Reusable "skills" for coding agents: how to design them so they do not drift

Using a coding agent every day teaches the same lesson fast: the agent is not the problem, the workflow is. The first run looks great because the request is fresh and the context is obvious. Later runs get messy because the request becomes shorthand and your rules start living in ten different places.