User research and insight synthesis for interviews, usability testing, personas, journey mapping, and actionable product/design recommendations. Use when planning studies, collecting evidence, synthesizing patterns, or converting findings into prioritized decisions.
Investigate Vercel Sandbox lifecycle, timeout, snapshot, and persistence behavior. Use when users ask about Vercel Sandbox, `@vercel/sandbox`, `Sandbox.create`, `Sandbox.get`, why files disappeared, how snapshots differ from persistence, or whether Vercel's persistent sandbox beta applies.
Browse the web, take screenshots, interact with pages, fill forms. Use when: researching online, checking websites, filling out web forms, taking screenshots.
Academic integrity investigation and scholar profile analysis system. Use when conducting comprehensive academic background checks, credential verification, publication analysis, or institutional affiliation audits of scholars, researchers, or faculty members. Triggers on phrases like "调查学者", "学术调查", "查某人的学术背景", "核实论文", "学术档案调查", "学者背调", or when analyzing academic misconduct, credential inflation, publication quality, or research integrity issues.
Collect and research materials for X (Twitter) content creation using multi-round web search strategy. Use when user wants to gather trending topics, research subjects for X posts, or mentions "collect materials", "research topic", "find content for X", "x-collect". Performs 4-round deep research mimicking human research workflow.
Use the MCP grep server (`grep_searchGitHub`) for code search and GitHub code lookups instead of `web_search` or `code_search`. The `code_search` tool triggers an SSH passphrase prompt which blocks the workflow. The MCP grep tool searches literal code patterns across millions of public GitHub repos. Use whenever the user asks to find code examples, search GitHub repos, look up API usage patterns, or understand how libraries are used in real projects.
Academic venue paper discovery — activate when you need to find papers accepted at specific conferences or journals (ACL, EMNLP, NeurIPS, ICML, ICLR, MLSys, etc.), analyze venue acceptance preferences, or look up CFP requirements.
Generate structured CSV literature survey tables. MUST activate this skill (instead of plain-text replies) when the user requests a literature review, paper collection, related work survey, or comparison of papers on a topic.
生成结构化 CSV 文献调研表格。当用户要求调研论文、收集文献、整理相关工作、对比论文时,必须激活此 skill 生成 CSV 输出,而非纯文字回复。
Triggers: survey, related work, literature review, paper list, find papers, collect papers, compare papers, 调研, 文献, 找论文, 相关论文, 收集论文, 整理文献, 论文列表, 帮我找论文.
Output: multi-source search → metadata extraction → 8-column CSV (title, abstract, summary, relevance, authors, year, venue, link) → send to IM.