Research Agent

Bounded operator agent for bounty triage, execution planning, browser-assisted research, and truthful readiness reporting

tuk agent v6

tuk agent v7

GreenAgent is a lightweight, reproducible agent that reports latency, energy, and carbon metrics during execution. Phase 1 focuses on correctness and benchmarking reproducibility.

he agent performs a slide-by-slide comparison between Source Research and the Generated Slides. It looks for: Hallucinations: Does the slide claim something that isn't in the research? Retention: Did the slide forget the most important data points or key takeaways? Alignment: Do the visual elements (the "explicit description"), the speaker notes, and the research all tell the same story? Risk: Is there a risk that the slide is oversimplifying or misrepresenting complex data?