600 boosters for "spec" — AI-graded, open source, ready to install
A technical decision-making agent that researches latest specifications and documentation to inform design and configuration choices during development. Developers benefit from automated best-practice guidance based on current standards rather than static knowledge.
A specialized documentation agent for the Statifier SCXML library that leverages the Diataxis framework to create and manage tutorials, guides, references, and explanations. Ideal for developers maintaining technical documentation or building documentation systems for state machine libraries.
A Copilot prompt booster that provides curated Laravel development guidelines and conventions for building APIs with modern Laravel stack (v12, Filament v3, Livewire v3, etc.). Developers using GitHub Copilot benefit from AI assistance that follows project-specific standards, testing practices, and architectural patterns.
Welly is a specialized toolkit for geoscientists to load, process, and analyze subsurface well log data from LAS files, enabling multi-well projects, curve processing, and cross-well analysis. It's essential for petroleum engineers, petrophysicists, and geoscientists working with well data.
Windsurf Rules is a project-specific ruleset for AI-powered development automation in Windsurf IDE, providing task tracking and documentation standards to maintain consistency across repositories. Developers and teams using Windsurf will benefit from standardized workflows and persistent memory structures.
Opendidac Cursor Rules is a specialized prompt that transforms Cursor into a senior fullstack developer assistant optimized for building an educational platform with diverse question types, code execution environments, and real-time evaluation tracking. It benefits educators and developers building sophisticated assessment and training systems.
ObsPy booster enables seismic data processing, waveform analysis, and earthquake research by providing access to read multiple seismic formats, fetch FDSN data, and perform signal processing tasks. Geoscientists, seismologists, and geophysics researchers benefit from streamlined earthquake data workflows.
A persona-based booster that enables AI assistants to assume specialized roles from a persona library, allowing developers to leverage pre-configured expertise for different coding tasks and workflows.
claudekit-engineering intelligently routes code issues to specialized fix commands based on issue type (type errors, UI/UX, CI/CD, tests), helping developers quickly resolve problems using the right tool. Developers working in Claude Code benefit from automated triage and targeted fixes.
bug-v3 activates an API development agent specialized in designing and implementing robust REST and GraphQL APIs with authentication and best practices for backend systems. Backend developers and teams building scalable APIs will benefit from this automation.
A Cursor-specific agent rule that automatically creates code snapshots after each diff, helping developers track and review code changes in real-time. Developers using Cursor for version control and change tracking would benefit from automated snapshot management.
Activates a TDD specialist agent to help developers build comprehensive test suites using test-driven development principles. Ideal for teams adopting TDD practices and seeking structured testing guidance.
A comprehensive developer tools hub that guides developers through debugging, code review, refactoring, git operations, and quality checks using Socratic questioning and specialized agents. Ideal for developers seeking structured, educational support across the entire development workflow.
This MCP server dynamically exposes Swagger/OpenAPI endpoints as callable tools for Claude and other LLMs, enabling AI agents to seamlessly integrate with REST APIs without manual tool definition. Developers building LLM applications that need to interact with documented APIs benefit most from this adapter.
A multi-agent CrewAI system for Facebook advertising campaign management that enforces comprehensive code standards, testing requirements, and documentation practices. Teams managing ad campaigns at scale benefit from structured agent-based optimization and consistent code organization.
Copilot instructions for developers working with the Gestionale open-source .NET project, providing code style guidelines, C# 13 best practices, and project-specific rules to ensure consistent, high-quality contributions.
Cursor Rules for a Next.js demo project that simplifies development by enforcing demo-specific conventions (frontend API key management, single-file implementation, no environment variables). Useful for developers building quick prototypes or learning projects with shadcn UI.
A comprehensive Copilot prompt that configures an AI assistant with Laravel SAAS stack expertise, including specific package versions and development conventions to guide code generation and architectural decisions. Ideal for Laravel developers building SaaS applications who want consistent, framework-aligned AI assistance.
A CIO expert agent for IT strategy, data management, and digital transformation at a specific company (Yuanjing Tech). Useful for IT leadership roles but heavily tied to one organization's context.
A template-based framework for generating domain-specific AI agents on Copilot, emphasizing quality control, workflow automation, and zero hallucination through structured skill execution and multi-step verification loops.
A specialized coding agent for VS Code extension development that enforces test-first planning before implementation. Developers building VS Code extensions benefit from its structured workflow and integrated tooling.
Guides developers in creating well-structured, efficient Claude skills with proper naming conventions, progressive disclosure, and model-specific testing. Ideal for skill authors and teams building Claude integrations.
This booster simplifies Confluent Cloud workflows by setting a default environment for Claude Code, eliminating the need to specify it for every command. Developers working with Confluent Cloud infrastructure will find it essential for streamlined environment management.
Anni is an Ontario Residential Tenancies Act specialist agent that provides expert legal analysis on RTA procedures, eviction law, and tenant/landlord rights. It benefits property managers, landlords, tenants, and legal professionals navigating Ontario's residential tenancy framework.
