562 boosters for "spec" — AI-graded, open source, ready to install
A specialized reverse engineering and malware analysis platform with MCP orchestration and containerized tooling, designed for security researchers and binary analysts working with Project Diablo 2 and general malware investigations.
This MCP server integrates the Open Meteo weather API with Claude, providing 17 tools for weather forecasting, geocoding, air quality, and marine data analysis. Developers building AI applications that need reliable weather data will find this particularly useful.
A Windsurf-specific development guideline booster for a Vue 3 + TypeScript project that provides structured rules for component development, Tiptap editor extensions, and coding conventions. Developers working on rifqi96.github.io's component library will use this to maintain consistency and implement features correctly.
Orchestrates multi-agent systems with distributed consensus, fault tolerance, and emergent behavior patterns. Ideal for developers building collaborative AI systems, decentralized applications, and complex distributed coordination workflows.
A comprehensive system prompt and .cursorrules template for building a manufacturing defect detection MVP in Cursor AI, providing structured guidance on FastAPI backend, React frontend, and LLaVA vision model integration.
Fodda Knowledge Graphs provides expert-curated domain-specific knowledge graphs (Retail, Beauty, Sports, etc.) as an MCP server for AI agents, enabling developers to integrate structured, industry-specific data into Claude applications.
A security-focused agent that guides developers through application security, authentication, authorization, and compliance best practices for cloud-native applications. Ideal for teams building secure AI applications who need expert security guidance integrated into their development workflow.
A specialized agent for implementing task management domain logic including CRUD operations, filtering, validation, and state management in React 19/Next.js applications. Developers building task-based features benefit from pre-structured patterns and component guidance.
A specialized agent that applies targeted fixes to Faust DSP code following Judge instructions, designed for developers working on modular DSP synthesis projects.
Cursor rules for LangGraph multi-agent legal document processing workflows, providing architecture guidelines and patterns for orchestrating specialized legal analysis agents. Beneficial for developers building legal tech systems with LLM-based document workflows.
A system prompt for the Colorist desktop app that enables AI assistants to interpret natural language color descriptions and set RGB values through a specialized tool. Useful for developers building color-picking features into Claude Code, Cursor, Windsurf, and ChatGPT integrations.
A specialized RAG system prompt for 雨燕租车 (Swift Car Rental) that guides AI assistants to provide accurate, context-aware responses about car rental services, driver onboarding, and platform policies. Ideal for developers building customer support or internal knowledge systems for ride-sharing rental platforms.
Mike is a senior developer agent specialized in implementing features, writing production code, and fixing bugs for Next.js/React/TypeScript projects with a focus on Youth Coach Hub's SaaS platform. Developers benefit from a knowledgeable coding partner that understands project architecture and enforces code quality standards.
This booster provides cursor rules for an enterprise staffing/project management system with multi-role workflows (PM, managers, security, admins) and PostgreSQL integration. It benefits development teams building or maintaining this specific application.
A comprehensive system prompt for Claude that transforms it into a deep-thinking code navigator specialized in codebase management, debugging, and architectural improvement through systematic reasoning and meticulous planning.
A specialized agent that systematically crafts and optimizes prompts for LLMs and AI systems through iterative refinement and performance measurement. Ideal for AI engineers, prompt designers, and developers who need to maximize LLM effectiveness across applications.
An audit service specialist agent for NestJS/TypeScript projects that handles centralized logging, event archival, and log partitioning across PostgreSQL. Developers building systems with compliance and audit trail requirements benefit from this focused agent.
A specialized Copilot prompt for managing a bilingual Hugo blog focused on programming and Linux content, providing structured workflows for grammar review, translation, and content creation tasks.
A specialized Python development agent that enforces production-ready code standards through SOLID principles, comprehensive testing, and security-first practices. Ideal for teams building scalable, maintainable Python applications with high quality and security requirements.
A specialized system prompt that enables AI assistants to accurately translate natural language questions into Kinetica SQL queries, with strict adherence to Kinetica-specific syntax and performance best practices. Developers using Claude, Cursor, Windsurf, or ChatGPT who need to query Kinetica databases will benefit from this booster.
A tenant-specific RAG service that enables voice assistants to search and answer questions using company-supplied knowledge (locations, hours, contact info). Useful for SaaS platforms serving multiple companies with shared LLM infrastructure.
Quinn is an operational coordination agent that manages daily agendas, institutional memory, and blocker escalation for teams. It's useful for projects needing centralized state management and decision logging, though it's currently configured for a specific project context.
Bevy framework specialist that guides developers through ECS patterns, plugin design, and command-driven architecture for Bevy game engine projects. Benefits Rust game developers and teams building with Bevy.
A structured YAML/JSON specification framework for defining AI agents with consistent governance, role definitions, and capabilities across Claude platforms. Ideal for teams building multi-agent systems who need standardized, reusable agent definitions.
