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文档润色流和知识库构建流/claude-scholar-upstream/skills/publication-chart-skill/examples/02-ablation-figure.md

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+# Example 2 — Ablation figure
+
+## User-style prompt
+
+Turn these ablation results into a paper-ready figure that makes the contribution of each module easy to read.
+
+## Expected skill interpretation
+
+- artifact: figure
+- maturity: publication-ready generation
+- structure: single panel or compact paired panel
+- goal: isolate incremental effect clearly
+
+## Preferred route
+
+- primary tool: `pubfig`
+- likely family: `dumbbell` or `paired` for low-cardinality paired ablations, otherwise a compact grouped comparison chart or companion table
+- do not default to a crowded decorative chart
+
+## Minimum acceptable output shape
+
+- recommend the ablation-focused visual form and why
+- provide runnable `pubfig` code
+- export to a paper-ready format
+- include a QA note on baseline clarity and ordering