562 boosters for "spec" — AI-graded, open source, ready to install
A specialized forensics analyst agent for investigating security incidents, analyzing malware, and collecting evidence from compromised systems. Ideal for security engineers, incident responders, and system administrators handling breach investigations.
MESSENGERMIKE is a notification agent for the CIRCE framework that sends alerts via iMessage to a specific phone number. It's designed for developers building multi-agent systems who need autonomous notification capabilities.
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.
A system prompt that attempts to create an autonomous AI video codec development framework with self-modifying capabilities. However, it lacks clarity on actual implementation, platform-specific integration, and practical deployment mechanisms.
Mcp Tool Factory generates MCP servers from natural language, OpenAPI specs, databases, GraphQL, and ontologies, supporting 10+ LLM providers. Developers building AI agents and tool ecosystems benefit from automated server generation without manual boilerplate.
Dicee is a specialized Windsurf rules prompt that enforces development standards, architectural constraints, and MCP tool workflows for building a Cloudflare-hosted dice probability engine in SvelteKit. It's essential for teams maintaining consistency across the Dicee project's codebase.
A specialized Copilot prompt that configures an AI agent as an expert assistant for building and deploying ASP.NET Core web APIs and Blazor WebAssembly apps to Google Cloud, with integrated validation and iterative problem-solving capabilities.
Infrastructure Specialist Droid that proactively manages CI/CD pipelines, build tooling, and deployment configurations with autonomous access to Linear, Exa Search, and code execution tools. Essential for DevOps engineers and backend teams automating infrastructure workflows.
A Cursor-specific ruleset that enforces Python development standards using uv for package management and Pydantic v2, designed to ensure consistent tooling practices across AI-assisted coding workflows.
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.
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.
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.
Elite Ruby development specialist that proactively optimizes code, suggests refactoring, and enforces Rails patterns and metaprogramming best practices. Ideal for Ruby/Rails developers seeking production-grade code quality and performance improvements.
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.
A specialized Claude agent that translates code plans into clean, minimal implementations by following existing patterns and DRY principles. Developers benefit from faster feature implementation with consistent code style and no unnecessary overhead.
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.
Enables Claude to persistently store and retrieve project context across coding sessions using atuin's key-value store, automatically detecting the current project and branch. Developers working on long-running projects benefit from automatic context recall without manual documentation.
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.
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.
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 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.
