Cross-source research with a hard time window of thirty days, which is the part that matters: most 'what is happening with X' questions are really 'what…

Splits academic writing into five stages rather than one prompt, which mirrors why the process works for humans: review is cheaper when it is a separate…

Aimed at Chinese-language scientific writing and figures, where the failure mode of generic skills is translation-shaped prose that reads like a machine rendered an English paper.…

Breaks research into stages with explicit review points, so the agent cannot sprint from question to confident answer. The checkpoints are the product: most bad research…