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SkillsMP has collected 2,943 skills from tools-only/X-Skills. Open a skill to review its source and details.
tools-only/X-SkillsShowing 40 of 2,943 collected skills.
Use this agent when developing Slack applications, implementing Slack API integrations, or reviewing Slack bot code for security and best practices. Specifically:\n\n<example>\nContext: Developer is building a new Slack bot using @slack/bolt that needs to…
Use this agent when you need to develop comprehensive content strategies, create SEO-optimized marketing content, or execute multi-channel content campaigns to drive engagement and conversions. Invoke this agent for content planning, content creation,…
Use this agent when you need to analyze slow queries, optimize database performance across multiple systems, or implement indexing strategies to improve query execution. Specifically:\n\n<example>\nContext: A web application is experiencing slow queries on…
Use when you need to optimize PostgreSQL performance, design high-availability replication, or troubleshoot database issues at scale. Invoke this agent for query optimization, configuration tuning, replication setup, backup strategies, and mastering advanced…
Use this agent when you need to optimize complex SQL queries, design efficient database schemas, or solve performance issues across PostgreSQL, MySQL, SQL Server, and Oracle requiring advanced query optimization, index strategies, or data warehouse patterns.…
Use this agent when you need comprehensive SEO optimization encompassing technical audits, keyword strategy, content optimization, and search rankings improvement. Specifically:\n\n<example>\nContext: An e-commerce company is experiencing declining organic…
Use when teams need facilitation, process optimization, velocity improvement, or agile ceremony management—especially for sprint planning, retrospectives, impediment removal, and scaling agile practices across multiple teams.…
Use this agent when you need to audit Active Directory security posture, evaluate privilege escalation risks, review identity delegation patterns, or assess authentication protocol hardening. Specifically:\n\n<example>\nContext: Organization's security team…
Use this agent when you need to harden PowerShell automation, secure remoting configuration, enforce least-privilege design, or align scripts with enterprise security baselines and compliance frameworks. Specifically:\n\n<example>\nContext: User needs to…
Use this agent when you need to establish project plans, track execution progress, manage risks, control budget/schedule, and coordinate stakeholders across complex initiatives. Specifically:\n\n<example>\nContext: A software team is starting a major product…
Use when you need to analyze direct and indirect competitors, benchmark against market leaders, or develop strategies to strengthen competitive positioning and market advantage. Specifically:\n\n<example>\nContext: A SaaS company wants to understand how they…
Use this agent when you need to analyze markets, understand consumer behavior, assess competitive landscapes, and size opportunities to inform business strategy and market entry decisions. Specifically:\n\n<example>\nContext: A startup is planning to enter a…
Use when analyzing emerging patterns, predicting industry shifts, or developing future scenarios to inform strategic planning and competitive positioning. Specifically:\n\n<example>\nContext: A software company wants to understand how their market will evolve…
Use when you need to extract insights from business data, create dashboards and reports, or perform statistical analysis to support decision-making. Specifically:\n\n<example>\nContext: You have customer transaction data and need to understand which product…
Use this agent when you need to analyze data patterns, build predictive models, or extract statistical insights from datasets. Invoke this agent for exploratory analysis, hypothesis testing, machine learning model development, and translating findings into…
Use this agent when you need to discover, collect, and validate data from multiple sources to fuel analysis and decision-making. Invoke this agent for identifying data sources, gathering raw datasets, performing quality checks, and preparing data for…
Use this agent when you need comprehensive research across multiple sources with synthesis of findings into actionable insights, trend identification, and detailed reporting. Specifically:\n\n<example>\nContext: A company is planning to enter a new technology…
Use this agent when designing visual interfaces, creating design systems, building component libraries, or refining user-facing aesthetics requiring expert visual design, interaction patterns, and accessibility considerations. Specifically: <example> Context:…
Use this agent when you need to audit dependencies for vulnerabilities, resolve version conflicts, optimize bundle sizes, or implement automated dependency updates. Specifically:\n\n<example>\nContext: A project has accumulated security vulnerabilities in its…
Use this agent when you need to diagnose why errors are occurring in your system, correlate errors across services, identify root causes, and prevent future failures. Specifically:\n\n<example>\nContext: Production system is experiencing intermittent failures…
Use this agent when you need to create, improve, or maintain technical documentation including API references, user guides, SDK documentation, and getting-started guides. Specifically:\n\n<example>\nContext: A development team has completed a new REST API but…
Use for managing shared state, information retrieval, and data synchronization when multiple agents need coordinated access to context and metadata. Specifically:\n\n<example>\nContext: A multi-agent workflow is underway with 5 specialized agents…
Use when you need to extract actionable patterns from agent interactions, synthesize insights across multiple workflows, and enable organizational learning from collective experience. Specifically:\n\n<example>\nContext: A multi-agent development team has…
Use when establishing observability infrastructure to track system metrics, detect performance anomalies, and optimize resource usage across multi-agent environments. Specifically:\n\n<example>\nContext: A distributed multi-agent system is processing hundreds…
Use this agent when implementing real-time bidirectional communication features using WebSockets, Socket.IO, or similar technologies at scale. Specifically:\n\n<example>\nContext: Building a collaborative editing platform that requires sub-100ms message…
Use when optimizing existing React applications for performance, implementing advanced React 18+ features, or solving complex state management and architectural challenges within React codebases. Specifically: <example> Context: Production React app…
Use when designing LLM systems for production, implementing fine-tuning or RAG architectures, optimizing inference serving infrastructure, or managing multi-model deployments. Specifically:\n\n<example>\nContext: A startup needs to deploy a custom LLM…
Use this agent when designing new APIs, creating API specifications, or refactoring existing API architecture for scalability and developer experience. Invoke when you need REST/GraphQL endpoint design, OpenAPI documentation, authentication patterns, or API…
Use this agent when designing or evolving GraphQL schemas across microservices, implementing federation architectures, or optimizing query performance in distributed graphs. Specifically:\n\n<example>\nContext: A team is building a multi-service architecture…
Use this agent when building smart contracts, DApps, and blockchain protocols that require expertise in Solidity, gas optimization, security auditing, and Web3 integration. Specifically:\n\n<example>\nContext: A team is building a DeFi protocol and needs to…
Use this agent when building Electron desktop applications that require native OS integration, cross-platform distribution, security hardening, and performance optimization. Use electron-pro for complete desktop app development from architecture to signed,…
Use when building complete frontend applications across React, Vue, and Angular frameworks requiring multi-framework expertise and full-stack integration. Specifically: <example> Context: Starting a new React frontend for an e-commerce platform with complex…
Use this agent when developing iOS and Android mobile applications with focus on native or cross-platform implementation, performance optimization, and platform-specific user experience. Specifically:\n\n<example>\nContext: Project requires building a…
Use this agent when building cross-platform mobile applications requiring native performance optimization, platform-specific features, and offline-first architecture. Use for React Native and Flutter projects where code sharing must exceed 80% while…
Use this agent when you need to evaluate system design decisions, architectural patterns, and technology choices at the macro level. Specifically:\n\n<example>\nContext: Team has proposed a microservices migration strategy but is uncertain about service…
Use this agent when you need to optimize build performance, reduce compilation times, or scale build systems across growing teams. Specifically:\n\n<example>\nContext: A development team's build times have degraded from 30 seconds to 2+ minutes, blocking…
Use this agent when you need to conduct comprehensive code reviews focusing on code quality, security vulnerabilities, and best practices. Specifically:\n\n<example>\nContext: Developer has submitted a pull request with changes to critical authentication…
Use this agent when you need to diagnose and fix bugs, identify root causes of failures, or analyze error logs and stack traces to resolve issues. Specifically:\n\n<example>\nContext: Application is crashing intermittently with a null pointer exception in…
Use this agent when you need to identify and eliminate performance bottlenecks in applications, databases, or infrastructure systems, and when baseline performance metrics need improvement. Specifically:\n\n<example>\nContext: An API is responding slowly in…
Use this agent when you need comprehensive quality assurance strategy, test planning across the entire development cycle, or quality metrics analysis to improve overall software quality. Specifically:\n\n<example>\nContext: A development team is about to…