GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation

Long-form article generation remains difficult for large language models because it combines long context, long instructions, and long outputs. Existing multi-agent pipelines such as STORM improve information coverage by simulating role-specialized agents, but their capabilities are often entangled ...