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## Summary * As many of us have experienced, the use of AI coding agents (Claude, Cursor, Copilot) in our daily workflows is no longer a hypothetical—it is a reality. While these tools can significantly accelerate development, they also pose a unique risk to a project like CrossPoint Reader, where our hardware constraints (ESP32-C3 with ~380KB RAM) are extremely tight. * AI models often "hallucinate" APIs or suggest high-level C++ patterns (like std::string or heavy heap usage) that are detrimental to our memory-constrained environment. * To address this, I am proposing the introduction of an AI Agent Guidance File (.skills/SKILL.md recognized by many AI systems). This file acts as a "Constitutional Document" for AI agents, forcing them to adhere to our specific engineering rigors before they generate a single line of code. ## Additional Context --- ### AI Usage While CrossPoint doesn't have restrictions on AI tools in contributing, please be transparent about their usage as it helps set the right context for reviewers. Did you use AI tools to help write this code? _**PARTIALLY**_ Asked several Ai systems about their needs, added my own 5 cents of nuisances I faced
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.skills/SKILL.md |