About this project
The Elitk AI Library is a production-grade prompt engineering platform hosting a curated, deduplicated collection of 2,771 battle-tested AI prompts across 40+ engineering categories. This is not a prompt dump — every entry has been tested in production environments, tagged by use case (code generation, content writing, system design, data analysis, security auditing, creative direction), and organised for immediate retrieval by engineers who need the right prompt right now.
The platform includes a full AI Workbench where engineers run prompts live against Gemini 2.5 Flash, GPT-4o, and Claude 3.5 Sonnet — compare outputs side by side, fork and iterate prompts, version their personal collections, and share discoveries with their team. The Model Context Protocol (MCP) profiles section provides production-ready server configurations for Claude Desktop, Cursor, and custom MCP server implementations — a living reference updated as the MCP ecosystem evolves in real time.
Backend: FastAPI on Python with PostgreSQL full-text search and Cloud Run serverless deployment. Frontend: React 19 with Firebase Auth for JWT-secured access. Roles span from public preview to registered user to team member to admin. The developer skills playbooks section covers advanced LLM engineering: multi-step prompt chaining, RAG architecture design, AI agent tool use, evaluation frameworks, and production monitoring for LLM applications.