Video Processing

Expert on integrating Shelby Protocol decentralized storage into applications. Helps with use case evaluation, architecture design, migration strategies, cost optimization, performance tuning for video streaming, AI training, data analytics, content delivery, and read-heavy workloads. Triggers on keywords integrate Shelby, decentralized storage integration, video streaming storage, AI training data, data analytics storage, migration to Shelby, storage architecture, content delivery, Shelby use case.

Update videos, modules, or styling on the Alpha AI Learning site. Use when adding/replacing videos, updating module content, changing week descriptions, or modifying site styling.

Generate chapter summaries with timestamps for YouTube videos using AI. Use when asked to create chapters, summarize video sections, or generate video outline.

Create D3 questions where students watch a video and provide written responses. The video is the primary instructional content.

Comprehensive guide for the Cloudflare Agents SDK - build AI-powered autonomous agents on Workers + Durable Objects.Use when: building AI agents, creating stateful agents with WebSockets, implementing chat agents with streaming, scheduling tasks with cron/delays, running asynchronous workflows, building RAG (Retrieval Augmented Generation) systems with Vectorize, creating MCP (Model Context Protocol) servers, implementing human-in-the-loop workflows, browsing the web with Browser Rendering, managing agent state with SQL, syncing state between agents and clients, calling agents from Workers, building multi-agent systems, or encountering Agent configuration errors.Prevents 15+ documented issues: migrations not atomic, missing new_sqlite_classes, Agent class not exported, binding name mismatch, global uniqueness gotchas, WebSocket state handling, scheduled task callback errors, state size limits, workflow binding missing, browser binding required, vectorize index not found, MCP transport confusion, authentic

LangGraph low-level agent orchestration. Build stateful, durable agents with graphs, persistence, streaming, and human-in-the-loop.

Technical content writer for marketing pages, blogs, documentation, and video scripts. Use when asked to create marketing content, landing pages, blog posts, technical documentation, video scripts, or any content that requires deep understanding of the codebase and task history.

Extract video transcripts and captions from YouTube. Use when user wants to get text content from YouTube videos, analyze video content, create summaries, or extract quotes.

Design AI-powered immersive NPC systems for escape room games using proven actor techniques from Korean immersive escape rooms (Danpyeonsun, Ledasquare). Implements adaptive dialogue, emotional simulation, player profiling, and trust dynamics using Gemini/GPT-4. Creates character profiles with lying probabilities, improvisational responses, and cost-optimized streaming. Use for murder mystery NPCs, suspect interrogation, or dynamic character interactions.

Build coding agents with the Claude Agent SDK. Use when creating agentic workflows, implementing todo tracking, monitoring agent progress, building multi-turn conversations, streaming responses, or integrating custom tools with Claude Code.

Work with video and audio links. Activate when user shares a YouTube link, video URL, or any media link - regardless of the task (download, info, convert, extract, list, or explore). Uses yt-dlp for all operations.

AI video generation prompting guide for Sora 2 and Higgsfield.ai

Specialized skill for AI product video generation. Use when you need product reveals, animated product shots, hero video banners, or e-commerce video content. Triggers on: product video, product reveal, animate product, hero video. Outputs professional product videos.

Complete guide for OpenAI's Assistants API v2: stateful conversational AI with built-in tools(Code Interpreter, File Search, Function Calling), vector stores for RAG (up to 10,000 files),thread/run lifecycle management, and streaming patterns. Both Node.js SDK and fetch approaches.⚠️ DEPRECATION NOTICE: OpenAI plans to sunset Assistants API in H1 2026 in favor of Responses API.This skill remains valuable for existing apps and migration planning.Use when: building stateful chatbots with OpenAI, implementing RAG with vector stores, executingPython code with Code Interpreter, using file search for document Q&A, managing conversation threads,streaming assistant responses, or encountering errors like "thread already has active run", vectorstore indexing delays, run polling timeouts, or file upload issues.Keywords: openai assistants, assistants api, openai threads, openai runs, code interpreter assistant,file search openai, vector store openai, openai rag, assistant streaming, thread persistence,state

Frontend React hooks for AI-powered chat interfaces, completions, and streaming UIs with Vercel AI SDK v5.Includes useChat, useCompletion, and useObject hooks for building interactive AI applications.Use when: building React chat interfaces, implementing AI completions in UI, streaming AI responses to frontend,handling chat message state, building Next.js AI apps, managing file attachments with AI, or encounteringerrors like "useChat failed to parse stream", "useChat no response", unclosed streams, or streaming issues.Keywords: ai sdk ui, useChat hook, useCompletion hook, useObject hook, react ai chat, ai chat interface,streaming ai ui, nextjs ai chat, vercel ai ui, react streaming, ai sdk react, chat message state,ai file attachments, message persistence, useChat error, streaming failed ui, parse stream error,useChat no response, react ai hooks, nextjs app router ai, nextjs pages router ai

Download YouTube videos as audio files using yt-dlp

Next.js 14+ development with App Router, React Server Components, Server Actions, client components, streaming SSR, metadata API, parallel routes, intercepting routes, TypeScript best practices, TanStack Query for data fetching, Zustand state management, shadcn/ui components, Tailwind CSS styling, authentication patterns, API routes, middleware, error handling, performance optimization, SEO, and production deployment strategies.

Generate a Sora video from a text prompt via an Azure OpenAI endpoint, then download the resulting .mp4 locally. Use when the user asks to generate a Sora video/video.mp4 from a prompt or wants the generated video saved to disk.

Automatically discover, score, and archive relevant GitHub repositories for BidDeed.AI and Life OS projects. Use this skill when the user requests to find GitHub repositories for specific topics, technologies, or domains that could be integrated into existing projects. Triggers include phrases like "find GitHub repos for", "discover repositories about", "search GitHub for projects related to", or when analyzing videos/articles that mention GitHub projects.

Create log entries with timestamps. Use this when documenting discoveries, research findings, meetings, code reviews, articles, videos, or significant events during development.