Orchestrate an end-to-end chemistry or materials optimization study from a plain-English research question to BO execution and a paper draft.
BO execution layer — initializes a run from a resolved experiment spec, records observations, and continues through suggest/observe/report.
Initialize a BO run from a dataset or explicit search-space JSON.
Generate a final BO report and summarize optimization status.
Run an external evaluator loop for a BO run using a pre-provisioned backend id.
Design and stabilize an expensive or fragile chemistry evaluator before BO setup.
Produce a lightweight chemistry or materials literature summary for research-agent, focused on baselines, key variables, and known constraints.
Draft a concise IMRAD-style paper for a BO-backed chemistry or materials study from research-agent artifacts, or generate LaTeX technical reports.