114 boosters for "generation" — AI-graded, open source, ready to install
A production-grade system prompt for building a security-hardened RAG (Retrieval-Augmented Generation) document Q&A platform with JWT auth, multi-tenant isolation, and Gemini integration. Ideal for teams building enterprise-ready AI assistants that prioritize security and observability.
A set of Cursor IDE rules for the webgallery-kim project that defines custom shorthand commands and guidelines for code generation, modification, and Git workflows. Useful for team members working on this specific project who want standardized development practices.
smrt is an AI agent expert for building intelligent agents using the @have/smrt framework with capabilities in ORM, database schema generation, and cross-package integration. Developers building complex AI agents with persistent entity management will benefit from its specialized framework knowledge.
BadRooBot My_test_mcp is an MCP server that provides weather data and image generation capabilities, enabling developers to integrate real-time weather information and AI-powered image creation into Claude-based applications for planning and reporting workflows.
BadRooBot Test_m is a multi-purpose MCP server that enables web scraping, text/image generation, and greeting functionality for Claude desktop and code environments. It's useful for developers who need quick content extraction and generation capabilities integrated into their AI workflows.
A lightweight MCP server that generates personalized greetings with optional pirate-themed flair. Best suited for developers building chatbots or applications needing fun, customizable salutation generation.
This booster provides Copilot instructions for a Node.js RAG (Retrieval-Augmented Generation) customer support system, helping developers integrate intelligent document-based chat functionality with best practices for async/await, logging, and error handling.
An MCP server that enables semantic code search and API reference lookup for the Immersive Web SDK (WebXR) using RAG with vector embeddings, allowing Claude to intelligently retrieve and reference XR development resources.
A lightweight production-ready RAG system prompt that integrates contextual chunking and vector retrieval via Chroma, designed for developers building AI-enhanced code editors and IDEs. Developers working with Claude, ChatGPT, or Cursor who need retrieval-augmented generation without heavy infrastructure will benefit from this ready-to-deploy foundation.
A Japanese-language system prompt that transforms input text into semantically and structurally opposite expressions while preserving rhythm, rhyme, and cultural context. Ideal for writers, content creators, and developers building creative AI applications that need nuanced antonym generation.
mcporter is a CLI tool that enables direct interaction with MCP (Model Context Protocol) servers, allowing developers to list, configure, authenticate, and call MCP tools via HTTP or stdio. It's valuable for developers building or integrating with MCP-based systems who need programmatic access to server capabilities.
Jina is a specialized AI agent for game design and planning that handles concept development, balance optimization, UX architecture, and specification generation. Game developers and designers use it to make data-driven design decisions without handling implementation.
nb is an intelligent knowledge base agent that generates and maintains on-demand articles, blogs, and how-to guides with persistent identifiers and interactive navigation. It's useful for users who need dynamic, structured content generation tailored to their reading level and topic interests.
A specialized implementation agent that writes clean, tested code by following project plans and conventions, automatically handling file creation and modification across codebases. Ideal for developers who want AI-assisted code generation that respects their existing patterns and standards.
Copilot Instructions for trvly establishes coding standards and guidelines for GitHub Copilot usage, covering style, documentation, testing, and security practices. Developers working on the trvly project benefit from having consistent, AI-assisted code generation aligned with team standards.
A specialized test generator and QA assistant for Phoenix/LiveView applications using Noizu entity-reference architecture, providing equivalency partitioning test case generation across happy path, negative, security, performance, and integration categories.
A Product Manager agent that coordinates spec-driven development workflows by managing requirements, specifications, task generation, and cross-artifact consistency across the Spec-Kit framework. Teams using structured specification processes and Claude Code will benefit from automated coordination between requirements and implementation tasks.
A Windsurf-specific prompt booster that establishes workflow rules and best practices for code generation, emphasizing context-driven development through system documentation and the Rule of Seven methodology. Developers using Windsurf will benefit from structured guidance on maintaining architectural alignment and managing knowledge across their codebase.
