As a user, I want the scaffold pages (home, login, signup, welcome, dashboard/overview, dashboard/ai-assistant, dashboard/settings) to look exactly identical to the mock-design pages. This task covers applying the global color palette (Midnight Blue #2C3E50, Sunset Orange #E67E22, Soft Gold #F1C40F, Off-White #F8F9FA, Charcoal Gray #34495E), typography, spacing, and layout structure across all existing scaffold pages. Also remove any pages not present in the design pages (e.g., welcome page, dashboard/ai-assistant, dashboard/settings if not in designs). This task must be completed first and is independent of all other tasks.
As a user, I want to use a backend API for secure account creation and login. Implement FastAPI endpoints for user registration (POST /auth/register) and login (POST /auth/login) with JWT token issuance, password hashing, and input validation. Support both General User and Admin roles.
As an admin, I want to use a backend API to manage user accounts including listing, suspending, and deleting users. Implement FastAPI endpoints: list users (GET /admin/users), update user status (PUT /admin/users/{id}), suspend user (POST /admin/users/{id}/suspend), and delete user (DELETE /admin/users/{id}). Include role-based access control.
As a user, I want to use a backend API to save and retrieve favorite content in my personal library. Implement FastAPI endpoints for adding to favorites (POST /library/favorites), listing favorites (GET /library/favorites), and removing favorites (DELETE /library/favorites/{id}).
As a user, I want to use a backend API to browse, search, and filter content by categories and tags. Implement FastAPI endpoints for listing content (GET /content), searching by tags/categories (GET /content/search), and fetching individual content details (GET /content/{id}). Support pagination and filtering.
As a user, I want to securely sign in to the platform from the Login page. Implement the Login page based on the existing JSX design (Login v4). The page should allow users to enter credentials, handle authentication errors gracefully, and redirect to the Home/Browse page upon success. Linked from: Landing page. Links to: Home (Browse Content).
As a user, I want to create a new account on the Signup page. Implement the Signup page based on the existing JSX design (Signup v3). The page should include registration fields, validation, and redirect to Home/Browse upon successful account creation. Linked from: Landing page. Links to: Home (Browse Content).
As a user, I want to use a backend API to adjust my privacy settings and control data sharing preferences. Implement FastAPI endpoints for retrieving (GET /users/me/privacy) and updating (PUT /users/me/privacy) privacy settings, including visibility controls and data sharing preferences. Ensure GDPR and CCPA compliance.
As an admin, I want to use a backend API to generate and retrieve analytics reports on user engagement and content performance. Implement FastAPI endpoints for fetching dashboard stats (GET /admin/analytics/stats), generating reports (POST /admin/reports/generate), and listing reports (GET /admin/reports). Aggregate MySQL data for engagement metrics.
As a user, I want to use a backend AI API for personalized content recommendations based on my preferences and browsing history. Implement FastAPI endpoint (GET /recommendations) that integrates with GPT 5.2 and Gemini 3 Pro via Langchain/Litellm to generate personalized content suggestions.
As a user, I want to see an immersive cinematic landing page with a dynamic parallax-scrolling cityscape/sunburst experience. Implement the Landing page based on the existing JSX design (Landing v1). This includes the animated skyline, interactive navigation buildings representing categories, ambient soundscape toggle, micro-interactions on hover, and a customizable background (dawn/dusk/night). Users can navigate from this page to Signup or Login. Guest users can browse limited content previews. Linked from: Entry point. Links to: Signup, Login.
As an admin, I want to use a backend API to upload, categorize, and manage platform content. Implement FastAPI endpoints for uploading content (POST /admin/content), updating content metadata and categories (PUT /admin/content/{id}), listing all content (GET /admin/content), and deleting content (DELETE /admin/content/{id}).
As a user, I want to search for content using a dedicated search interface. Implement the Search page based on the existing JSX design (Search v1). The page should provide a search input with autocomplete or filtering options, display search suggestions, and navigate to the Results page with the appropriate query. Linked from: Home page. Links to: Results page.
As a user, I want to view and manage my saved favorite content in a personal library. Implement the Library page based on the existing JSX design (Library v2). The page should display saved content items, allow removal of favorites, and link back to individual content detail pages. Linked from: Content detail page (Save Favorite). Links to: Content detail page.
As a user, I want to view personalized content recommendations on the Recommendations page. Implement the Recommendations page based on the existing JSX design (Recommendations v2). The page should display AI-driven content suggestions based on user preferences and browsing history. Linked from: Home page. Links to: Content detail page.
As a user, I want to adjust my privacy settings and data sharing preferences on the Settings page. Implement the Settings page based on the existing JSX design (Settings v2). The page should provide controls for visibility, notification preferences, and data sharing options in compliance with GDPR and CCPA. Linked from: Home page. Links to: Home.
As an admin, I want to review and moderate content submitted to the platform on the Moderation page. Implement the Moderation page based on the existing JSX design (Moderation v1). The page should display content pending review, allow approving or rejecting submissions, and flag inappropriate content. Linked from: Admin Dashboard. Links to: Content management page.
As an admin, I want to manage user accounts including viewing, editing, suspending, and deleting users on the Users page. Implement the Users page based on the existing JSX design (Users v4). The page should display a user list, support search/filter, and provide actions for suspending or deleting accounts. Linked from: Dashboard. Links to: User Edit Account page.
As a user, I want to view individual content items, interact with them, and save them to my library. Implement the Content page based on the existing JSX design (Content v4). The page should support content preview, interaction (like, share), and saving to favorites/library. Linked from: Results page. Links to: Library (Save Favorite).
As an admin, I want to generate and view detailed reports on user engagement and content performance on the Reports page. Implement the Reports page based on the existing JSX design (Reports v4). The page should display charts, metrics, and allow report generation/export. Linked from: Dashboard.
As an admin, I want to upload, categorize, and manage platform content on the Content management page. Implement the Content page based on the existing JSX design (Content v4). The page should support content upload, tagging/categorization, and content moderation actions. Linked from: Dashboard. Links to: Content categorization.
As a user, I want to browse content on the Home page after logging in. Implement the Home page based on the existing JSX design (Home v4). This page should display content listings, support search functionality, link to Recommendations, and provide access to Settings/Privacy. Linked from: Login/Signup. Links to: Search/Filter, Recommendations, Settings.
As a user, I want to search and filter content by tags and categories on the Results page. Implement the Results page based on the existing JSX design (Results v3). The page should display filtered search results, allow tag-based filtering, and allow users to click into individual content items. Linked from: Home (Search). Links to: Content detail page.
As a user, I want to manage my account settings and privacy preferences on the Profile page. Implement the Profile page based on the existing JSX design (Profile v4). The page should allow users to update profile information, adjust privacy settings, and control data sharing preferences. Linked from: Home page. Links to: Home.
As an admin, I want to view analytics, reports, and key metrics on the Dashboard page. Implement the Dashboard page based on the existing JSX design (Dashboard v3). The page should display user engagement stats, content performance analytics, and provide navigation to Users management, Content management, and Reports. Linked from: Login. Links to: Users, Content, Reports.

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