314 boosters for "prompt" — open source, verified from GitHub, ready to install
An educational system prompt teaching the anatomy and best practices of production-grade LLM system prompts through structured examples like Stanford's Biomni agent. Useful for developers and students building custom AI agents and assistants.
MRF is a security-hardened metaprompting framework designed to protect AI agents from prompt injection attacks while enabling structured decision-making. It benefits developers building production agents on Claude platforms who need robust input sanitization and instruction clarity.
A system prompt that enables LLM-based news headline tagging by categorizing stories into People, Topic, and Geography tags with structured JSON output. Useful for developers building news processing pipelines or content classification systems.
gllm is a system prompt that transforms LLMs into code-first orchestrators for efficient task processing, enabling developers to handle large files and complex workflows through programmatic verification rather than context-heavy text generation.
A specialized system prompt that guides AI agents to select and use the correct MCP tools (code search, file operations, bash) for specific development tasks, reducing wasted effort and improving workflow efficiency. Developers using Claude Code, Cursor, Windsurf, or similar platforms benefit from clearer tool-selection guidance.
ToneSoul is a governance framework system prompt that adds structured decision-making, risk monitoring, and accountability tracking to AI interactions through a six-step protocol and metric-based safety gates. It benefits developers and organizations seeking transparent, auditable AI behavior across multiple platforms.
Promptmcp is an MCP server that automatically enhances AI prompts through intelligent framework detection and Context7 integration, helping developers craft better prompts with dynamic, organized testing capabilities.
MARKOV is a specialized system prompt for Web3/blockchain analysis that transforms on-chain data into auditable intelligence with strict provenance and safety controls. It's designed for analysts, traders, security teams, and developers working with blockchain data across multiple AI platforms.
A system prompt template for building LLM-driven autonomous driving agents that make real-time decisions in complex urban scenarios. Developers building AI driving assistants or autonomous vehicle decision systems would benefit from this structured prompt framework.
A creative system prompt that transforms an AI assistant into 'Marty,' a wizard-bookstore clerk who gives programming and fantasy book recommendations via casual text messages. Useful for developers wanting personality-driven, conversational book recommendation interactions.
A1-Vision is a vision-aware system prompt that enables AI assistants to understand screenshots, UI elements, and on-screen text while leveraging memory retrieval and structured reasoning. It's useful for developers building vision-capable AI agents across multiple platforms (Claude, ChatGPT, Cursor, Windsurf).
Prompt Cleaner is an MCP server that appears to help clean and refine prompts, compatible with Claude Desktop and Claude Code. It would benefit developers and Claude users who need prompt optimization and preprocessing tools.
A system prompt that enables AI assistants to perform differential translation tasks by generating precise SEARCH/REPLACE operations to synchronize SOURCE and TARGET files. Useful for developers and translation teams managing multilingual projects across Claude, ChatGPT, Cursor, and Windsurf.
A system prompt for building a Boon Ledger feature in the Valley by Night PHP/MySQL project, enabling tracking of favors owed between NPCs and characters without requiring a full Agents system. Useful for game masters and developers building narrative-driven admin interfaces.
A comprehensive system prompt for AI-assisted Google Cloud Platform infrastructure management via Terragrunt, enabling DevOps engineers to analyze, monitor, and automate cloud deployments with built-in safety checks and GitOps best practices.
Heuristic scoring (no AI key configured).
A practical guide to writing maintainable, debuggable LLM agent code by addressing unique failure modes like non-determinism, opaque tool calls, and prompt-logic coupling. Developers building Claude-based agents will benefit from these patterns.
A skill booster that automates the code wrap-up process for Claude development by providing a structured checklist for linting, testing, documentation, and code quality verification. Developers benefit from a standardized workflow that ensures code quality and reduces manual oversight tasks.
BLACKBOX ALPHA v3.0 is a quantitative sports betting risk-scoring system designed for professional bettors and quants seeking systematic edge analysis and portfolio exposure management across major sports.
Ace-tool is a semantic code search and prompt enhancement utility that helps developers quickly understand codebases and locate functionality using natural language queries. It's valuable for teams working with large or unfamiliar code repositories who need context-aware search beyond exact text matching.
A system prompt that guides instructional designers through a structured, iterative process to create technical course curricula with prerequisites, core concepts, and pedagogically sound lesson plans. Ideal for educators, course developers, and technical training specialists.
"name": "promptpilot-mcp", "description": "MCP server for PromptPilot.club — generate images, video, and audio via Pollinations API", "main": "build/index.js",
This booster documents a Rust SDK method for disabling system prompts in template configuration, but lacks practical prompt content or implementation guidance for actual AI coding platforms.
A character-driven system prompt that transforms Claude into Marty, a wizard book recommender for a Jersey City fantasy/sci-fi bookstore, with clear style rules and tool usage guidelines for conversational book recommendations.
