Building a Multi-Agent Content OS with Claude Code

To avoid the generic, flattened output produced by single-prompt AI, the authors propose building a multi-agent "Content OS" using Claude Code. This system employs specialized subagents—such as summarizers, writers, and reviewers—each governed by distinct personality files to maintain unique voices across different platforms like blogs and threads. By integrating a memory component and structured roles, the framework ensures high-quality, non-repetitive content repurposing.