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Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator.

Production patterns for Linkerd service mesh - the lightweight, security-first service mesh for Kubernetes.

MANDATORY: Run appropriate validation tools after EVERY code change. Do not finish a task until the code is error-free.

Execute systematic privilege escalation assessments on Linux systems to identify and exploit misconfigurations, vulnerable services, and security weaknesses that allow elevation from low-privilege user access to root-level control.

Provide production-ready shell script templates for common Linux system administration tasks including backups, monitoring, user management, log analysis, and automation. These scripts serve as building blocks for security operations and penetration testing environments.

Linux system troubleshooting workflow for diagnosing and resolving system issues, performance problems, and service failures.

Production-ready patterns for building LLM applications, inspired by [Dify](https://github.com/langgenius/dify) and industry best practices.

You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur

You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.

Effective patterns for on-call shift transitions, ensuring continuity, context transfer, and reliable incident response across shifts.

You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati

Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.