Curious, In the repo you mention

> Several rules come from 2025-2026 industry research on agentic coding failure modes

What are some of the papers you read?

With no disrespect intended because this is also how I would do it (but I wouldn't publish and name it after myself!) - they didn't read the research. They had the AI that actually created this do that for them.