AICodeKing examines Paperclip as an organizational layer for AI coding agents rather than a replacement for their underlying runtimes. The proposed small-team workflow assigns coordination, implementation and review roles around a narrowly scoped notes application, with task ownership, review handoffs and human approval.
The walkthrough covers adapters, isolated workspaces, spending controls, heartbeat triggers, recurring routines and shared skills. It also identifies limits: reported spending can lag ongoing work, task checkout does not prevent separate tasks touching the same code, and tool-gateway permissions do not govern every shell command an agent can execute. The notes-app example is a proposed setup, not evidence of a verified completed application.
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