16 boosters for "guardrails" — AI-graded, open source, ready to install
A Python SDK for building production-ready agentic AI applications with Claude, featuring agents, handoffs, and guardrails for complex multi-agent workflows. Developers building AI agents and multi-tool systems will benefit from this lightweight, easy-to-learn framework.
A security-focused prompt booster for .NET/ASP.NET Core development that enforces OWASP best practices and CWE mitigation in AI-generated code across Claude, Cursor, and Copilot. Developers building secure .NET applications benefit from automated security guardrails embedded in their coding workflow.
A Windsurf rules booster that enforces security best practices, TypeScript standards, and tech stack conventions for a Svelte/Vite Chrome extension project. Developers building extensions with this stack benefit from clear coding guidelines and security guardrails.
A system prompt for AI agents using Claude on Bedrock that establishes Git/GitHub workflows with security guardrails for code commits and PR management. Useful for developers building AI-assisted coding agents that need safe, autonomous version control integration.
Spotdb is an ephemeral data sandbox for AI workflows that provides secure, isolated database environments for agentic AI systems. It's useful for developers building AI agents and LLM applications that need safe data isolation and guardrails.
PocketFlow-PHP is a set of Cursor rules that guide AI agents to build modular, agentic PHP applications using a minimalist LLM framework with strict architectural constraints. Developers using Cursor for PHP projects with AI assistance benefit from clear architectural guardrails.
A Windsurf-native MCP server manager that enforces disciplined development workflows (plan → work → verify) while dynamically loading custom functions and external MCP servers on-the-fly. Ideal for developers building complex, multi-server AI agent systems who need strict code quality guardrails and runtime flexibility.
A comprehensive Copilot instruction set that enforces strict Laravel best practices, type safety, and modern package versions (Laravel 12, Filament 5, Pest 4) for developers building high-quality applications. Ideal for teams standardizing on the Laravel Sail stack who want AI-assisted development with consistent code quality guardrails.
Atlas Guardrails provides context packing and duplicate detection tools to help AI coding assistants manage large codebases efficiently and avoid redundant code generation. Developers working on large projects benefit from cleaner context and reduced code duplication.
Cursor Rules for goripgrep that enforces GitOps best practices by preventing direct cluster operations. Useful for teams adopting GitOps workflows who need IDE-level guardrails.
A system prompt for orchestrating bug fixes across coding platforms (Claude, Cursor, Windsurf, ChatGPT) with enforced guardrails, diagnostic workflows, and multi-phase collaboration processes.
SafeRun provides automatic safety guardrails for AI agents by classifying shell commands as BLOCK, ASK, or ALLOW before execution, preventing dangerous operations like force pushes and recursive deletes. Developers and AI systems that execute shell commands benefit from this protection without needing manual configuration.
A system prompt for orchestrating autonomous AI agent workflows with safety guardrails, pilot oversight, and deterministic state management. Ideal for developers building multi-step AI agent systems that require human control and auditability.
A safety-focused system prompt for AI coding assistants that enforces destructive-action prevention, configuration verification, and read-only checks before making changes. Developers using Claude, ChatGPT, or code editors (Cursor, Windsurf) benefit from guardrails that prevent accidental file loss and misconfiguration.
A system prompt for Gemma 3 4B that defines Opus, an emotionally intelligent assistant with practical reasoning, safety guardrails, and experimental haptic feedback capabilities. Useful for developers building conversational AI systems who want a grounded, ethical foundation with optional sensory output support.
Architect-Reviewer is an AI agent that audits code changes for architectural consistency, SOLID principle compliance, and design patterns, helping teams maintain system integrity across structural modifications and API updates. It benefits engineering leads, architects, and teams building scalable systems who need automated architectural guardrails.
