autoreskill-papernexus-research-controller

Automating problem decomposition and candidate graph generation requires a research controller to break down complex problems and map candidate relationships. This Skill handles that process end-to-end within portable AutoResearch workflows.

Evidence expansion and batch selection in automated research involve selecting optimal candidate batches and expanding evidence for deeper analysis. This Skill automates both operations sequentially within the PaperNexus research controller.

Yes, running the research controller operation requires the PaperNexus agent_materials with operation=research_controller. This Skill automates the controller operations but depends on that environment to execute.

Creating solution sketches and running a design review involves generating preliminary solutions and evaluating them against your research criteria. This Skill automates both steps, followed by exporting the final research results in a portable format.

Yes, exporting research results in a portable format is supported after completing design review. This Skill automates the export step as the final stage of the PaperNexus research controller workflow.

The automation is limited to PaperNexus research controller operations and requires the agent_materials environment with operation=research_controller. It cannot function independently outside that specific portable AutoResearch workflow context.