                <Button
+                                                    variant="outline"
+                                                    size="sm"
+                                                    onClick={() => handleViewRedemptions(code)}
+                                                >
+                                                    <Users className="h-3 w-3 mr-1" />
+                                                    Redemptions
+                                                </Button>
+                                                <div className="flex items-center gap-2 rounded-md border px-2 py-1">
+                                                    <Switch
+                                                        checked={code.is_active}
+                                                        onCheckedChange={() => handleToggleActive(code)}
+                                                        title={code.is_active ? "Deactivate" : "Activate"}
+                                                    />
+                                                    <span className="text-xs text-muted-foreground">
+                                                        {code.is_active ? 'Active' : 'Inactive'}
+                                                    </span>
+                                                </div>
+                                                <Button
+                                                    variant="outline"
+                                                    size="sm"
+                                                    className="text-destructive hover:text-destructive hover:bg-destructive/10"
+                                                    onClick={() => handleDeleteCode(code)}
+                                                >
+                                                    <Trash2 className="h-3 w-3 mr-1" />
+                                                    Delete
+                                                </Button>
+                                            </div>
                                         </TableCell>
-                                    <TableCell className="text-muted-foreground">
+                                        <TableCell className="hidden lg:table-cell text-muted-foreground">
                                             {code.description || '—'}
                                         </TableCell>
-                                    <TableCell>
+                                        <TableCell className="hidden md:table-cell">
                                             <span className="font-medium">{code.current_uses}</span>
                                             <span className="text-muted-foreground"> / {code.max_uses}</span>
                                         </TableCell>
-                                    <TableCell className="text-muted-foreground text-sm">
-                                        {code.expires_at
-                                            ? format(new Date(code.expires_at), 'MMM d, yyyy HH:mm')
-                                            : 'Never'}
+                                        <TableCell className="hidden lg:table-cell text-muted-foreground text-sm">
+                                            {expiresLabel}
                                         </TableCell>
-                                    <TableCell>
-                                        {getStatusBadge(code)}
+                                        <TableCell className="hidden md:table-cell">
+                                            {statusBadge}
                                         </TableCell>
-                                    <TableCell className="text-muted-foreground text-sm">
+                                        <TableCell className="hidden xl:table-cell text-muted-foreground text-sm">
                                             {format(new Date(code.created_at), 'MMM d, yyyy')}
                                         </TableCell>
-                                    <TableCell>
+                                        <TableCell className="hidden md:table-cell">
                                             <div className="flex items-center gap-1">
                                                 <Button
                                                     variant="ghost"
@@ -484,7 +525,8 @@ export function RedemptionCodesPage() {
                                             </div>
                                         </TableCell>
                                     </TableRow>
-                            ))
+                                );
+                            })
                         )}
                     </TableBody>
                 </Table>

apps/admin/src/pages/activity/UserActivityPage.tsx

@@ -440,7 +440,7 @@ export function UserActivityPage() {
     return (
         <div className="space-y-6">
             {/* Header */}
-            <div className="flex items-center justify-between">
+            <div className="flex flex-col gap-3 sm:flex-row sm:items-center sm:justify-between">
                 <div>
                     <div className="flex items-center gap-3">
                         <h1 className="text-3xl font-bold tracking-tight flex items-center gap-2">
@@ -457,7 +457,7 @@ export function UserActivityPage() {
 
             {/* Tabs */}
             <Tabs value={activeTab} onValueChange={(v) => setActiveTab(v as ActivityTab)}>
-                <TabsList className="grid w-full grid-cols-4 max-w-[600px]">
+                <TabsList className="grid w-full grid-cols-2 sm:grid-cols-4 max-w-[600px]">
                     <TabsTrigger value="responses" className="gap-2">
                         <ThumbsUp className="h-4 w-4" />
                         Responses

apps/admin/src/pages/admins/AdminsPage.tsx

@@ -302,7 +302,7 @@ export function AdminsPage() {
 
     return (
         <div className="space-y-6">
-            <div className="flex items-center justify-between">
+            <div className="flex flex-col gap-4 lg:flex-row lg:items-center lg:justify-between">
                 <div>
                     <div className="flex items-center gap-3">
                         <h1 className="text-3xl font-bold tracking-tight">Admin Management</h1>
@@ -312,8 +312,8 @@ export function AdminsPage() {
                         Manage system administrators and their roles
                     </p>
                 </div>
-                <div className="flex items-center gap-4">
-                    <div className="relative w-64">
+                <div className="flex flex-col gap-3 sm:flex-row sm:items-center">
+                    <div className="relative w-full sm:w-64">
                         <Search className="absolute left-3 top-1/2 h-4 w-4 -translate-y-1/2 text-muted-foreground" />
                         <Input
                             placeholder="Search admins..."
@@ -509,10 +509,10 @@ export function AdminsPage() {
                     <TableHeader>
                         <TableRow>
                             <TableHead>Admin User</TableHead>
-                            <TableHead>Email</TableHead>
-                            <TableHead>Role / Permissions</TableHead>
-                            <TableHead>Added On</TableHead>
-                            <TableHead className="w-[120px]">Actions</TableHead>
+                            <TableHead className="hidden md:table-cell">Email</TableHead>
+                            <TableHead className="hidden lg:table-cell">Role / Permissions</TableHead>
+                            <TableHead className="hidden xl:table-cell">Added On</TableHead>
+                            <TableHead className="hidden md:table-cell w-[120px]">Actions</TableHead>
                         </TableRow>
                     </TableHeader>
                     <TableBody>
@@ -529,28 +529,73 @@ export function AdminsPage() {
                                 </TableCell>
                             </TableRow>
                         ) : (
-                            paginatedAdmins.map((admin) => (
+                            paginatedAdmins.map((admin) => {
+                                const isSelf = admin.user_id === currentUser?.id;
+                                const mobileRoleBadge = admin.role === 'super_admin' ? (
+                                    <Badge variant="default">
+                                        <Shield className="h-3 w-3 mr-1" />
+                                        Super Admin
+                                    </Badge>
+                                ) : (
+                                    <Badge variant="secondary">
+                                        {admin.permissions.length > 0
+                                            ? `${admin.permissions.length} permission${admin.permissions.length !== 1 ? 's' : ''}`
+                                            : 'No permissions'}
+                                    </Badge>
+                                );
+
+                                return (
                                     <TableRow key={admin.user_id}>
                                         <TableCell>
-                                        <div className="flex items-center gap-3">
+                                            <div className="flex items-center gap-3 min-w-0">
                                                 <Avatar className="h-9 w-9">
                                                     <AvatarImage src={admin.profile?.avatar_url || undefined} />
                                                     <AvatarFallback>
                                                         {admin.profile?.name?.charAt(0).toUpperCase() || 'A'}
                                                     </AvatarFallback>
                                                 </Avatar>
-                                            <span className="font-medium">
+                                                <span className="font-medium truncate">
                                                     {admin.profile?.name || 'Unknown User'}
                                                 </span>
-                                            {admin.user_id === currentUser?.id && (
+                                                {isSelf && (
                                                     <Badge variant="outline" className="ml-2">You</Badge>
                                                 )}
                                             </div>
+                                            <div className="mt-2 flex flex-wrap items-center gap-2 text-xs text-muted-foreground md:hidden">
+                                                <span className="truncate max-w-[220px]">
+                                                    {admin.profile?.email || '—'}
+                                                </span>
+                                                {mobileRoleBadge}
+                                                <span className="text-muted-foreground">
+                                                    Added {admin.created_at ? format(new Date(admin.created_at), 'MMM d, yyyy') : '—'}
+                                                </span>
+                                            </div>
+                                            {!isSelf && (
+                                                <div className="mt-3 flex flex-wrap gap-2 md:hidden">
+                                                    <Button
+                                                        variant="outline"
+                                                        size="sm"
+                                                        onClick={() => handleEditPermissions(admin)}
+                                                    >
+                                                        <Settings className="h-3 w-3 mr-1" />
+                                                        Edit
+                                                    </Button>
+                                                    <Button
+                                                        variant="outline"
+                                                        size="sm"
+                                                        className="text-destructive hover:text-destructive hover:bg-destructive/10"
+                                                        onClick={() => handleRemoveAdmin(admin)}
+                                                    >
+                                                        <Trash2 className="h-3 w-3 mr-1" />
+                                                        Remove
+                                                    </Button>
+                                                </div>
+                                            )}
                                         </TableCell>
-                                    <TableCell className="text-muted-foreground">
+                                        <TableCell className="hidden md:table-cell text-muted-foreground">
                                             {admin.profile?.email || '—'}
                                         </TableCell>
-                                    <TableCell>
+                                        <TableCell className="hidden lg:table-cell">
                                             {admin.role === 'super_admin' ? (
                                                 <Badge variant="default">
                                                     <Shield className="h-3 w-3 mr-1" />
@@ -575,12 +620,12 @@ export function AdminsPage() {
                                                 </div>
                                             )}
                                         </TableCell>
-                                    <TableCell className="text-muted-foreground text-sm">
+                                        <TableCell className="hidden xl:table-cell text-muted-foreground text-sm">
                                             {admin.created_at ? format(new Date(admin.created_at), 'MMM d, yyyy') : '—'}
                                         </TableCell>
-                                    <TableCell>
+                                        <TableCell className="hidden md:table-cell">
                                             <div className="flex items-center gap-1">
-                                            {admin.user_id !== currentUser?.id && (
+                                                {!isSelf && (
                                                     <>
                                                         <Button
                                                             variant="ghost"
@@ -604,7 +649,8 @@ export function AdminsPage() {
                                             </div>
                                         </TableCell>
                                     </TableRow>
-                            ))
+                                );
+                            })
                         )}
                     </TableBody>
                 </Table>

apps/admin/src/pages/content/DarePacksPage.tsx

@@ -29,7 +29,7 @@ import {
     SelectTrigger,
     SelectValue,
 } from '@/components/ui/select';
-import { Plus, Zap, Pencil, Trash2, Loader2, Crown, Eye, EyeOff, Flame, Heart, ChevronUp, ChevronDown } from 'lucide-react';
+import { Plus, Zap, Pencil, Trash2, Loader2, Crown, Eye, EyeOff, ChevronUp, ChevronDown } from 'lucide-react';
 import { toast } from 'sonner';
 
 // =============================================================================
@@ -52,9 +52,6 @@ interface DarePack {
     is_explicit: boolean;
     sort_order: number;
     category_id: string | null;
-    min_intensity: number | null;
-    max_intensity: number | null;
-    avg_intensity: number | null;
     created_at: string | null;
     dare_count?: number;
 }
@@ -296,15 +293,6 @@ export function DarePacksPage() {
         }
     };
 
-    const getIntensityColor = (avg: number | null) => {
-        if (avg === null) return 'bg-muted';
-        if (avg <= 1.5) return 'bg-green-500';
-        if (avg <= 2.5) return 'bg-lime-500';
-        if (avg <= 3.5) return 'bg-yellow-500';
-        if (avg <= 4.5) return 'bg-orange-500';
-        return 'bg-red-500';
-    };
-
     // =============================================================================
     // Render
     // =============================================================================
@@ -446,9 +434,9 @@ export function DarePacksPage() {
 
                             <div className="flex items-center justify-between">
                                 <div className="space-y-0.5">
-                                    <Label>Explicit</Label>
+                                    <Label>NSFW</Label>
                                     <p className="text-xs text-muted-foreground">
-                                        Contains adult/explicit content
+                                        Contains adult or mature content
                                     </p>
                                 </div>
                                 <Switch
@@ -456,6 +444,7 @@ export function DarePacksPage() {
                                     onCheckedChange={(checked) => form.setField('is_explicit', checked)}
                                 />
                             </div>
+
                         </div>
 
                         <DialogFooter>
@@ -522,6 +511,11 @@ export function DarePacksPage() {
                                         </div>
                                     </div>
                                     <div className="flex items-center gap-1">
+                                        {pack.is_explicit && (
+                                            <Badge variant="destructive">
+                                                NSFW
+                                            </Badge>
+                                        )}
                                         {pack.is_premium && (
                                             <Badge variant="default" className="bg-amber-500">
                                                 <Crown className="h-3 w-3 mr-1" />
@@ -539,17 +533,6 @@ export function DarePacksPage() {
                                                 Draft
                                             </Badge>
                                         )}
-                                        {pack.is_explicit ? (
-                                            <Badge variant="outline" className="border-red-500 text-red-400">
-                                                <Flame className="h-3 w-3 mr-1" />
-                                                Explicit
-                                            </Badge>
-                                        ) : (
-                                            <Badge variant="outline" className="border-pink-400 text-pink-300">
-                                                <Heart className="h-3 w-3 mr-1" />
-                                                Safe
-                                            </Badge>
-                                        )}
                                     </div>
                                 </div>
                                 <div className="flex items-start justify-between">
@@ -574,17 +557,6 @@ export function DarePacksPage() {
                                 <CardDescription className="line-clamp-2">
                                     {pack.description || 'No description'}
                                 </CardDescription>
-                                {/* Intensity indicator */}
-                                {pack.avg_intensity !== null && (
-                                    <div className="flex items-center gap-2 mt-2">
-                                        <Badge className={`${getIntensityColor(pack.avg_intensity)} text-white`}>
-                                            Avg: {pack.avg_intensity?.toFixed(1)}
-                                        </Badge>
-                                        <span className="text-xs text-muted-foreground">
-                                            Range: {pack.min_intensity ?? '?'} - {pack.max_intensity ?? '?'}
-                                        </span>
-                                    </div>
-                                )}
                             </CardHeader>
                             <CardContent>
                                 <div className="flex items-center justify-between">

apps/admin/src/pages/content/DaresPage.tsx

@@ -47,7 +47,6 @@ interface DarePack {
     name: string;
     description: string | null;
     icon: string | null;
-    is_explicit: boolean;
 }
 
 interface Dare {
@@ -70,8 +69,6 @@ const DURATION_OPTIONS = [
     { value: '168', label: '1 week' },
 ];
 
-const getDefaultIntensity = (isExplicit?: boolean) => (isExplicit ? 4 : 2);
-
 // Format duration for display
 const formatDuration = (hours: number | null): string => {
     if (hours === null) return '—';
@@ -101,11 +98,9 @@ export function DaresPage() {
     // Form state
     const [formData, setFormData] = useState<{
         text: string;
-        intensity: number;
         suggested_duration_hours: string;
     }>({
         text: '',
-        intensity: getDefaultIntensity(),
         suggested_duration_hours: '',
     });
 
@@ -117,7 +112,7 @@ export function DaresPage() {
             // Fetch pack info
             const { data: packData } = await supabase
                 .from('dare_packs')
-                .select('id, name, description, icon, is_explicit')
+                .select('id, name, description, icon')
                 .eq('id', packId)
                 .single();
 
@@ -167,7 +162,7 @@ export function DaresPage() {
 
     const openCreateDialog = () => {
         setEditingDare(null);
-        setFormData({ text: '', intensity: getDefaultIntensity(pack?.is_explicit), suggested_duration_hours: '' });
+        setFormData({ text: '', suggested_duration_hours: '' });
         setDialogOpen(true);
     };
 
@@ -175,7 +170,6 @@ export function DaresPage() {
         setEditingDare(dare);
         setFormData({
             text: dare.text,
-            intensity: dare.intensity,
             suggested_duration_hours: dare.suggested_duration_hours?.toString() || '',
         });
         setDialogOpen(true);
@@ -191,7 +185,6 @@ export function DaresPage() {
         try {
             const dareData = {
                 text: formData.text,
-                intensity: formData.intensity,
                 suggested_duration_hours: formData.suggested_duration_hours
                     ? parseInt(formData.suggested_duration_hours, 10)
                     : null,

apps/admin/src/pages/content/PacksPage.tsx

@@ -8,7 +8,7 @@ import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/com
 import { Badge } from '@/components/ui/badge';
 import { Skeleton } from '@/components/ui/skeleton';
 import { PaginationControls } from '@/components/ui/pagination';
-import { Plus, MessageCircle, Pencil, Trash2, Sparkles, Crown, Eye, EyeOff, Flame, Heart, Tags, ChevronUp, ChevronDown, Clock, BellOff } from 'lucide-react';
+import { Plus, MessageCircle, Pencil, Trash2, Sparkles, Crown, Eye, EyeOff, Tags, ChevronUp, ChevronDown, Clock, BellOff } from 'lucide-react';
 import { toast } from 'sonner';
 import { AiGeneratorDialog } from '@/components/ai/AiGeneratorDialog';
 import { ExtractTopicsDialog } from '@/components/content/ExtractTopicsDialog';
@@ -513,6 +513,11 @@ export function PacksPage() {
                                         </div>
                                     </div>
                                     <div className="flex items-center gap-1">
+                                        {pack.is_explicit && (
+                                            <Badge variant="destructive">
+                                                NSFW
+                                            </Badge>
+                                        )}
                                         {pack.is_premium && (
                                             <Badge variant="default" className="bg-amber-500">
                                                 <Crown className="h-3 w-3 mr-1" />
@@ -542,17 +547,6 @@ export function PacksPage() {
                                                 Draft
                                             </Badge>
                                         )}
-                                        {pack.is_explicit ? (
-                                            <Badge variant="outline" className="border-red-500 text-red-400">
-                                                <Flame className="h-3 w-3 mr-1" />
-                                                Explicit
-                                            </Badge>
-                                        ) : (
-                                            <Badge variant="outline" className="border-pink-400 text-pink-300">
-                                                <Heart className="h-3 w-3 mr-1" />
-                                                Safe
-                                            </Badge>
-                                        )}
                                     </div>
                                 </div>
                                 <div className="flex items-start justify-between">

apps/admin/src/pages/content/QuestionAnalyticsPage.tsx

@@ -62,9 +62,6 @@ interface ChartDatum {
 
 type SegmentKey = 'all' | 'premium' | 'free';
 
-const intensityPalette = ['#22c55e', '#84cc16', '#facc15', '#f97316', '#ef4444'];
-const intensityLabels = ['Gentle', 'Warm', 'Playful', 'Steamy', 'Intense'];
-
 const QUESTION_TYPE_CONFIG: Record<QuestionType, { label: string; color: string }> = {
     swipe: { label: 'Swipe', color: '#38bdf8' },
     text_answer: { label: 'Text', color: '#f59e0b' },
@@ -101,11 +98,6 @@ export function QuestionAnalyticsPage() {
     });
     const [premiumBreakdown, setPremiumBreakdown] = useState<ChartDatum[]>([]);
     const [questionTypeBreakdown, setQuestionTypeBreakdown] = useState<ChartDatum[]>([]);
-    const [intensityBreakdown, setIntensityBreakdown] = useState<Record<SegmentKey, ChartDatum[]>>({
-        all: [],
-        premium: [],
-        free: [],
-    });
     const [topicBreakdown, setTopicBreakdown] = useState<Record<SegmentKey, BreakdownItem[]>>({
         all: [],
         premium: [],
@@ -121,7 +113,6 @@ export function QuestionAnalyticsPage() {
         premium: [],
         free: [],
     });
-    const [intensitySegment, setIntensitySegment] = useState<SegmentKey>('all');
     const [tagSegment, setTagSegment] = useState<SegmentKey>('all');
     const [categorySegment, setCategorySegment] = useState<SegmentKey>('all');
     const [packSegment, setPackSegment] = useState<SegmentKey>('all');
@@ -215,12 +206,6 @@ export function QuestionAnalyticsPage() {
                     packTopicsMap.set(relation.pack_id, topicsForPack);
                 });
 
-                const emptyIntensityCounts = { 1: 0, 2: 0, 3: 0, 4: 0, 5: 0 };
-                const intensityCounts: Record<SegmentKey, Record<number, number>> = {
-                    all: { ...emptyIntensityCounts },
-                    premium: { ...emptyIntensityCounts },
-                    free: { ...emptyIntensityCounts },
-                };
                 const untaggedCounts: Record<SegmentKey, number> = { all: 0, premium: 0, free: 0 };
                 const questionTypeCounts: Record<QuestionType, number> = {
                     swipe: 0,
@@ -262,10 +247,6 @@ export function QuestionAnalyticsPage() {
                         freeCount += 1;
                     }
 
-                    const intensity = question.intensity ?? 1;
-                    intensityCounts.all[intensity] = (intensityCounts.all[intensity] || 0) + 1;
-                    intensityCounts[segmentKey][intensity] = (intensityCounts[segmentKey][intensity] || 0) + 1;
-
                     const updatePackCounts = (key: SegmentKey) => {
                         const map = packCountsBySegment[key];
                         const packEntry = map.get(question.pack_id) || {
@@ -332,12 +313,6 @@ export function QuestionAnalyticsPage() {
                     color: config.color,
                 }));
 
-                const buildIntensityData = (key: SegmentKey) => intensityLabels.map((label, index) => ({
-                    name: label,
-                    value: intensityCounts[key][index + 1] || 0,
-                    color: intensityPalette[index],
-                }));
-
                 const buildTopicData = (key: SegmentKey) => {
                     const data = Array.from(topicCountsBySegment[key].values());
                     if (untaggedCounts[key] > 0 || data.length === 0) {
@@ -348,12 +323,6 @@ export function QuestionAnalyticsPage() {
                     return data;
                 };
 
-                const intensityData = {
-                    all: buildIntensityData('all'),
-                    premium: buildIntensityData('premium'),
-                    free: buildIntensityData('free'),
-                };
-
                 const topicData = {
                     all: buildTopicData('all'),
                     premium: buildTopicData('premium'),
@@ -385,7 +354,6 @@ export function QuestionAnalyticsPage() {
                 });
                 setPremiumBreakdown(premiumData);
                 setQuestionTypeBreakdown(questionTypeData);
-                setIntensityBreakdown(intensityData);
                 setTopicBreakdown(topicData);
                 setCategoryBreakdown(categoryData);
                 setPackBreakdown(packData);
@@ -427,7 +395,6 @@ export function QuestionAnalyticsPage() {
         free: stats.totalQuestions ? ((stats.freeQuestions / stats.totalQuestions) * 100).toFixed(0) : '0',
     };
 
-    const intensityData = intensityBreakdown[intensitySegment];
     const tagData = topicBreakdown[tagSegment];
     const categoryData = categoryBreakdown[categorySegment];
     const packData = packBreakdown[packSegment];
@@ -447,7 +414,7 @@ export function QuestionAnalyticsPage() {
                         Question Analytics
                     </h1>
                     <p className="text-muted-foreground">
-                        Deep dive into premium coverage, tags, categories, and intensity distribution
+                        Deep dive into premium coverage, tags, categories, and question types
                     </p>
                 </div>
                 <div className="flex flex-col gap-2">
@@ -601,78 +568,6 @@ export function QuestionAnalyticsPage() {
                         )}
                     </CardContent>
                 </Card>
-
-                <Card>
-                    <CardHeader className="flex flex-col gap-3 sm:flex-row sm:items-center sm:justify-between">
-                        <div>
-                            <CardTitle>Intensity Distribution</CardTitle>
-                            <CardDescription>
-                                How questions are spread across intensity levels
-                            </CardDescription>
-                        </div>
-                        <div className="flex flex-col items-start gap-1 sm:items-end">
-                            <div className="flex items-center gap-2">
-                                {segmentOptions.map((option) => (
-                                    <Button
-                                        key={option.key}
-                                        variant={intensitySegment === option.key ? 'default' : 'outline'}
-                                        size="sm"
-                                        onClick={() => setIntensitySegment(option.key)}
-                                        className="rounded-full"
-                                    >
-                                        {option.label}
-                                    </Button>
-                                ))}
-                            </div>
-                            <p className="text-xs text-muted-foreground">
-                                {segmentLabelByKey[intensitySegment]}: {totalBySegment[intensitySegment].toLocaleString()} questions ({segmentShareByKey[intensitySegment]}%)
-                            </p>
-                        </div>
-                    </CardHeader>
-                    <CardContent>
-                        {loading ? (
-                            <Skeleton className="h-[300px] w-full" />
-                        ) : totalBySegment[intensitySegment] === 0 ? (
-                            <div className="flex items-center justify-center h-[300px] text-muted-foreground">
-                                No questions in this segment yet
-                            </div>
-                        ) : (
-                            <div className="h-[300px]">
-                                <ResponsiveContainer width="100%" height="100%">
-                                    <BarChart data={intensityData}>
-                                        <XAxis
-                                            dataKey="name"
-                                            stroke="hsl(var(--muted-foreground))"
-                                            fontSize={11}
-                                            tickLine={false}
-                                            axisLine={false}
-                                        />
-                                        <YAxis
-                                            stroke="hsl(var(--muted-foreground))"
-                                            fontSize={11}
-                                            tickLine={false}
-                                            axisLine={false}
-                                            tickFormatter={(value) => `${value}`}
-                                        />
-                                        <Tooltip
-                                            cursor={{ fill: 'rgba(255,255,255,0.03)' }}
-                                            contentStyle={{
-                                                borderRadius: '8px',
-                                                border: '1px solid #e2e8f0',
-                                                boxShadow: '0 4px 6px -1px rgb(0 0 0 / 0.1)',
-                                            }}
-                                        />
-                                        <Bar dataKey="value" radius={[6, 6, 0, 0]}>
-                                            {intensityData.map((entry, index) => (
-                                                <Cell key={`cell-${index}`} fill={entry.color} />
-                                            ))}
-                                        </Bar>
-                                    </BarChart>
-                                </ResponsiveContainer>
-                            </div>
-                        )}
-                    </CardContent>
-                </Card>
             </div>
 
             <Card>

apps/admin/src/pages/content/QuestionsPage.tsx

@@ -49,7 +49,6 @@ interface QuestionPack {
     name: string;
     description: string | null;
     icon: string | null;
-    is_explicit: boolean;
 }
 
 type QuestionType = 'swipe' | 'text_answer' | 'audio' | 'photo' | 'who_likely';
@@ -74,7 +73,6 @@ interface Question {
 }
 
 const DEFAULT_AUDIO_DURATION = 60;
-const getDefaultIntensity = (isExplicit?: boolean) => (isExplicit ? 4 : 2);
 
 const QUESTION_TYPE_OPTIONS: Array<{ value: QuestionType; label: string }> = [
     { value: 'swipe', label: 'Swipe' },
@@ -124,7 +122,6 @@ export function QuestionsPage() {
     const [formData, setFormData] = useState<{
         text: string;
         partner_text: string;
-        intensity: number;
         allowed_couple_genders: string[];
         target_user_genders: string[];
         required_props: string;
@@ -134,7 +131,6 @@ export function QuestionsPage() {
     }>({
         text: '',
         partner_text: '',
-        intensity: getDefaultIntensity(),
         allowed_couple_genders: [],
         target_user_genders: [],
         required_props: '',
@@ -156,7 +152,7 @@ export function QuestionsPage() {
 
             const packPromise = supabase
                 .from('question_packs')
-                .select('id, name, description, icon, is_explicit')
+                .select('id, name, description, icon')
                 .eq('id', packId)
                 .single();
             let questionsQuery = supabase
@@ -272,7 +268,6 @@ export function QuestionsPage() {
         setFormData({
             text: '',
             partner_text: '',
-            intensity: getDefaultIntensity(pack?.is_explicit),
             allowed_couple_genders: [],
             target_user_genders: [],
             required_props: '',
@@ -289,7 +284,6 @@ export function QuestionsPage() {
         setFormData({
             text: question.text,
             partner_text: question.partner_text || '',
-            intensity: question.intensity,
             allowed_couple_genders: question.allowed_couple_genders || [],
             target_user_genders: question.target_user_genders || [],
             required_props: question.required_props?.join(', ') ?? '',
@@ -326,7 +320,6 @@ export function QuestionsPage() {
                 const { error } = await auditedSupabase.update('questions', editingQuestion.id, {
                     text: formData.text,
                     partner_text: formData.partner_text || null,
-                    intensity: formData.intensity,
                     allowed_couple_genders: formData.allowed_couple_genders.length > 0 ? formData.allowed_couple_genders : null,
                     target_user_genders: formData.target_user_genders.length > 0 ? formData.target_user_genders : null,
                     required_props: requiredPropsValue,
@@ -342,7 +335,6 @@ export function QuestionsPage() {
                     pack_id: packId,
                     text: formData.text,
                     partner_text: formData.partner_text || null,
-                    intensity: formData.intensity,
                     allowed_couple_genders: formData.allowed_couple_genders.length > 0 ? formData.allowed_couple_genders : null,
                     target_user_genders: formData.target_user_genders.length > 0 ? formData.target_user_genders : null,
                     required_props: requiredPropsValue,
@@ -384,7 +376,6 @@ export function QuestionsPage() {
 
     const handleAiGenerated = (generatedQuestions: Array<{ text: string; partner_text?: string; intensity: number; inverse_pair_id?: string | null }>) => {
         const generatedQuestionType: QuestionType = 'swipe';
-        const defaultIntensity = getDefaultIntensity(pack?.is_explicit);
 
         // Bulk insert AI-generated questions with inverse_of linking
         const insertQuestions = async () => {
@@ -411,7 +402,6 @@ export function QuestionsPage() {
                             pack_id: packId,
                             text: q.text,
                             partner_text: q.partner_text || null,
-                            intensity: defaultIntensity,
                             inverse_of: null,
                             question_type: generatedQuestionType,
                             config: null,
@@ -431,7 +421,6 @@ export function QuestionsPage() {
                                 pack_id: packId,
                                 text: primary.text,
                                 partner_text: primary.partner_text || null,
-                                intensity: defaultIntensity,
                                 inverse_of: null,
                                 question_type: generatedQuestionType,
                                 config: null,
@@ -449,7 +438,6 @@ export function QuestionsPage() {
                                     pack_id: packId,
                                     text: inverse.text,
                                     partner_text: inverse.partner_text || null,
-                                    intensity: defaultIntensity,
                                     inverse_of: primaryId,
                                     question_type: generatedQuestionType,
                                     config: null,
@@ -467,7 +455,6 @@ export function QuestionsPage() {
                                     pack_id: packId,
                                     text: extra.text,
                                     partner_text: extra.partner_text || null,
-                                    intensity: defaultIntensity,
                                     inverse_of: null,
                                     question_type: generatedQuestionType,
                                     config: null,
@@ -483,7 +470,6 @@ export function QuestionsPage() {
                             pack_id: packId,
                             text: pair[0].text,
                             partner_text: pair[0].partner_text || null,
-                            intensity: defaultIntensity,
                             inverse_of: null,
                             question_type: generatedQuestionType,
                             config: null,
@@ -649,7 +635,6 @@ export function QuestionsPage() {
                                         <AIPolishButton
                                             text={formData.text}
                                             type="question"
-                                            explicit={pack?.is_explicit ?? false}
                                             onPolished={(val) => setFormData(d => ({ ...d, text: val }))}
                                         />
                                     </div>
@@ -713,7 +698,6 @@ export function QuestionsPage() {
                                         <AIPolishButton
                                             text={formData.partner_text}
                                             type="partner_text"
-                                            explicit={pack?.is_explicit ?? false}
                                             onPolished={(val) => setFormData(d => ({ ...d, partner_text: val }))}
                                         />
                                     </div>
@@ -926,7 +910,7 @@ export function QuestionsPage() {
                 open={aiDialogOpen}
                 onOpenChange={setAiDialogOpen}
                 type="questions"
-                context={{ packName: pack?.name, packDescription: pack?.description, isExplicit: pack?.is_explicit, existingQuestions: questions.map(q => q.text) }}
+                context={{ packName: pack?.name, packDescription: pack?.description, existingQuestions: questions.map(q => q.text) }}
                 onGenerated={handleAiGenerated}
             />
 
@@ -934,7 +918,6 @@ export function QuestionsPage() {
                 open={reviewOpen}
                 onOpenChange={setReviewOpen}
                 questions={reviewQuestions}
-                isExplicit={pack?.is_explicit ?? false}
                 onUpdated={fetchData}
             />
 

apps/admin/src/pages/users/UserDetailPage.tsx

@@ -37,7 +37,7 @@ import {
     SelectTrigger,
     SelectValue,
 } from '@/components/ui/select';
-import { Crown, Users, MessageCircle, ChevronRight, ThumbsUp, ThumbsDown, Minus, Gift, Image, Video as VideoIcon, Target, User, Eye, EyeOff, CheckCircle, Package, Heart, Sparkles, Flame, Trophy, Calendar } from 'lucide-react';
+import { Crown, Users, MessageCircle, ChevronRight, ThumbsUp, ThumbsDown, Minus, Gift, Image, Video as VideoIcon, Target, User, Eye, EyeOff, CheckCircle, Package, Sparkles, Flame, Trophy, Calendar } from 'lucide-react';
 import { format } from 'date-fns';
 import { IconPreview } from '@/components/ui/icon-picker';
 
@@ -46,8 +46,6 @@ type Gender = 'male' | 'female' | 'non-binary' | 'prefer-not-to-say';
 
 // ... (interfaces and constants are the same)
 
-type IntensityLevel = 1 | 2 | 3 | 4 | 5;
-
 interface Profile {
     id: string;
     name: string | null;
@@ -58,9 +56,8 @@ interface Profile {
     created_at: string | null;
     gender: Gender | null;
     usage_reason: UsageReason | null;
-    show_explicit_content: boolean | null;
+    hide_nsfw: boolean | null;
     onboarding_completed: boolean | null;
-    max_intensity: IntensityLevel | null;
 }
 
 const usageReasonLabels: Record<UsageReason, { label: string; icon: string }> = {
@@ -78,14 +75,6 @@ const genderLabels: Record<Gender, string> = {
     'prefer-not-to-say': 'Prefer not to say',
 };
 
-const intensityLabels: Record<IntensityLevel, { label: string; emoji: string }> = {
-    1: { label: 'Gentle', emoji: '💭' },
-    2: { label: 'Warm', emoji: '💕' },
-    3: { label: 'Playful', emoji: '😏' },
-    4: { label: 'Steamy', emoji: '🔥' },
-    5: { label: 'Intense', emoji: '🌶️' },
-};
-
 interface Partner {
     id: string;
     name: string | null;
@@ -556,11 +545,10 @@ export function UserDetailPage() {
                 </div>
             </div></CardContent></Card>
             {/* Onboarding Details */}
-            <Card><CardHeader className="pb-3"><CardTitle className="text-lg flex items-center gap-2"><CheckCircle className="h-5 w-5 text-primary" />Onboarding Details</CardTitle><CardDescription>Information collected during user onboarding</CardDescription></CardHeader><CardContent><div className="grid gap-4 md:grid-cols-2 lg:grid-cols-5">
+            <Card><CardHeader className="pb-3"><CardTitle className="text-lg flex items-center gap-2"><CheckCircle className="h-5 w-5 text-primary" />Onboarding Details</CardTitle><CardDescription>Information collected during user onboarding</CardDescription></CardHeader><CardContent><div className="grid gap-4 md:grid-cols-2 lg:grid-cols-4">
                 <div className="flex items-start gap-3"><div className="p-2 rounded-lg bg-blue-100 dark:bg-blue-900"><User className="h-4 w-4 text-blue-600 dark:text-blue-400" /></div><div><p className="text-sm font-medium text-muted-foreground">Gender</p><p className="font-medium">{profile.gender ? genderLabels[profile.gender] : 'Not set'}</p></div></div>
                 <div className="flex items-start gap-3"><div className="p-2 rounded-lg bg-purple-100 dark:bg-purple-900"><Target className="h-4 w-4 text-purple-600 dark:text-purple-400" /></div><div><p className="text-sm font-medium text-muted-foreground">Why using Sauci</p><p className="font-medium">{profile.usage_reason ? usageReasonLabels[profile.usage_reason]?.label : 'Not set'}</p></div></div>
-                <div className="flex items-start gap-3"><div className="p-2 rounded-lg bg-pink-100 dark:bg-pink-900"><Heart className="h-4 w-4 text-pink-600 dark:text-pink-400" /></div><div><p className="text-sm font-medium text-muted-foreground">Comfort Zone</p><p className="font-medium">{profile.max_intensity ? `${intensityLabels[profile.max_intensity].emoji} ${intensityLabels[profile.max_intensity].label} (${profile.max_intensity})` : 'Not set'}</p></div></div>
-                <div className="flex items-start gap-3"><div className={`p-2 rounded-lg ${profile.show_explicit_content ? 'bg-amber-100 dark:bg-amber-900' : 'bg-gray-100 dark:bg-gray-800'}`}>{profile.show_explicit_content ? <Eye className="h-4 w-4 text-amber-600 dark:text-amber-400" /> : <EyeOff className="h-4 w-4 text-gray-500 dark:text-gray-400" />}</div><div><p className="text-sm font-medium text-muted-foreground">Explicit Content</p><p className="font-medium">{profile.show_explicit_content === null ? 'Not set' : profile.show_explicit_content ? 'Enabled' : 'Disabled'}</p></div></div>
+                <div className="flex items-start gap-3"><div className={`p-2 rounded-lg ${profile.hide_nsfw ? 'bg-gray-100 dark:bg-gray-800' : 'bg-amber-100 dark:bg-amber-900'}`}>{profile.hide_nsfw ? <EyeOff className="h-4 w-4 text-gray-500 dark:text-gray-400" /> : <Eye className="h-4 w-4 text-amber-600 dark:text-amber-400" />}</div><div><p className="text-sm font-medium text-muted-foreground">Hide NSFW</p><p className="font-medium">{profile.hide_nsfw === null ? 'Not set' : profile.hide_nsfw ? 'Yes' : 'No'}</p></div></div>
                 <div className="flex items-start gap-3"><div className={`p-2 rounded-lg ${profile.onboarding_completed ? 'bg-green-100 dark:bg-green-900' : 'bg-red-100 dark:bg-red-900'}`}><CheckCircle className={`h-4 w-4 ${profile.onboarding_completed ? 'text-green-600 dark:text-green-400' : 'text-red-500 dark:text-red-400'}`} /></div><div><p className="text-sm font-medium text-muted-foreground">Onboarding</p><p className="font-medium">{profile.onboarding_completed ? 'Completed' : 'Not completed'}</p></div></div>
             </div></CardContent></Card>
             {/* Streak Info */}
@@ -674,17 +662,17 @@ export function UserDetailPage() {
                                                     <CardTitle className="text-base">{ep.pack.name}</CardTitle>
                                                 </div>
                                                 <div className="flex gap-1">
+                                                    {ep.pack.is_explicit && (
+                                                        <Badge variant="destructive" className="text-xs">
+                                                            NSFW
+                                                        </Badge>
+                                                    )}
                                                     {ep.pack.is_premium && (
                                                         <Badge className="bg-amber-500 text-xs">
                                                             <Crown className="h-3 w-3 mr-1" />
                                                             Premium
                                                         </Badge>
                                                     )}
-                                                    {ep.pack.is_explicit && (
-                                                        <Badge variant="destructive" className="text-xs">
-                                                            18+
-                                                        </Badge>
-                                                    )}
                                                 </div>
                                             </div>
                                             {ep.pack.description && (

apps/admin/src/pages/users/UsersPage.tsx

@@ -226,13 +226,13 @@ export function UsersPage() {
                     <TableHeader>
                         <TableRow>
                             <TableHead>User</TableHead>
-                            <TableHead>Email</TableHead>
-                            <TableHead>Status</TableHead>
-                            <TableHead>Couple</TableHead>
-                            <TableHead>Storage</TableHead>
-                            <TableHead>Joined</TableHead>
-                            <TableHead>Last Active</TableHead>
-                            <TableHead className="w-12"></TableHead>
+                            <TableHead className="hidden md:table-cell">Email</TableHead>
+                            <TableHead className="hidden md:table-cell">Status</TableHead>
+                            <TableHead className="hidden lg:table-cell">Couple</TableHead>
+                            <TableHead className="hidden lg:table-cell">Storage</TableHead>
+                            <TableHead className="hidden xl:table-cell">Joined</TableHead>
+                            <TableHead className="hidden xl:table-cell">Last Active</TableHead>
+                            <TableHead className="hidden md:table-cell w-12"></TableHead>
                         </TableRow>
                     </TableHeader>
                     <TableBody>
@@ -243,41 +243,8 @@ export function UsersPage() {
                                 </TableCell>
                             </TableRow>
                         ) : (
-                            paginatedProfiles.map((profile) => (
-                                <TableRow key={profile.id}>
-                                    <TableCell>
-                                        <Link to={`/users/${profile.id}`} className="flex items-center gap-3 hover:opacity-80 transition-opacity">
-                                            <Avatar className="h-9 w-9">
-                                                <AvatarImage src={profile.avatar_url || undefined} />
-                                                <AvatarFallback>
-                                                    {profile.name?.charAt(0).toUpperCase() || 'U'}
-                                                </AvatarFallback>
-                                            </Avatar>
-                                            <span className="font-medium hover:text-primary transition-colors">
-                                                {profile.name || 'Unnamed User'}
-                                            </span>
-                                        </Link>
-                                    </TableCell>
-                                    <TableCell className="text-muted-foreground">
-                                        <div className="flex items-center gap-1.5">
-                                            {profile.email ? (
-                                                <>
-                                                    {profile.email}
-                                                    {!profile.email_confirmed_at && (
-                                                        <span title="Email not verified">
-                                                            <MailWarning className="h-3.5 w-3.5 text-amber-500" />
-                                                        </span>
-                                                    )}
-                                                </>
-                                            ) : (
-                                                <Badge variant="secondary" className="bg-slate-100 text-slate-500 hover:bg-slate-200">
-                                                    Guest
-                                                </Badge>
-                                            )}
-                                        </div>
-                                    </TableCell>
-                                    <TableCell>
-                                        {profile.is_premium ? (
+                            paginatedProfiles.map((profile) => {
+                                const statusBadge = profile.is_premium ? (
                                     <Badge className="bg-amber-500">
                                         <Crown className="h-3 w-3 mr-1" />
                                         Premium
@@ -291,10 +258,9 @@ export function UsersPage() {
                                     <Badge variant="secondary" className="bg-slate-100 text-slate-500 hover:bg-slate-200">
                                         Free
                                     </Badge>
-                                        )}
-                                    </TableCell>
-                                    <TableCell>
-                                        {profile.couple_id ? (
+                                );
+
+                                const coupleBadge = profile.couple_id ? (
                                     profile.partner_count && profile.partner_count >= 2 ? (
                                         <Badge variant="secondary" className="bg-green-100 text-green-700 hover:bg-green-200">
                                             <Users className="h-3 w-3 mr-1" />
@@ -307,30 +273,98 @@ export function UsersPage() {
                                         </Badge>
                                     )
                                 ) : (
-                                            <span className="text-muted-foreground text-sm">—</span>
+                                    <span className="text-muted-foreground text-xs">Not paired</span>
+                                );
+
+                                const emailContent = profile.email ? (
+                                    <span className="flex items-center gap-1.5 truncate max-w-[220px]">
+                                        <span className="truncate">{profile.email}</span>
+                                        {!profile.email_confirmed_at && (
+                                            <MailWarning className="h-3.5 w-3.5 text-amber-500" aria-label="Email not verified" />
                                         )}
-                                    </TableCell>
+                                    </span>
+                                ) : (
+                                    <Badge variant="secondary" className="bg-slate-100 text-slate-500 hover:bg-slate-200">
+                                        Guest
+                                    </Badge>
+                                );
+
+                                const storageLabel = profile.storage_bytes && profile.storage_bytes > 0
+                                    ? formatBytes(profile.storage_bytes)
+                                    : '—';
+
+                                const joinedLabel = profile.created_at
+                                    ? format(new Date(profile.created_at), 'MMM d, yyyy')
+                                    : '—';
+
+                                const lastActiveLabel = profile.last_sign_in_at
+                                    ? format(new Date(profile.last_sign_in_at), 'MMM d, yyyy h:mm a')
+                                    : 'Never';
+
+                                return (
+                                    <TableRow key={profile.id}>
                                         <TableCell>
+                                            <div className="flex items-center gap-3">
+                                                <Link to={`/users/${profile.id}`} className="flex items-center gap-3 min-w-0 hover:opacity-80 transition-opacity">
+                                                    <Avatar className="h-9 w-9">
+                                                        <AvatarImage src={profile.avatar_url || undefined} />
+                                                        <AvatarFallback>
+                                                            {profile.name?.charAt(0).toUpperCase() || 'U'}
+                                                        </AvatarFallback>
+                                                    </Avatar>
+                                                    <span className="font-medium truncate hover:text-primary transition-colors">
+                                                        {profile.name || 'Unnamed User'}
+                                                    </span>
+                                                </Link>
+                                                <div className="ml-auto md:hidden">
+                                                    <Link to={`/users/${profile.id}`}>
+                                                        <Button variant="ghost" size="icon">
+                                                            <ChevronRight className="h-4 w-4" />
+                                                        </Button>
+                                                    </Link>
+                                                </div>
+                                            </div>
+                                            <div className="mt-2 flex flex-wrap items-center gap-2 text-xs text-muted-foreground md:hidden">
+                                                {emailContent}
+                                                {statusBadge}
+                                                {coupleBadge}
+                                                {storageLabel !== '—' && (
+                                                    <span className="flex items-center gap-1">
+                                                        <HardDrive className="h-3 w-3 text-muted-foreground" />
+                                                        {storageLabel}
+                                                    </span>
+                                                )}
+                                                <span className="text-muted-foreground">Active {lastActiveLabel}</span>
+                                            </div>
+                                        </TableCell>
+                                        <TableCell className="hidden md:table-cell text-muted-foreground">
+                                            <div className="flex items-center gap-1.5">
+                                                {emailContent}
+                                            </div>
+                                        </TableCell>
+                                        <TableCell className="hidden md:table-cell">
+                                            {statusBadge}
+                                        </TableCell>
+                                        <TableCell className="hidden lg:table-cell">
+                                            {profile.couple_id ? coupleBadge : <span className="text-muted-foreground text-sm">—</span>}
+                                        </TableCell>
+                                        <TableCell className="hidden lg:table-cell">
                                             {profile.storage_bytes && profile.storage_bytes > 0 ? (
                                                 <div className="flex items-center gap-1 text-sm">
                                                     <HardDrive className="h-3 w-3 text-muted-foreground" />
-                                                {formatBytes(profile.storage_bytes)}
+                                                    {storageLabel}
                                                 </div>
                                             ) : (
                                                 <span className="text-muted-foreground text-sm">—</span>
                                             )}
                                         </TableCell>
-                                    <TableCell className="text-muted-foreground text-sm">
-                                        {profile.created_at
-                                            ? format(new Date(profile.created_at), 'MMM d, yyyy')
-                                            : '—'}
+                                        <TableCell className="hidden xl:table-cell text-muted-foreground text-sm">
+                                            {joinedLabel}
                                         </TableCell>
-                                    <TableCell className="text-muted-foreground text-sm">
-                                        {profile.last_sign_in_at
-                                            ? format(new Date(profile.last_sign_in_at), 'MMM d, yyyy h:mm a')
-                                            : 'Never'}
+                                        <TableCell className="hidden xl:table-cell text-muted-foreground text-sm">
+                                            {lastActiveLabel}
                                         </TableCell>
-                                    <TableCell>
+                                        <TableCell className="hidden md:table-cell">
                                             <Link to={`/users/${profile.id}`}>
                                                 <Button variant="ghost" size="icon">
                                                     <ChevronRight className="h-4 w-4" />
@@ -338,7 +372,8 @@ export function UsersPage() {
                                             </Link>
                                         </TableCell>
                                     </TableRow>
-                            ))
+                                );
+                            })
                         )}
                     </TableBody>
                 </Table>

new-question-types-draft.md

@@ -0,0 +1,256 @@
+# New Question Types Draft - Non-Explicit Packs
+
+New questions using **audio**, **photo**, and **who_likely** types for all non-explicit question packs. Questions match the tone, intensity range, and theme of each pack.
+
+**Question types:**
+- **audio** - User records a voice response (max 60s)
+- **photo** - User uploads/captures a photo
+- **who_likely** - "Who is more likely to..." (each partner picks who)
+
+None of these types use partner_text.
+
+---
+
+## 1. Staying Close (Long Distance, intensity 1)
+
+| # | Type | Text | Intensity |
+|---|------|------|-----------|
+| 1 | audio | Record a voice note saying good morning to your partner | 1 |
+| 2 | audio | Record yourself humming or singing a song that reminds you of your partner | 1 |
+| 3 | audio | Leave a voice note describing the best part of your day | 1 |
+| 4 | audio | Record a bedtime voice note for your partner to fall asleep to | 1 |
+| 5 | photo | Send a photo of your current view right now | 1 |
+| 6 | photo | Share a photo of something that made you smile today | 1 |
+| 7 | photo | Take a photo of your pillow and empty bed | 1 |
+| 8 | photo | Send a photo of your morning coffee or tea | 1 |
+| 9 | who_likely | Who is more likely to call the other first? | 1 |
+| 10 | who_likely | Who is more likely to fall asleep on a video call? | 1 |
+| 11 | who_likely | Who is more likely to send a random "I miss you" text? | 1 |
+| 12 | who_likely | Who is more likely to plan a surprise visit? | 1 |
+| 13 | who_likely | Who is more likely to cry at the airport? | 1 |
+
+---
+
+## 2. Finding Your Vibe (Social Life, intensity 1)
+
+| # | Type | Text | Intensity |
+|---|------|------|-----------|
+| 1 | who_likely | Who is more likely to be the last one on the dance floor? | 1 |
+| 2 | who_likely | Who is more likely to make friends with a stranger at a party? | 1 |
+| 3 | who_likely | Who is more likely to suggest leaving early? | 1 |
+| 4 | who_likely | Who is more likely to be the designated driver? | 1 |
+| 5 | who_likely | Who is more likely to start a karaoke session? | 1 |
+| 6 | who_likely | Who is more likely to cancel plans to stay in? | 1 |
+| 7 | audio | Describe your perfect night out in a voice note | 1 |
+| 8 | photo | Share a photo of your go-to going-out outfit | 1 |
+
+---
+
+## 3. Weekend Warriors (Adventure & Travel, intensity 1-2)
+
+| # | Type | Text | Intensity |
+|---|------|------|-----------|
+| 1 | who_likely | Who is more likely to suggest an unplanned road trip? | 1 |
+| 2 | who_likely | Who is more likely to get competitive at mini golf? | 1 |
+| 3 | who_likely | Who is more likely to try a new restaurant without checking reviews? | 1 |
+| 4 | who_likely | Who is more likely to spend the entire weekend on the couch? | 1 |
+| 5 | who_likely | Who is more likely to drag the other to a flea market? | 1 |
+| 6 | photo | Share a photo of a place nearby you've been wanting to visit together | 1 |
+| 7 | photo | Take a photo of your ideal weekend morning setup | 1 |
+| 8 | audio | Describe a weekend adventure you'd love to go on together | 1 |
+| 9 | audio | Tell your partner about your favorite weekend memory together | 1 |
+
+---
+
+## 4. Outdoor Explorers (Adventure & Travel, intensity 1)
+
+| # | Type | Text | Intensity |
+|---|------|------|-----------|
+| 1 | who_likely | Who is more likely to suggest a spontaneous hike? | 1 |
+| 2 | who_likely | Who is more likely to get lost on a trail? | 1 |
+| 3 | who_likely | Who is more likely to complain about the weather? | 1 |
+| 4 | who_likely | Who is more likely to forget the sunscreen? | 1 |
+| 5 | who_likely | Who would survive longer in the wilderness? | 1 |
+| 6 | photo | Share a photo of your favorite outdoor spot | 1 |
+| 7 | photo | Take a photo of the view from your window right now | 1 |
+| 8 | audio | Describe your dream outdoor adventure in a voice note | 1 |
+| 9 | audio | Tell your partner about a time in nature that felt magical | 1 |
+
+---
+
+## 5. Romantic Gestures (Romance & Sensuality, intensity 2-4)
+
+| # | Type | Text | Intensity |
+|---|------|------|-----------|
+| 1 | audio | Whisper something sweet to your partner | 2 |
+| 2 | audio | Record yourself saying what you love most about your partner | 2 |
+| 3 | audio | Tell your partner about a moment with them you'll never forget | 2 |
+| 4 | audio | In your most romantic voice, tell your partner what they mean to you | 3 |
+| 5 | audio | Describe the first time you knew you were falling for your partner | 2 |
+| 6 | photo | Set up a romantic scene at home and share a photo | 2 |
+| 7 | photo | Write a short love note by hand and send a photo of it | 2 |
+| 8 | photo | Share a photo from a moment together that makes your heart race | 2 |
+| 9 | who_likely | Who is more likely to plan a surprise romantic gesture? | 2 |
+| 10 | who_likely | Who is more likely to initiate a slow dance in the kitchen? | 2 |
+| 11 | who_likely | Who is more likely to write a love letter? | 2 |
+| 12 | who_likely | Who is more likely to pull the other in for a random kiss? | 2 |
+
+---
+
+## 6. Sensual Massage (Sensual Discovery, intensity 2-3)
+
+| # | Type | Text | Intensity |
+|---|------|------|-----------|
+| 1 | who_likely | Who is more likely to ask for a massage after a long day? | 2 |
+| 2 | who_likely | Who is more likely to fall asleep during a massage? | 2 |
+| 3 | who_likely | Who gives the better back massage? | 2 |
+| 4 | audio | Describe how you would give your partner the perfect massage | 3 |
+| 5 | audio | Tell your partner which part of your body holds the most tension | 2 |
+
+---
+
+## 7. Missing You (Long Distance, intensity 1-3)
+
+| # | Type | Text | Intensity |
+|---|------|------|-----------|
+| 1 | audio | Record a whispered "I miss you" voice note | 2 |
+| 2 | audio | Describe what you'd do in the first five minutes of seeing your partner again | 2 |
+| 3 | audio | Read your partner a short goodnight message in your sleepiest voice | 1 |
+| 4 | audio | Tell your partner the thing you miss most about being together | 1 |
+| 5 | photo | Take a selfie right now, no filter, no prep | 1 |
+| 6 | photo | Share a photo of something you bought that reminded you of your partner | 1 |
+| 7 | photo | Send a photo of what you're wearing right now | 2 |
+| 8 | photo | Share a photo of your favorite thing your partner left at your place | 1 |
+| 9 | who_likely | Who is more likely to send a 3am "thinking of you" text? | 1 |
+| 10 | who_likely | Who is more likely to rewatch old photos and videos of you two? | 1 |
+| 11 | who_likely | Who is more likely to wear the other person's hoodie? | 1 |
+| 12 | who_likely | Who is more likely to get emotional hearing a song that reminds them of the other? | 1 |
+
+---
+
+## 8. Everyday Moments (Quality Time, intensity 1)
+
+| # | Type | Text | Intensity |
+|---|------|------|-----------|
+| 1 | photo | Share a photo of your morning coffee or breakfast | 1 |
+| 2 | photo | Take a photo of your workspace or desk setup | 1 |
+| 3 | photo | Share a photo of something small that made your day better | 1 |
+| 4 | audio | Describe your favorite daily ritual you share together | 1 |
+| 5 | audio | Tell your partner what you were just thinking about | 1 |
+| 6 | who_likely | Who is more likely to wake up first? | 1 |
+| 7 | who_likely | Who is more likely to cook dinner on a weeknight? | 1 |
+| 8 | who_likely | Who is more likely to fall asleep on the couch? | 1 |
+| 9 | who_likely | Who is more likely to suggest ordering takeout? | 1 |
+| 10 | who_likely | Who is more likely to do the dishes without being asked? | 1 |
+
+---
+
+## 9. Relationship Essentials (Quality Time, intensity 1)
+
+| # | Type | Text | Intensity |
+|---|------|------|-----------|
+| 1 | audio | Tell your partner one thing you appreciate about them that you don't say enough | 1 |
+| 2 | audio | Describe in your own words what makes your relationship work | 1 |
+| 3 | audio | Tell your partner about a time they made you feel truly safe | 1 |
+| 4 | who_likely | Who is more likely to apologize first after an argument? | 1 |
+| 5 | who_likely | Who is more likely to bring up something that's bothering them? | 1 |
+| 6 | who_likely | Who is more likely to remember an anniversary or special date? | 1 |
+| 7 | who_likely | Who is more likely to compromise during a disagreement? | 1 |
+| 8 | who_likely | Who is more likely to say "I love you" first each day? | 1 |
+| 9 | photo | Share a photo of something that reminds you of your relationship | 1 |
+
+---
+
+## 10. Hosting (Social Life, intensity 1)
+
+| # | Type | Text | Intensity |
+|---|------|------|-----------|
+| 1 | who_likely | Who is more likely to overdo it on the snacks and decorations? | 1 |
+| 2 | who_likely | Who is more likely to still be cleaning five minutes before guests arrive? | 1 |
+| 3 | who_likely | Who is the better DJ at a house party? | 1 |
+| 4 | who_likely | Who is more likely to invite too many people? | 1 |
+| 5 | photo | Share a photo of your dream hosting setup or table setting | 1 |
+| 6 | audio | Describe your dream dinner party - who's invited and what's on the menu? | 1 |
+| 7 | audio | What's your signature dish you'd make for guests? Describe it | 1 |
+
+---
+
+## 11. Body Mapping (Sensual Discovery, intensity 2-3)
+
+| # | Type | Text | Intensity |
+|---|------|------|-----------|
+| 1 | who_likely | Who is more ticklish? | 2 |
+| 2 | who_likely | Who has more sensitive ears? | 2 |
+| 3 | who_likely | Who reacts more to having their neck kissed? | 2 |
+| 4 | who_likely | Who is more likely to discover a new sensitive spot on the other? | 2 |
+| 5 | audio | Describe where you most love being touched by your partner | 3 |
+| 6 | audio | Tell your partner the kind of touch that instantly relaxes you | 2 |
+
+---
+
+## 12. Date Night Ideas (Quality Time, intensity 1-2)
+
+| # | Type | Text | Intensity |
+|---|------|------|-----------|
+| 1 | photo | Share a photo of a restaurant or cafe you'd love to take your partner to | 1 |
+| 2 | photo | Take a photo of your date night outfit | 1 |
+| 3 | photo | Share a photo of a dish you'd love to cook together | 1 |
+| 4 | audio | Pitch your dream date night from start to finish | 1 |
+| 5 | audio | Describe the best date you've ever been on together | 1 |
+| 6 | who_likely | Who is more likely to pick the restaurant? | 1 |
+| 7 | who_likely | Who is more likely to try something completely new on a date? | 1 |
+| 8 | who_likely | Who is more likely to plan a surprise date? | 1 |
+| 9 | who_likely | Who is more likely to lose track of time on a date because you're having too much fun? | 1 |
+
+---
+
+## 13. First Impressions (Roleplay, intensity 2-3)
+
+| # | Type | Text | Intensity |
+|---|------|------|-----------|
+| 1 | audio | Introduce yourself to your partner as if you're meeting for the first time | 2 |
+| 2 | audio | Deliver your best pick-up line to your partner | 2 |
+| 3 | audio | In character, leave a voicemail asking your partner on a first date | 2 |
+| 4 | audio | Describe what you'd wear to impress your partner if you were meeting for the first time | 2 |
+| 5 | who_likely | Who is more likely to approach the other if you were strangers? | 2 |
+| 6 | who_likely | Who is more likely to break character and laugh? | 2 |
+| 7 | who_likely | Who is more likely to use a cheesy pick-up line? | 2 |
+| 8 | who_likely | Who would be more nervous on a real first date? | 2 |
+| 9 | photo | Snap a photo of the outfit you'd wear to make a killer first impression | 2 |
+
+---
+
+## 14. Food & Culture (Adventure & Travel, intensity 1)
+
+| # | Type | Text | Intensity |
+|---|------|------|-----------|
+| 1 | photo | Share a photo of a dish you've been craving lately | 1 |
+| 2 | photo | Take a photo of something in your kitchen that tells a story | 1 |
+| 3 | audio | Describe a meal from your childhood that means a lot to you | 1 |
+| 4 | audio | Tell your partner about a cuisine you've always wanted to try together | 1 |
+| 5 | who_likely | Who is the pickier eater? | 1 |
+| 6 | who_likely | Who is more likely to try an unusual local delicacy while traveling? | 1 |
+| 7 | who_likely | Who is more likely to send back a dish at a restaurant? | 1 |
+| 8 | who_likely | Who is the better cook? | 1 |
+
+---
+
+## Summary
+
+| Pack | Audio | Photo | Who Likely | Total New |
+|------|-------|-------|------------|-----------|
+| Staying Close | 4 | 4 | 5 | **13** |
+| Finding Your Vibe | 1 | 1 | 6 | **8** |
+| Weekend Warriors | 2 | 2 | 5 | **9** |
+| Outdoor Explorers | 2 | 2 | 5 | **9** |
+| Romantic Gestures | 5 | 3 | 4 | **12** |
+| Sensual Massage | 2 | 0 | 3 | **5** |
+| Missing You | 4 | 4 | 4 | **12** |
+| Everyday Moments | 2 | 3 | 5 | **10** |
+| Relationship Essentials | 3 | 1 | 5 | **9** |
+| Hosting | 2 | 1 | 4 | **7** |
+| Body Mapping | 2 | 0 | 4 | **6** |
+| Date Night Ideas | 2 | 3 | 4 | **9** |
+| First Impressions | 4 | 1 | 4 | **9** |
+| Food & Culture | 2 | 2 | 4 | **8** |
+| **Totals** | **37** | **27** | **62** | **126** |