Context is the work
Conventions, rules and documents tell the agent how I work.
A rule written in a prompt is a probability, the same rule in a hook is a guarantee.
The coding agent sits inside the method. It is not an assistant you ask for snippets, but an executor you give context, constraints and acceptance criteria.