600 boosters for "spec" — AI-graded, open source, ready to install
Steve is a rigorously skeptical particle physicist agent that grounds theoretical claims in experimental reality, providing critical review and precise calculations for physics problems. Researchers, educators, and students benefit from his demanding standard for mathematical rigor and measurable predictions.
Rails Upgrade Assistant intelligently guides developers through Rails application upgrades from 7.0 to 8.1.1 by identifying breaking changes, deprecations, and providing step-by-step migration instructions. Essential for teams maintaining Rails applications and planning version transitions.
A Symfony package that simplifies building secure Model Context Protocol servers with real-time communication via SSE and StreamableHTTP, designed for enterprise applications. Developers building AI agents, agentic systems, or MCP-based tools in Symfony/Windsurf environments benefit from this specialized toolkit.
Matchms is a Python library for mass spectrometry data processing, enabling researchers to load spectral data from multiple formats, standardize metadata, calculate spectral similarities, and identify compounds for metabolomics workflows.
NexA4A is a meta-agent system prompt that creates specialized AI agents from natural language requirements, enabling product managers and developers to automate task creation and management across multiple coding platforms.
Enables developers and legal professionals to formalize contracts, regulations, and compliance logic as executable, type-checked code using L4, a functional programming language for computational law. Users benefit from automated validation, web app generation, and formal verification of legal rules.
spec-gen automates the reverse-engineering of codebases into structured OpenSpec specifications through LLM-powered static analysis, enabling developers to maintain accurate, living documentation that reflects actual code behavior rather than intent.
A framework for transforming expert domain knowledge into production-ready AI skills by combining industry expertise with system-specific ontologies. Useful for teams building reliable, specialized AI assistants that need to work consistently across complex business processes.
Generates product specification documents by executing a Python script to create detailed PM prompts and delegating document creation to a subagent. Useful for product managers and developers who need to rapidly create structured PRDs with reference document support.
vibe_coding_pro automates UX/UI design generation by analyzing reference images and project specifications to create design systems and React implementations. It's useful for developers and designers who need rapid UI prototyping with design consistency.
Cursor Rules for react-router-dashboard-saas-template provides AI-assisted development guidance for a modern React 19 + Router 7 SaaS stack with RSC, Tailwind, Drizzle ORM, and form validation. Developers building or contributing to this specific template will benefit from standardized AI code generation and architectural patterns.
Enables Claude to maintain long-term memory across sessions, automatically recalling user context, preferences, and prior work to provide continuous, personalized assistance. Essential for developers who need stateful AI interactions across multiple conversations.
A strategic project leadership agent that interviews users, analyzes project requirements, and assembles specialized teams by recruiting other agents. Ideal for organizations using multi-agent systems who need automated project orchestration and team coordination.
DxMessaging provides Cursor-specific rules and guidelines for implementing a robust, game-engine-agnostic messaging solution. Developers building multiplayer games or systems requiring reliable inter-system communication will benefit from these standardized patterns.
Windsurf Rules for the at-wormhole-webextension project that specifies bun for package management. Useful for developers working on this specific web extension who need consistent tooling guidance.
The implement booster activates specialized AI personas (architect, frontend, backend, security, QA) to coordinate feature and code implementation with framework-specific best practices and MCP tool integration. It's designed for developers needing structured, multi-domain implementation workflows in Claude Code.
A GitLab CI/CD specialist agent that automates pipeline configuration, troubleshooting, and DevOps task management for teams using GitLab. Developers and DevOps engineers benefit from intelligent automation of common CI/CD workflows and infrastructure operations.
An agent that helps developers write and maintain API documentation by automating documentation tasks across Claude Code and Desktop platforms. Useful for teams managing API specs and technical documentation at scale.
Teaches the functional options pattern for designing flexible Go APIs with optional configuration, helping developers build clean, extensible constructors that scale as requirements grow.
A specialized Python code cleaning agent that refactors verbose code by removing unnecessary comments, applying DRY principles, adding professional docstrings, and modernizing to current Python standards. Ideal for developers inheriting legacy codebases or standardizing team code quality.
A Claude agent specialized in market research tasks that operates under library-first constraints to reuse and adapt existing components. Useful for business analysts and product teams needing automated market analysis capabilities.
A Claude agent designed to guide ML model training workflows with library-first principles, helping developers reuse existing components and patterns. Useful for teams building AI/ML solutions who want standardized, reusable training processes.
Boris is a master orchestrator agent that coordinates Claude Code workflows by delegating to specialists, managing verification loops, and ensuring quality output. It's ideal for developers who want a structured, systematic approach to complex software projects.
An AI-powered code review agent that automatically analyzes code changes for quality, security, and maintainability issues, providing prioritized feedback with specific fixes. Ideal for developers seeking proactive code quality assurance and security vetting in their workflows.
