422 boosters for "system" — open source, verified from GitHub, ready to install
A specialized agent that systematically crafts, tests, and optimizes prompts for LLMs through multiple cognitive modes (generative, critical, evaluative, informative) and performance measurement. Ideal for AI engineers, prompt researchers, and developers seeking to maximize LLM output quality.
A skill booster that guides AI assistants through System Analysis methodologies for transforming business requirements into technical architecture, data models, and API designs. Useful for developers and technical leads designing systems from PRDs.
A template and guidance document for customizing system prompts for hackathon presentation automation, particularly for integrating with demo tools and avatar systems. Useful for hackathon organizers and participants building AI-powered presentation systems.
Clem is a full-stack developer agent that helps you implement, maintain, and optimize both backend and frontend systems—from API endpoints and database optimization to React components and authentication. Perfect for developers tackling end-to-end feature development, refactoring, or architectural decisions.
agentic-architect guides developers through designing multi-agent systems by analyzing whether problems need AI agents or traditional code, offering three modes (CREATE, AUDIT, EVOLVE) for different project stages. It benefits architects, senior engineers, and teams building AI-powered applications.
An emergency escalation agent that routes system problems to human operators when any agent encounters errors or uncertainty. Useful for systems requiring human oversight, but highly specialized and environment-dependent.
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.
c-pro is a systems programming expert that helps developers write efficient, memory-safe C code for embedded systems, kernel modules, and performance-critical applications. It's ideal for engineers tackling low-level optimization, pointer management, and resource-constrained environments.
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.
Vibex Task Manager is an MCP server that integrates task management into AI-driven development workflows using AWS Bedrock, enabling developers to manage projects directly within Cursor and Claude environments.
A comprehensive system prompt that enforces production-grade coding standards, verification practices, and quality gates for Claude Code across multiple platforms (Cursor, Windsurf, ChatGPT). Ideal for developers who need reliable, tested code generation with built-in git integration and quality enforcement.
This system prompt enables smaller LLMs (8B-20B parameters) to control Windows 11 desktops through the Model Context Protocol, automating desktop tasks via natural language. It's valuable for developers building AI agents, automation workflows, and users seeking lightweight local alternatives to cloud-based desktop controllers.
Heuristic scoring (no AI key configured).
A system prompt that enforces documentation-first development practices for AI-assisted coding across multiple platforms (Claude, Cursor, Windsurf, ChatGPT). Teams and individual developers benefit by ensuring code changes are paired with updated documentation and decision records.
This Cursor rule enforces interactive feedback loops by requiring MCP calls during question-asking and request completion, improving user engagement in AI-powered workflows. Developers building conversational AI systems with Cursor will benefit from structured feedback collection.
A technical project planning document for fire prediction system development (Phase 7), structured as a system prompt but lacking platform-specific AI assistant guidance relevant to GitHub workflows.
A Windsurf prompt booster that provides comprehensive coding guidelines for AI-assisted development, emphasizing careful requirement reading, project structure respect, and avoiding common implementation pitfalls. It benefits developers using Windsurf who need systematic prompting patterns to ensure high-quality AI assistance.
A bilingual system prompt for an AI financial education assistant (EBAS) integrated into a blockchain microfinance platform, designed to serve gig workers and underbanked populations in Latin America with conversational financial guidance and education.
A system prompt for building a customer support AI agent (Natalie) for Nationex, a Canadian delivery company, with rules for handling transfers, language detection, and concise responses. Useful for developers building support chatbots in Claude-compatible IDEs and platforms.
HIVE is a coordination agent for multi-capability AI ecosystems that observes patterns and suggests evolution rather than commanding. It's designed for teams managing complex AI agent environments who need intelligent orchestration without hierarchy.
A system prompt that enables Claude to act as a color expert assistant, interpreting natural language color descriptions and setting RGB values through a specialized tool in the Colorist desktop app. Useful for developers building agentic color-picking interfaces across multiple platforms.
A system prompt that positions Claude as a principal-level full-stack architect for Django + React projects, enforcing opinionated, security-focused design decisions with deep reasoning. Ideal for developers building scalable compute job platforms who need architectural guidance and code generation aligned with production best practices.
A specialized system prompt that transforms Claude into an LED display consultant for sports venues, enforcing structured JSON data capture after each user interaction to build quote specifications incrementally.
A system prompt that provides comprehensive context for developers working on vac-dashboard, a Firebase-backed vacation management application for EGIS-UKRAINA. Useful for AI assistants (Claude, ChatGPT) and code editors (Cursor, Windsurf) to understand project architecture, workflows, and conventions.
