422 boosters for "system" — open source, verified from GitHub, ready to install
Analyzes Claude Code conversation history to identify friction patterns and suggest systematic improvements to skills and workflows. Useful for developers who want to review multi-session interactions and iteratively refine their AI assistant usage.
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.
A Supabase logging utility for the Shapira Family Life OS that enables real-time tracking of learning sessions, swim performance, health metrics, and ADHD task management through GitHub Actions workflows. Useful for families seeking integrated life monitoring and productivity tracking.
Guidelines for contributing to the Astro framework monorepo, covering build systems, testing, coding conventions, and workflows. Essential for developers working on the Astro project itself.
impvol enables importing modules directly from memfs virtual filesystems in Node.js using customization hooks, ideal for developers building tools that need in-memory filesystem abstraction with dynamic module loading.
The ops agent automates infrastructure management, deployment, and cloud operations for DevOps teams. Developers and DevOps engineers use it to streamline CI/CD pipelines, monitor systems, and maintain production reliability.
PrismBench enables developers to create specialized LLM agents through YAML configuration for systematic evaluation of model capabilities using Monte Carlo Tree Search. Useful for ML engineers, researchers, and teams building production LLM systems who need comprehensive benchmarking and evaluation frameworks.
PrismBench enables developers to create specialized LLM agents through YAML configuration for comprehensive benchmarking and evaluation of language model capabilities. Teams building AI evaluation systems and ML testing pipelines benefit from its systematic Monte Carlo Tree Search approach and containerized deployment.
A QA-focused agent that creates comprehensive test suites, identifies edge cases, and ensures code quality through systematic testing methodologies. Developers and QA engineers benefit from automated test strategy development and validation across different testing levels.
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 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.
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.
Heuristic scoring (no AI key configured).
Auralis Commander is a lightweight MCP server that extends Claude Desktop with Windows system access—enabling shell execution, file operations, process management, and system queries. It's ideal for developers and power users who want Claude to interact directly with their Windows environment.
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.
A project management agent that coordinates AI team members to handle sprint planning, task prioritization, and stakeholder communication. Useful for teams looking to automate PM workflows with AI agents.
"name": "creative-excellence", "description": "Creative coding excellence for Claude Code and claude.ai - animations, 3D, design systems, motion principles", "author": { "name": "AThevon" }
webledgers maps URIs to balances in distributed ledger systems using JSON-LD, enabling cross-platform value tracking and web-based ledger management. Developers working with blockchain, DIDs, or multi-platform accounting systems would benefit from this tool.
A Windsurf prompt enforcing strict rules against creating task-tracking files, redirecting developers to use GitHub Issues instead for state management. Useful for teams wanting to maintain clean repositories and centralized issue tracking.
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.
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.
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.
