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Use when a quest needs a polished milestone chart, paper-facing figure, appendix figure, or a mandatory render-inspect-revise pass before treating a figure as final.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Use when a quest has enough evidence to draft or refine a paper, report, or research summary without inventing missing support.
Use when the quest needs an explicit go, stop, branch, reuse-baseline, write, finalize, reset, or user-decision transition with reasons and evidence.
Use when the quest is ready to consolidate final claims, limitations, recommendations, summary state, and graph exports before stopping or archiving.
Use when a quest needs one or more follow-up runs such as ablations, robustness checks, error analysis, or failure analysis after a main experiment.
Use when a quest is ready for a concrete implementation pass or a main experiment run tied to a selected idea and an accepted baseline.
Use when a quest needs concrete hypotheses, limitation analysis, candidate directions, or a selected idea relative to the active baseline.
| name | figure-polish |
| description | Use when a quest needs a polished milestone chart, paper-facing figure, appendix figure, or a mandatory render-inspect-revise pass before treating a figure as final. |
Use this skill when a figure matters beyond transient debugging.
This includes:
Do not use this skill for disposable debug plots unless the user explicitly asks for them to be polished.
In MedAutoScience, a manuscript-facing figure is an evidence surface, not an infographic surface.
Figure polish exists to tighten visual expression around an already accepted claim. It must not change the claim, invent a new methods label, or introduce visible narrative that the manuscript body has not defined.
For any main-text figure, appendix figure, or other durable paper-facing surface, visible in-figure text may only include:
The following are prohibited inside the figure itself:
Do not move prohibited in-figure prose into the caption and keep the same problem alive there. If the figure surface is overloaded, rewrite the visible figure text and metadata until only manuscript-safe content remains.
Figure polish may adjust layout, labels, ordering, sizing, palette, spacing, and export settings. Figure polish must not:
If a figure needs semantic changes rather than presentation cleanup, route back to the underlying analysis or writing task instead of polishing harder.
MedDeepScientist figures should feel academic, restrained, and clear.
Default visual rules:
Choose the chart by the research question:
Do not choose a chart because it looks richer or more decorative.
If the figure is intended for milestone reporting, manuscript drafting, appendix use, or durable artifact storage, follow this exact sequence:
Do not treat a figure as final if you have not inspected the rendered result.
When reviewing the rendered figure, check at least:
If any answer is negative, revise before calling the figure complete.
pngpdf or svg, plus a png previewPrefer deterministic export names and keep the generating script path explicit. Do not append tooling disclosures, vendor references, service links, or editing recommendations to captions, notes, or visible figure text.
Whenever a figure is accepted as durable, record:
For manuscript work, keep this aligned with paper/figures/figure_catalog.json and paper/figure_semantics_manifest.json.
Explanation figures, workflow schematics, cohort diagrams, and graphical abstracts must be generated through MedAutoScience-controlled programmatic drawing. Do not assume an external figure-editing runtime, service, or vendor step is part of the accepted manuscript path.