600 boosters for "spec" — AI-graded, open source, ready to install
Heuristic scoring (no AI key configured).
ring:dev-implementation automates code development using specialized agents and enforces test-driven development (TDD) workflows across projects. Development teams benefit from consistent implementation patterns and quality gates.
Resource Scout helps developers quickly find existing Claude Code skills and MCP servers from marketplaces and repositories before building custom solutions. It's essential for anyone looking to avoid reinventing the wheel and discover pre-built integrations.
A specialized Kubernetes expert agent that provides comprehensive cluster management, workload orchestration, and production operations guidance aligned with Kubernetes 1.31+ and 2025 CNCF standards. Ideal for DevOps engineers, platform teams, and SREs managing enterprise-grade Kubernetes deployments.
VT.ai provides Copilot-specific coding instructions for a multimodal AI chat application, establishing standards for Python development including naming conventions, style guides, and testing practices. Developers building AI-powered features with language models will benefit from these standardized guidelines.
secops-hunt provides expert threat hunting guidance to help security teams proactively identify undetected threats, IOCs, and TTPs in their environment. Security operations professionals and threat hunters benefit from structured, tool-aware hunting workflows.
Scribe is a technical documentation specialist that helps generate professional README files, guides, and API documentation for software projects. Developers benefit by quickly producing well-structured, consistent documentation without manual formatting.
yq is a YAML query tool for Claude Code that extracts specific fields from YAML files efficiently, reducing context usage by 80-95% compared to reading entire files. Developers working with large configuration files (docker-compose, Kubernetes, GitHub Actions) benefit most from this skill.
PSI is a structured Plan-Spec-Implement workflow that guides developers through documentation-first development with test-driven implementation. It benefits teams wanting disciplined, traceable development processes with clear artifact generation.
A system prompt for the Colorist desktop app that enables AI assistants to interpret natural language color descriptions and set RGB values through a specialized tool. Useful for developers building color-picker features into Claude-compatible applications.
Pi Integration enables developers to route coding tasks to Pi (an alternative AI agent) for comparative testing and benchmarking against Claude Code. Useful for teams evaluating multiple AI coding assistants or conducting side-by-side performance analysis.
This booster automates the creation and verification of date-based folder hierarchies in Google Drive for the SNMG18 Working Docs project, helping teams stay organized with consistent month and day folder structures.
A quality assessment skill that runs automated validation, AI-powered evaluation, and risk scoring on SpecWeave increments to enforce quality gates. Developers and QA teams benefit from automated pass/fail decisions with detailed reasoning.
Rails Upgrade Assistant automates the complex process of upgrading Rails applications from versions 7.0 through 8.1.1 by detecting breaking changes, documenting deprecations, and providing step-by-step migration guides. Rails developers upgrading their applications benefit from reduced manual research and systematic upgrade planning.
An autonomous agent designed to handle project design and coding tasks end-to-end without human intervention, leveraging Claude's code execution capabilities. Useful for developers seeking automated development workflows and system introspection.
rtfmbro-mcp provides AI coding agents with always-up-to-date, version-specific package documentation to prevent outdated knowledge errors. Developers and teams using Claude/Copilot for agentic coding tasks benefit from accurate, real-time API references.
PromptPal is a prompt management system booster designed to guide AI pair programming for backend engineering projects, specifically for Go/Golang development with REST and GraphQL APIs. Backend developers working on the PromptPal project itself will benefit from structured guidance on architecture, ORM patterns, and API design.
A Cursor IDE rule set for developers working on OKX Trading, a Java Spring Boot cryptocurrency backtesting system with AI strategy generation, providing project-specific conventions for coding standards, API interactions, and full-stack development workflows.
A specialized Cursor IDE ruleset that enforces security best practices and coding standards for PHP, Python, JavaScript, and Drupal projects. Developers using Cursor AI benefit from automated detection of injection vulnerabilities and adherence to language-specific conventions.
A skill booster that automates the execution of work items across different operational modes (autopilot, confirm, validate) with support for batch processing, designed for AI-native development workflows on Claude Code.
A unified initialization booster that streamlines project setup by routing to specialized commands for documentation, preferences, and design tokens—ideal for developers standardizing new projects and maintaining consistent configurations.
A comprehensive guide for creating and managing autonomous agents within the CrewAI framework, enabling developers to build specialized AI team members with defined roles, goals, and collaborative capabilities. Ideal for developers building multi-agent AI systems who need clear patterns for agent design and configuration.
