Three separate subscriptions and shared memory form the core of a new custom research pipeline. The creator built this system after hitting Claude usage limits within 30 minutes of token-saving research. It assigns specific roles to different models to optimize efficiency. Practitioners can replicate this workflow using existing paid AI subscriptions to bypass strict rate limits.