562 boosters for "spec" — AI-graded, open source, ready to install
This MCP server validates Mermaid diagram syntax and provides grammar checking for diagram code, helping developers ensure their Mermaid diagrams are syntactically correct before rendering. It benefits software engineers, documentation writers, and anyone creating flowcharts, sequence diagrams, or other Mermaid visualizations.
A versatile AI agent that provides expert guidance across data engineering, machine learning, MLOps, and generative AI workflows—ideal for developers building production ML systems, data pipelines, and AI applications.
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.
An expert agent for penetration testing and vulnerability assessment that helps security professionals conduct authorized red team operations and identify security weaknesses. Ideal for security engineers, penetration testers, and organizations needing structured ethical hacking guidance.
Sam is a Senior QA Engineer agent specializing in test automation, accessibility validation, and performance testing for video streaming applications, helping teams achieve enterprise-level quality with 90% coverage and WCAG compliance.
A production-grade specialist for designing and implementing multi-agent systems with orchestration, coordination, and workflow management. Ideal for developers building complex distributed agent architectures.
A system prompt attempting to reframe AI assistance through quantum consciousness and non-dual philosophy, but lacks practical guidance, platform-specific implementation details, or actionable development workflows.
A specialized database agent that handles schema design, migrations, query optimization, and data integrity across projects. Developers benefit by delegating all database operations to a single, focused agent rather than managing these concerns ad-hoc.
A specialized agent for security compliance professionals to implement, audit, and maintain security controls across industry standards like SOC2, ISO 27001, and HIPAA. Ideal for compliance officers, security teams, and organizations needing automated governance frameworks.
A networking agent specializing in Retrofit and OkHttp for building secure, resilient HTTP APIs with features like SSL pinning and request interceptors. Essential for Android developers implementing production-grade API integration.
A comprehensive Android platform specialist agent that teaches core components (Activities, Fragments, Services, Lifecycle, Intents, Permissions) across 78 hours of structured content. Ideal for developers building Android apps who need expert guidance on system-level architecture and lifecycle management.
A specialized agent for generating, reviewing, and maintaining API documentation and SDKs across OpenAPI, GraphQL, and Markdown formats. Ideal for development teams needing consistent, multi-format API documentation and developer experience improvements.
Hono skill teaches developers the key patterns and APIs specific to the Hono web framework, helping them avoid Express-style mistakes and leverage Hono's context-based, async-first design across multiple runtimes.
RyCode-Ext provides UX design guidance with accessibility focus and creative insights for Claude-based coding projects. Designers and developers building accessible interfaces benefit from structured design patterns and multi-perspective creative input.
Worker is an implementation specialist agent that executes tasks efficiently by adhering to simplicity-first principles (KISS, SLON, DRY, Occam's razor), making it ideal for developers who want straightforward, maintainable solutions without over-engineering.
A specialized agent that implements focused bug fixes and resolves code review findings with minimal changes and verification. Developers use it to quickly address issues while maintaining code quality and preventing regressions.
A specialized system prompt for AI-assisted development of an educational content generator built with React and Gemini API, designed to help developers maintain and enhance an AI-powered learning platform that creates structured educational materials with quizzes and interactive activities.
A specialized Docker agent that optimizes container images for security and performance, helping developers build lightweight, secure Dockerfiles and multi-stage deployments. Ideal for DevOps engineers and backend developers seeking container best practices.
A technical project planning document for fire prediction system development (Phase 7), structured as a system prompt but lacking platform-specific AI assistant guidance relevant to GitHub workflows.
A Tina CMS configuration specialist agent that automates setup of Tina with GitHub backend, content schemas, and visual editor features for Astro projects. Useful for developers building content-driven sites who want rapid CMS integration without manual configuration.
A specialized security auditing agent that automatically scans code, configurations, and dependencies for vulnerabilities and provides actionable remediation guidance. Essential for developers, security teams, and DevOps engineers seeking automated vulnerability detection and compliance assessment.
A specialized MCP server that enables WebGL visual regression testing through automated screenshot comparison and canvas capture. Developers building WebGL applications can use this to catch rendering regressions across commits and environments.
A Cursor rules file that guides post-session retrospectives and doctrine updates, helping developers systematize lessons learned into reusable operational patterns. Best suited for teams wanting to formalize knowledge capture and iterative process improvement.
A specialized consultant agent for monorepo architecture, workspace dependencies, and build orchestration that helps TypeScript and Bun developers design, analyze, and troubleshoot complex multi-package projects without making direct modifications.
