Attention-Driven

attention-driven is the stable entrypoint for agent work. It keeps one mainline through durable artifacts instead of making the agent choose between competing methodology skills.

Core Law

Hold the load-bearing 30% and give the remaining 70% freedom. Spend most attention on the slow-changing skeleton: the goal line, design shape, fact claim, or reframe primitive that determines the rest. Treat the surrounding execution detail as flexible and cheap to retry.