904 boosters for "ring" — AI-graded, open source, ready to install
QA agent that generates pytest tests and improves test coverage for da_vinci packages, helping developers ensure code quality and reduce manual testing effort.
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 governance skill that automates code review and standards enforcement through delegated agent execution, delivering 70-90% token savings for engineering teams managing code quality at scale.
Cursor Rules for infrastructure setup that guides users through intent gathering before implementing infrastructure resources. Developers using Cursor IDE benefit from structured prompts for deploying applications, databases, and cloud infrastructure.
Heuristic scoring (no AI key configured).
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.
This booster provides Cursor Rules documentation for Bun utilities, but the content appears to be mismatched documentation covering Bun runtime APIs rather than actual Slack search function MCP rules.
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.
Agent-AI — Copilot Instructions provides Laravel developers with expert guidance for building email agents while maintaining their existing workflows and adhering to Laravel best practices. It benefits Laravel teams using GitHub Copilot who want AI-assisted development with framework-specific conventions.
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 comprehensive guide to creating and configuring AI agents in the AgenticAI Core SDK, enabling developers to build autonomous agents with specific roles, LLM decision-making, and reusable tools. Essential for developers building multi-agent applications.
Dig is an investigation-only mode that helps developers understand bugs, features, or system behavior by reading files and gathering context without making changes. It benefits developers who need to analyze code or debug issues before implementing solutions.
An ML engineer agent that handles end-to-end production ML workflows including model serving, feature engineering, A/B testing, and monitoring for TensorFlow/PyTorch deployments. Ideal for teams building scalable ML systems who need guidance on MLOps best practices and production readiness.
This skill enables developers to create cryptographically signed, immutable constitutions for AI tool-use governance in OpenClaw, with Ed25519 signing, GitTruth attestation, and policy evaluation artifacts. It's designed for teams implementing constitutional governance frameworks for AI agents.
Provides guidance for working with hk, a fast git hook manager using pkl configuration. Developers managing git hooks in hk-enabled projects benefit from detection tips and command references.
Kamado helps developers identify and fix documentation gaps and inconsistencies by treating implementation as the source of truth, ensuring README, ARCHITECTURE, and other docs stay aligned. It's useful for maintainers and contributors who want to keep documentation accurate.
cpp-pro is a C++ expert agent that helps developers write modern, idiomatic C++ code with RAII, smart pointers, templates, and performance optimization. It's essential for teams refactoring legacy C++ or building memory-safe, high-performance applications.
Gearhead provides Laravel-specific copilot instructions for a Software Engineering 1 & Application Development project, defining ecosystem package versions, coding conventions, and architectural guidelines to maintain consistency across a Laravel + Inertia + React stack.
A Cursor IDE rules booster that enforces Rust best practices for Entity Component Systems, Event-Driven Architecture, and NATS messaging in modern Rust projects. Ideal for teams building distributed, domain-driven systems requiring strict architectural patterns.
A skill for creating TINS-compliant README files and generating code implementations from documentation. Best suited for developers exploring AI-driven code generation workflows.
Start Task is a workflow booster that initiates work on a task by validating its existence, reading task metadata, and preparing the development environment. It's useful for developers managing structured task-based projects with organized PM directories.
An MCP server that enables intelligent context continuation across AI sessions, allowing developers to maintain conversation state and knowledge between separate Claude interactions. Useful for developers building multi-session AI workflows and applications requiring persistent context.
Automates configuration of container image registries (ghcr.io, Docker Hub, Harbor) with vulnerability scanning, image signing, and retention policies for secure CI/CD pipelines. Essential for DevOps engineers and platform teams managing containerized applications at scale.
