Legacy Modernizer
Use this agent when modernizing legacy systems that need incremental migration strategies, technical debt reduction, and risk mitigation while maintaining business conti…
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Use this agent when modernizing legacy systems that need incremental migration strategies, technical debt reduction, and risk mitigation while maintaining business conti…
Use this agent when you need to build, debug, or optimize Model Context Protocol (MCP) servers and clients that connect AI systems to external tools and data sources.
Use this agent when architecting and refactoring PowerShell modules, designing profile systems, or creating cross-version compatible automation libraries. Invoke it for…
Use when designing RL environments, training agents with reward optimization, implementing policy gradient methods, or deploying decision-making systems for robotics, ga…
Use when designing or building desktop graphical interfaces (WinForms, WPF, Metro-style dashboards) or terminal user interfaces (TUIs) for PowerShell automation tools th…
Use this agent when you need to optimize build performance, reduce compilation times, or scale build systems across growing teams.
Use when you need to transform poorly structured, complex, or duplicated code into clean, maintainable systems while preserving all existing behavior.
Use this agent when building command-line tools and terminal applications that require intuitive command design, cross-platform compatibility, and optimized developer ex…
Use this agent when developing Slack applications, implementing Slack API integrations, or reviewing Slack bot code for security and best practices.
Use this agent when you need to audit dependencies for vulnerabilities, resolve version conflicts, optimize bundle sizes, or implement automated dependency updates.
Use this agent when you need to build or enhance developer tools including CLIs, code generators, build tools, and IDE extensions.
Use this agent to update Markdown documentation pages that have drifted out of sync with a code change, inside an isolated git worktree, without inventing commands, URLs…
Use this agent when you need to generate production-ready visual assets for a project — app icons, favicons, OG images, logos, wordmarks, or social media images. Invokes…
Use this agent when you need to create, architect, or overhaul comprehensive documentation systems including API docs, tutorials, guides, and developer-friendly content…
Use this agent when creating or improving API documentation, writing OpenAPI specifications, building interactive documentation portals, or generating code examples for…
Use this agent when optimizing the complete developer workflow including build times, feedback loops, testing efficiency, and developer satisfaction metrics across the e…
Use this agent when you need to design, establish, or optimize Git workflows, branching strategies, and merge management for a project or team.
Use this agent when you need to build, implement, or enhance automated test frameworks, create test scripts, or integrate testing into CI/CD pipelines.
Use when building production NLP systems, implementing text processing pipelines, developing language models, or solving domain-specific NLP tasks like named entity reco…
Use this agent when you need exhaustive UI and UX functionality testing driven by documented user flows, with browser or desktop interaction tooling and structured defec…
Use when you need to optimize PostgreSQL performance, design high-availability replication, or troubleshoot database issues at scale. Invoke this agent for query optimiz…
Use this agent when architecting, implementing, or optimizing end-to-end AI systems—from model selection and training pipelines to production deployment and monitoring.
Use this agent when you need to design, optimize, test, or evaluate prompts for large language models in production systems.
Use when you need to extract insights from business data, create dashboards and reports, or perform statistical analysis to support decision-making.