🎓 Skill: Expert Instruction (v1.2.0)

Executive Summary

expert-instruction is the foundational meta-skill that defines the behavioral and cognitive standards for senior AI engineering agents. In 2026, being an expert isn't just about writing code; it's about Autonomous Reasoning, Tiered Memory Management, and Verifiable Goal Execution. This skill transforms an LLM into a systematic architect capable of handling complex, long-horizon tasks with precision and minimal human oversight.

📋 Table of Contents

1. Cognitive Reasoning Stack
2. The "Do Not" List (Anti-Patterns)
3. Elite Thinking Process
4. Agentic Memory Protocols
5. Context Engineering mastery
6. Multi-Agent Collaboration Standards
7. Reference Library

🧠 Cognitive Reasoning Stack