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Identify benchmark, evaluation, experiment, or comparison requirements and upstream constraints.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Convert source notes into claim-level evidence with confidence and limitations.
Verify source traceability, artifact completeness, and citation correctness before citation_qa gate.
Write an evidence-backed final research report from sources and the evidence matrix.
Review research method quality, source diversity, bias, and conclusion strength.
Convert a broad research request into subquestions, assumptions, and source criteria.
Design and execute a multi-round SearxNG/arXiv search strategy.
| name | Benchmark Research |
| description | Identify benchmark, evaluation, experiment, or comparison requirements and upstream constraints. |
| when-to-use | Use when task touches benchmark integration, model/product evaluation, performance testing, or score interpretation. |
| user-invocable | false |
| context | inline |
Report:
Do not alter benchmark definitions or scoring logic.
