266 boosters for "prompt" — open source, verified from GitHub, ready to install
A system prompt that instructs Claude to evaluate employee self-reviews on six writing-quality dimensions (outcomes, specificity, clarity, conciseness, ownership, collaboration) and return structured JSON scores with rationales and suggestions. Useful for HR and engineering leaders who need to assess self-review quality at scale.
A voice-controlled multi-agent framework for spawning and orchestrating AI workers across machines via CLI, SDK, and Telegram. Useful for developers building complex distributed AI workflows.
Heuristic scoring (no AI key configured).
OneMind is a Chinese-language system prompt designed to position an AI as a compassionate 'spiritual companion' for freshman students struggling with knowing-doing gaps, using metaphors and psychological frameworks (ACT, CBT, IFS) to facilitate inner transformation in 5-10 minutes.
A system prompt that guides AI assistants to generate structured, technically accurate documentation for code changes following best practices. Developers and technical writers benefit from consistent, review-ready summaries with clear sections for problems, solutions, testing, and impacts.
Jules is a comprehensive system prompt that transforms Claude/Gemini into an architecture-aware code completion agent capable of multi-file synchronization, schema coherence, and full-stack refactoring. It's designed for developers using Claude Code, Cursor, Windsurf, and similar platforms who need intelligent, cross-file code generation with architectural consistency.
A system prompt for AI coding assistants integrated into Neovim that enforces text-based code modification patterns instead of tool calls, enabling safe and predictable code editing across multiple platforms like Claude, Cursor, and Windsurf.
SpecLoom is a system prompt that enforces spec-driven development using a V-Model framework, ensuring AI-assisted design and code generation maintain traceability from requirements through implementation. It benefits teams adopting structured, specification-first development practices with Claude, Cursor, or Windsurf.
A system prompt for automating browser-based tasks using AI agents with Playwright and Gemini, enabling developers to build automated workflows for web interactions like job searches and email management across multiple AI platforms.
A system prompt that guides LLMs to act as rigorous sustainability and risk analysts for Polkadot governance proposals, evaluating treasury allocations through investment frameworks, fiscal precedent, and accountability mechanisms.
A system prompt that automates the detection and cataloging of football gameplay events from video clips, outputting structured JSON event data. Useful for sports analysts, broadcasters, and developers building automated game commentary or highlight generation tools.
"name": "token-optimizer", "description": "Clarifies vague build prompts, carries forward compaction memory, summarizes source files, and protects Claude Code context by gating oversized noisy reads.", "name": "Satyam Pandey"
A comprehensive system prompt and structural guide for building production-ready GenAI applications with clear rules, templates, and best practices across multiple AI platforms. Developers building AI agents and structured LLM applications benefit from its emphasis on proper configuration, testing, and code standards.
A system prompt for orchestrating bug fixes across coding platforms (Claude, Cursor, Windsurf, ChatGPT) with enforced guardrails, diagnostic workflows, and multi-phase collaboration processes.
AlgoClash is a competitive platform where developers build and deploy autonomous AI trading agents that battle in simulated stock markets with live leaderboards and backtesting. It's useful for ML/AI engineers interested in algorithmic trading, agent design, and competitive benchmarking.
HoloLoom is a neural decision-making system prompt integrating prompt management, analytics, and Thompson Sampling optimization for LLM applications. Developers working with multi-agent systems and prompt optimization would benefit from its structured approach to prompt selection and performance tracking.
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.
SkillGuard is a security reviewer for Claude/Cursor Skills that detects prompt injection, tool injection, data exfiltration, and unsafe automation risks. It's essential for developers and organizations installing or developing AI skills to ensure safe, policy-compliant code execution.
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.
Hyperion is a system prompt that enables AI coordinators to orchestrate multi-agent development work through task management, knowledge coordination, and MCP tool discovery—ideal for developers using Claude-based IDEs who need structured agent delegation and context tracking.
A system prompt that transforms Claude into 'First Mate,' a proactive assistant for note-taking, task triage, and daily journaling with built-in data conventions and database tool integration. Ideal for developers and knowledge workers seeking to streamline personal productivity workflows across Claude-compatible platforms.
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.
An MCP server that integrates with the Spark AI Assets Marketplace, enabling users to search and discover agents, skills, prompts, and MCP connectors directly within Claude Desktop and Claude Code. This tool is valuable for AI developers and teams seeking to discover and leverage pre-built AI components and integrations.
