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Design polished text-first and terminal interfaces with stable layout and readable interaction states.
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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 | Terminal UI Design |
| description | Design polished text-first and terminal interfaces with stable layout and readable interaction states. |
| when-to-use | Use when changing CLI/TUI layout, prompts, colors, activity display, streaming output, menus, forms, logs, or command interaction. |
| user-invocable | false |
| context | inline |
Design for repeated real work:
