Plans tasks before execution: decides when to plan vs act directly, sizes plan depth to risk, and structures steps, estimates, and rollbacks. Use when work has multiple steps, dependencies, or irreversible actions (deploys, migrations, deletions, sending anything external), when success criteria are
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