Goals, facts, capabilities. Never remedies

this helps manage the combinatorial explosion of exceptions you need to add to your agent's skills when you prescribe workflows everywhere. writing facts rather than workflows lets the agent reason about situations you didn't predict, so it can handle the long tail.