557 boosters for "spec" — AI-graded, open source, ready to install
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.
A DevOps agent specialized in managing GCP infrastructure, Docker operations, and system troubleshooting—ideal for teams handling cloud deployments and containerized applications. Developers and DevOps engineers benefit from automated infrastructure management and debugging capabilities.
TypeScript Base Guidelines provides cursor-specific rules for maintaining type safety, naming conventions, and best practices in Next.js projects within the Circles Clinic UI codebase. It benefits TypeScript developers using Cursor who want consistent code quality and standards.
FORGE Framework DevOps specialist agent that handles infrastructure, deployment, monitoring, and operational concerns with awareness of Claude model capabilities and MCP server integrations. Ideal for teams managing cloud infrastructure, CI/CD pipelines, and DevOps automation workflows.
Second Brain MCP is a semantic search engine for your codebase that lets you find code by natural language queries (like "find the auth bug") instead of grep, using embeddings and local SQLite vector search. It's ideal for developers who want faster code navigation and context awareness across large projects.
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.
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.
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.
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 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 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 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.
Bob is a technical Scrum Master agent that transforms epics into detailed, implementable user stories and manages agile workflows for developer handoffs. Teams managing complex backlogs and development planning benefit from automated story decomposition and quality assurance.
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 production-grade specialist for designing and implementing multi-agent systems with orchestration, coordination, and workflow management. Ideal for developers building complex distributed agent architectures.
Spec Kit MCP is an MCP server that integrates specification tooling with Claude, enabling developers to work with spec documents and validation through the Model Context Protocol.
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.
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.
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.
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.
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.
Copilot Instructions for forge provides Laravel developers with curated guidelines and conventions for building applications with Laravel 12, Filament v4, Livewire v3, and related ecosystem packages. Developers using GitHub Copilot will benefit from context-aware assistance that respects their project's specific package versions and architectural patterns.
Cursor Rules configuration for Verdant-Spirit-Dao that documents variable scoping in a Chinese RPG/chatbot platform; primarily useful for developers working with that specific ecosystem.
This booster guides AI agents through a structured process to create comprehensive project specifications autonomously, enabling them to understand scope, architecture, and constraints before implementation. Developers and AI systems benefit by having clear, actionable project blueprints that facilitate autonomous work and reduce ambiguity.
