skyllwt

每日从 arXiv 拉取新论文，过滤相关性，生成 digest

基于 wiki 知识库构思新的研究 idea

消化一篇论文，创建 wiki 页面并建立所有交叉引用

从 raw/ 目录搭建完整的 Research Wiki，包括论文、概念、方向、人物页面

扫描全 wiki 发现健康问题，生成修复建议报告

根据用户要求增删 raw sources 或更新 wiki 内容

基于 wiki 已有知识生成可直接用于论文的 Related Work 段落

Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.

Use when the user wants to explore a research topic/field (0→entry package) or update a topic’s latest updates. Produces a growing HTML knowledge base + fp_data_{TOPIC}.json via Semantic Scholar + OpenReview + arXiv + GitHub + Bilibili/WeChat. Do NOT use for pure Q&A, coding help, or when the user doesn’t want file outputs.

Search papers on OpenReview and retrieve peer reviews and rebuttals from major ML conferences (ICLR, NeurIPS, ICML). Core skill for FrontierPilot's Knowledge Exploration engine.

Add or remove raw sources, or update wiki content, per user request

根据用户要求增删 raw sources 或更新 wiki 内容