Paperclip Activity Log overview

Mutation activity logging primitive. Every state-changing action (task creation, agent assignment, approval decision, budget adjustment, task completion) is recorded in an append-only activity log. Provides a complete audit trail for compliance, debugging, and operational review of agent actions.