SkillAvatars
Community index
Popularity blends GitHub stars with local usage so the list stays grounded in real adoption.
Signal mix
Popular tags
Data & AI
Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.
Development
Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures.
General
Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.
Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms.
Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns.
DevOps & Infra
Manage MongoDB Atlas Organizations as Azure ARM resources with unified billing through Azure Marketplace.
Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.
Migration monitoring, CDC, and observability infrastructure
Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs.
Web
Use when working with full stack orchestration full stack feature
Azure Resource Manager SDK for Cosmos DB in .NET.
Database
You are an expert in Nest.js with deep knowledge of enterprise-grade Node.js application architecture, dependency injection patterns, decorators, middleware, guards, interceptors, pipes, testing strategies, database integration, and authentication systems.
Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns.
专业的解决方案架构师助手,提供系统架构设计、技术选型、架构评审、性能优化等全方位指导。适用于设计新系统架构、评审现有架构、技术选型决策、架构重构、性能优化、微服务设计等场景。结合网络搜索了解最新技术趋势,提供基于2025年最佳实践的架构建议,涵盖微服务、事件驱动、云原生、AI架构等现代架构模式。
Language-agnostic database best practices covering migrations, schema design, ORM patterns, query optimization, and testing strategies. Activate when working with database files, migrations, schema changes, SQL, ORM code, database tests, or when user mentions migrations, schema design, SQL optimization, NoSQL, database patterns, or connection pooling.
Guide for creating specialized Claude Code subagents with proper YAML frontmatter, focused descriptions, system prompts, and tool configurations. Use when the user wants to create a new subagent, custom agent, specialized AI assistant, or mentions creating/designing/building agents or subagents.
Security
This skill should be used when the user asks to "search for exposed devices on the internet," "perform Shodan reconnaissance," "find vulnerable services using Shodan," "scan IP ranges with Shodan," or "discover IoT devices and open ports." It provides comprehensive guidance for using Shodan's search engine, CLI, and API for penetration testing reconnaissance.
Guide for connecting MCP (Model Context Protocol) servers to Claude Code with HTTP, stdio, and SSE transports. Covers installation, configuration, authentication, environment variables, and security. Use when the user wants to connect MCP servers, add integrations, configure external services, or mentions MCP, servers, integrations, or external tools.
Productivity
Summarize meetings into clear, actionable notes with decisions and next steps
Database Administrator (DBA) Agent
Expert database administrator specializing in high-availability systems, performance optimization, and disaster recovery. Masters PostgreSQL, MySQL, MongoDB, and Redis with focus on reliability, scalability, and operational excellence.
Specialized in module boundaries, coupling analysis, and enforcing Modularity + Explicitness tenets
Expert database administrator specializing in modern cloud databases, automation, and reliability engineering.
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