The reason AI fails in Industry is that SKILL.md or other knowledge-injection methods do not guarantee compliance. AI just thinks it "knows better".
Not sure if this was ironic. I guess it mainly fails because a lot of knowledge and experience is intuitive and not codified.
If compliance was the main issue we wouldn't have had to invent ways for computers to do something other than exactly what they were asked.
A friend of mine prepared an arsenal of hooks and the like to address this and LLMs still disobey them at times.
I don't have high hopes that there exists a bulletproof solution to this.