菜单
Research trend analysis and insight generation. Triggers on "趋势", "trend", "这个方向火不火", "research insight", "方向分析".
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Citation chain exploration. Triggers on "引用链", "谁引了", "citation", "参考文献", "这篇引了谁".
Morning paper reading workflow. Triggers on "start my day", "今天看什么", "morning digest", "每日推荐".
Deep analysis of a single paper. Triggers on "分析这篇", "deep dive", "这篇论文讲了什么", paper ID or arXiv ID input.
Literature survey and review workflow. Triggers on "survey", "综述", "这个方向有什么", "literature review", "related work".
AI research paper intelligence — router skill that detects user intent and delegates to the appropriate workflow. Triggers on paper, arxiv, digest, research, 论文, arXiv IDs, ML method names, or academic research questions.
Batch paper screening and classification. Triggers on "筛一下", "triage", "哪些值得看", "帮我筛", "batch screen".
| name | research-insight |
| description | Research trend analysis and insight generation. Triggers on "趋势", "trend", "这个方向火不火", "research insight", "方向分析". |
Context carry-over:
paper_quick_scan(topic, limit=20) directlyCall paper_trend_data(topic, years_back=3) for publication counts and trends
Present as structured tables:
趋势总览: | 子方向 | 2023 | 2024 | 2025 | 趋势 | 热门论文: | # | 标题 | 年份 | 引用 | 一句话 | 主要会议分布: | 会议 | 论文数 | 代表工作 | 结论与建议: 方向整体判断（上升/成熟/衰退）、最有潜力的子方向、入场时机建议
Auto-save: call paper_save_report(report_type="insight", content=<insight markdown>, filename="{topic}-{YYYY-MM-DD}.md") to persist the insight report.
[CONTEXT-AWARE FORK] — Based on the trend analysis result, suggest next steps:
If found a rising sub-direction: "趋势洞察已保存至 {path}。\n💡 下一步建议：\n1. 深入 [{rising_subdirection}] — 这个子方向在快速上升\n2. 做一个 [{rising_subdirection}] 的文献综述\n（说编号或告诉我你想做什么）"
If found a dominant/mature direction: "趋势洞察已保存至 {path}。\n💡 下一步建议：\n1. 分析 [{top_paper_title}] — 这个方向的代表工作\n2. 找研究空白 — 看看还有什么没被做过\n（说编号或告诉我你想做什么）"
If the direction is declining: "趋势洞察已保存至 {path}。这个方向发文量在下降。\n💡 下一步建议：\n1. 看看相邻方向 [{related_topic}] 的趋势\n2. 分析为什么在下降 — 是被新方法替代了吗？\n（说编号或告诉我你想做什么）"
Route to literature-survey skill with the selected sub-direction as topic.
The above flow IS the quick mode. Two tool calls + AI formatting. No extra questions.
Only when user explicitly asks for "详细分析" / "deep analysis":
paper_quick_scan(topic, limit=40)paper_trend_data(topic, years_back=5)paper_quick_scan + paper_trend_data.paper_save_report. Additional actions are opt-in via FORK.