red-channel

As a user, I want to use a backend API to save my content niche and video format preferences so that the AI can generate relevant content automatically. Build FastAPI endpoints: POST /api/setup/niche (save niche, format: shorts/long-form/both), GET /api/setup/config (retrieve current config).

As a user, I want to connect my YouTube channel and configure my content niche so that the platform can automate content creation for my channel. Implement the Setup (v2) design covering two steps: (1) input YouTube channel ID and password to connect the account, (2) set content niche (finance/business) and choose between shorts, long-form, or both. Page already has a JSX design (Setup v2). User flow: Landing → Setup: Connect YouTube → Setup: Configure Niche → Dashboard: View Overview.

As a user, I want to use an AI-powered backend service to automatically generate video ideas based on my niche so that I always have fresh content to review. Build AI pipeline using Langchain + LiteLLM (Claude 4.6 Opus / GPT) to generate finance/business video ideas. Expose GET /api/content/ideas endpoint. Store generated ideas in MySQL.

As a user, I want to view a central dashboard summarizing all channel activities and analytics so that I can monitor performance at a glance. Implement the Dashboard (v1) design with draggable and resizable widgets for video ideas, analytics, and monetization tracking, plus an AI assistant hovering in the bottom-right corner. Page already has a JSX design (Dashboard v1). User flow: Setup: Configure Niche → Dashboard: View Overview → Content: Review AI Ideas.

As a user, I want to use an AI-powered backend service to generate full scripts for approved video ideas so that I can review and approve content before production. Build Langchain pipeline using Claude 4.6 Opus for scriptwriting. Expose POST /api/content/script (generate script for idea_id), GET /api/content/script/{id}. Store scripts in MySQL.

As a user, I want to view AI-generated video ideas and scripts and approve them before video production so that I maintain quality control over published content. Implement the Content (v1) design covering the idea review list, script viewer, and approve/reject actions. Page already has a JSX design (Content v1). User flow: Dashboard: View Overview → Content: Review AI Ideas → Content: Approve Script → Automation: Schedule Upload.

As a user, I want to use a backend API to approve or reject AI-generated scripts so that only approved content proceeds to video production. Build FastAPI endpoints: POST /api/content/script/{id}/approve, POST /api/content/script/{id}/reject. Trigger video generation pipeline upon approval.

As a user, I want to configure upload schedules and enable fully automated video generation and publishing so that my channel runs with minimal manual effort. Implement the Automation (v2) design with schedule configuration controls, automation toggles, and re-run capability for specific tasks. Page already has a JSX design (Automation v2). User flow: Content: Approve Script → Automation: Schedule Upload → Analytics: Track Performance.

As a user, I want to use an AI-powered backend service to automatically generate videos from approved scripts so that I don't need any manual video editing. Integrate Google Nano Banana model for video generation. Build pipeline: approved script → video generation → store video asset. Expose POST /api/automation/generate-video, GET /api/automation/video/{id}/status.

As a user, I want to track video performance metrics (views, likes, comments) and monitor monetization progress and earnings in IST and INR so that I can optimize my content strategy. Implement the Analytics (v1) design with performance charts, earnings widgets, and real-time data displays. Page already has a JSX design (Analytics v1). User flow: Automation: Schedule Upload → Analytics: Track Performance → Analytics: Monitor Earnings.

As a user, I want to use a backend API to automatically upload videos to YouTube and configure upload schedules so that my channel posts consistently without manual effort. Build FastAPI endpoints: POST /api/automation/upload (upload video to YouTube via API), POST /api/automation/schedule (set upload schedule), GET /api/automation/schedule. Integrate YouTube Data API v3.

As a user, I want to use a backend API to selectively re-trigger specific pipeline tasks (idea generation, script, video, upload) so that I can regenerate content without restarting the entire workflow. Build FastAPI endpoint: POST /api/automation/rerun (accepts task_type: ideas|script|video|upload, resource_id). Orchestrate re-run via Langchain.

As a user, I want to use a backend API to fetch real-time video performance metrics and monetization earnings so that I can track my channel's growth. Build FastAPI endpoints: GET /api/analytics/performance (views, likes, comments per video), GET /api/analytics/earnings (monetization data in INR, IST timezone). Pull data from YouTube Analytics API.

As a user, I want to use a backend API to retrieve a consolidated summary of all channel activities, recent ideas, upcoming schedules, and analytics so that my dashboard displays an up-to-date overview. Build FastAPI endpoint: GET /api/dashboard/summary (aggregates data from content, automation, analytics modules).

As a user, I want to interact with an AI assistant hovering in the bottom-right corner of the dashboard so that I can get tips, insights, and trigger quick actions like 'Generate a new video idea'. Build backend: POST /api/assistant/chat (LLM-powered chat using GPT 5.4 via LiteLLM). Build frontend chat widget integrated into the dashboard layout following the design spec.