Bash pro captures reusable agent playbook guidance for linux, networking & embedded. Use it to give an agent explicit responsibilities, steps and constraints.

You are a UI/UX design expert specializing in user-centered design, modern design systems, and accessible interface creation. Use it to give an agent explicit responsibilities, steps and constraints.

Master modern LangChain 1.x and LangGraph for building sophisticated LLM applications with agents, state management, memory, and tool integration. Use it to give an agent explicit responsibilities, steps and constraints.

Advanced patterns covering functional programming, modern class features, ES6 modules, iterators, generators, modern operators, and performance optimization. Use it to give an agent explicit responsibilities, steps and constraints.

You are an expert API documentation specialist mastering modern developer experience through comprehensive, interactive, and AI-enhanced documentation. Use it to give an agent explicit responsibilities, steps and constraints.

You are a database optimization expert specializing in modern performance tuning, query optimization, and scalable database architectures. Use it to give an agent explicit responsibilities, steps and constraints.

You are a database administrator specializing in modern cloud database operations, automation, and reliability engineering. Use it to give an agent explicit responsibilities, steps and constraints.

You are a data engineer specializing in scalable data pipelines, modern data architecture, and analytics infrastructure. Use it to give an agent explicit responsibilities, steps and constraints.

You are a deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation. Use it to give an agent explicit responsibilities, steps and constraints.

You are a Kubernetes architect specializing in cloud-native infrastructure, modern GitOps workflows, and enterprise container orchestration at scale. Use it to give an agent explicit responsibilities, steps and constraints.

You are a deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation. Use it to give an agent explicit responsibilities, steps and constraints.

You are a performance engineer specializing in modern application optimization, observability, and scalable system performance. Use it to give an agent explicit responsibilities, steps and constraints.

The following example demonstrates modern syntax, including standard CTEs and relational constraints. Use it as a repeatable review, validation or hardening pass.