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novelty

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多源 novelty 验证：WebSearch + Semantic Scholar + wiki + Review LLM cross-verify，输出 novelty 评分与建议。可选 --write，把分数写回 idea 页面。

i18n/zh/skills/novelty/SKILL.md

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Oct 30, 2026
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# /novelty

> 对一个研究想法或方法进行多源 novelty 验证。搜索 WebSearch、Semantic Scholar、
> wiki 内已有工作和 arXiv 最新预印本，然后由 Review LLM 交叉验证，输出 novelty 评分（1-5）、
> 最相似已有工作、差异化要点和下一步建议。
> 可独立使用，也被 /ideate Phase 4 调用。

## Inputs

- `target`：以下之一：
  - idea 的自由文本描述（一段话或几句话）
  - wiki 中 ideas/ 页面的 slug（如 `sparse-lora-for-edge-devices`）
  - 论文标题或 arXiv URL（检查该论文方法的 novelty）
- `--quick`：快速模式，跳过 Review LLM cross-verify（Step 3），仅做搜索
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