kris-yun

A closed-loop research workflow: Literature Survey → Multi-Agent Adversarial Gap Discovery → Innovation Design → Experiment Validation → Paper Writing. Integrates multi-agent adversarial debate and Semantic Scholar API literature validation. Works for any research domain requiring "find innovation + run experiments + publish papers". Triggers: research cycle, research workflow, literature survey, research brainstorming, scientific brainstorming, research gap, find research gap, adversarial debate, innovation design, experiment design, run experiments, paper writing, do research, research process, help me find innovations, scientific gap finder, multi-agent debate, gap analysis, literature review, academic research. User provides: research direction, available datasets, baseline methods, target journal/conference.