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Generate a final BO report and summarize optimization status.
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Based on SOC occupation classification
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.
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.
| name | bo-report-run |
| description | Generate a final BO report and summarize optimization status. |
Use this skill to summarize run progress.
uv run python -m bo_workflow.cli status --run-id <RUN_ID>
Returns: run status, best value, number of observations. No side effects.
uv run python -m bo_workflow.cli report --run-id <RUN_ID>
Returns: best value, best candidate, oracle info, and generates:
bo_runs/<run_id>/report.jsonUse status for quick progress checks during a loop. Use report for final summaries. If the user wants figures, generate them ad hoc from the run artifacts.