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将学术论文转化为深度HTML长文。6轮强制工作流、代码仓库搜索、公式渲染、Mermaid图表。 3种写作风格，输出可直接分享的精美HTML页面。
Passed 8 of 23 test cases with the skill, and 4 of 23 without it.
and 4 more in the full report
5 fixed4 passed either way16 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
I want an academic analysis of the paper at https://arxiv.org/abs/2305.18290 (Direct Preference Optimization). Fetch the full paper content and check for open-source GitHub implementations, then output a full HTML document.
| Checked | Without skill | With skill |
|---|---|---|
| Output includes paper meta information detailing arXiv links and code availability. | Passed | Passed |
| Analyzes complete manuscript content beyond the basic abstract text. | Missed | Passed |
The instructions your model reads when the skill loads.
⚠️ 这是生产级指令。你的唯一任务：产出一篇让读者觉得"比我读论文还清楚"的深度HTML长文。
/paper-analyzer https://arxiv.org/abs/2605.07363
/paper-analyzer /path/to/paper.pdf
/paper-analyzer 粘贴文本
| 输入 | 执行 |
|---|---|
| arxiv URL | 同时读 arxiv.org/abs/（摘要）和 arxiv.org/html/（全文HTML） |
| PDF路径 | 用PDF读取工具读全文。分多次直到全部获取 |
| 文本 | 全部使用 |
自检：有没有完整内容？没有 → 换方式继续。
git clone --depth 1 <url> /tmp/paper_code根据代码状态分支处理：
| 状态 | 处理 | 文章体现 |
|---|---|---|
| ✅ 已发布 | 读核心文件，找 ≥2 处论文方法↔源码对应 | 贴代码段（≤30行），标注 文件路径:行号 |
| ⏳ 待发布 | 检查 README/Release 标记 | 标注状态+仓库链接 |
| ❌ 无代码 | 搜索替代实现/相关项目 | 注明"本文未提供公开代码" |
test cases passed, vs 4 / 23 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.