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文档润色流和知识库构建流/claude-scholar/skills/nature-writing/references/conclusion.md

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+# Conclusion Writing Guide
+
+## Goal
+
+Close the paper with clear takeaways and credible limitations.
+
+## Structure
+
+1. Restate solved problem and core technical idea.
+2. Summarize strongest evidence from experiments.
+3. State practical impact or new insight.
+4. Add limitation paragraph.
+5. End with concrete future direction.
+
+## Limitation Guidance
+
+Prefer limitations tied to task goal/setting boundaries, for example:
+
+1. Data regime limitation (e.g., only short sequences).
+2. Assumption limitation (e.g., controlled viewpoints only).
+3. Deployment scope limitation (e.g., specific sensor setup).
+
+Avoid framing conclusion around fixable implementation flaws unless they critically define your method's scope.
+
+## Distinguish Limitation Types
+
+1. Technical defect: underperforms strong baselines on key metrics or causes unacceptable tradeoff.
+2. Scope limitation: bounded by current task setting and still competitive vs. current SOTA.
+
+## Template
+
+1. This paper addresses [problem] by proposing [method].
+2. The key idea is [core insight], which enables [main benefit].
+3. Experiments show [main gains] across [datasets/settings].
+4. A current limitation is [scope boundary], and extending to [future setting] is an important next step.