arxiv-analysis
Analyze arXiv research papers and explain them in accessible terms. Use when the user mentions arXiv, research paper, academic paper, scientific paper, preprint, or provides an arxiv.org URL.
Analyze arXiv research papers and explain them in accessible terms. Use when the user mentions arXiv, research paper, academic paper, scientific paper, preprint, or provides an arxiv.org URL.
Search for negative news coverage, controversies, and reputational risks associated with individuals or companies across news sources and media databases
Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize
Use this when the user wants to write a literature review, survey paper, or thesis chapter from existing papers. Guides reading strategy, note-taking, synthesis, and academic writing. NOT for searching new papers (/research-collect) or generating ideas (/idea-generation).
Curate and validate BibTeX bibliographies against academic databases.
Specialized skill for editing and refining EAD2002 finding aids for the Terrence Kaufman Papers at the Archive of Indigenous Languages of Latin America (AILLA), Lillas Benson Latin American Studies and Collections, University of Texas at Austin. Use when working with KaufmanEAD.xml, implementing staff feedback, validating against EAD2002 standards, or referencing institutional finding aid examples.
Search academic paper repositories (arXiv, Semantic Scholar) for scholarly articles in physics, mathematics, computer science, quantitative biology, AI/ML, and related fields
Write academic research documents following academic guidelines with peer-reviewed sources from Google Scholar and other academic databases. Always verify source credibility and generate IEEE standard references. Use for research papers, literature reviews, technical reports, theses, dissertations, conference papers, and academic proposals requiring proper citations and scholarly rigor.
Personalized academic writing assistant for university assignments in Chinese and English. Use when users need help writing/revising academic reports, project docs, technical analyses, research reviews, or case studies. Produces natural prose avoiding AI markers. Triggers: academic writing, assignment, report, technical analysis, research review, case study. | 个性化学术写作助手,适用于中英文大学作业。触发词:学术写作、作业、报告、技术分析、研究综述、案例研究、项目文档。
Research legal technology topics for blog posts on alt-counsel (Ang Hou Fu's blog). Use when the user asks to research topics, find sources, fact-check claims, gather statistics, or find expert opinions for blog content. Prioritizes Singapore/ASEAN perspectives and flags US/EU-centric information. Outputs research findings to research.md in the post folder with proper citations.
Search for books using Google Books API (by title or ISBN) and generate a Hugo markdown post with book metadata including cover, description, author, etc. Use when the user provides a book title or ISBN.
Fetch PR review comments. Trigger when users reference a PR (e.g. "address comments on PR #1234", "work on PR #1234 reviews").
Research Azure naming constraints and CAF abbreviations for a given resource type. Use when you need to look up the official CAF slug, naming rules (length, scope, valid characters), and derive validation/cleaning regex patterns for an Azure resource. Triggers on: CAF abbreviation lookup, Azure naming rules research, resource naming constraints.
Expand all TaskMaster tasks with deep research via Perplexity before coding begins. Reads tasks.json, launches parallel research agents per task, writes findings back. Part of the prd-taskmaster toolkit. Use after PRD is parsed into tasks and before implementation begins. Invoke with /expand-tasks or when user says "expand tasks", "research all tasks", or "research before coding for all tasks".
AI-powered search and chat with Perplexity. Use when you need to: (1) get AI responses with real-time web search, or (2) answer questions with up-to-date information.
Use when the user needs academic citations, BibTeX, venue/author quality checks, or help filling [CITE] placeholders. Triggers include 文献引用、找引用、citation、bib、参考文献、替换不规范引用、查询作者 H-index、判断期刊/会议质量。
Reviews chapter quality using 5 specialized checkers and generates comprehensive reports. Activates when user requests chapter review or /webnovel-review.
Analyze text content using both traditional NLP and LLM-enhanced methods. Extract sentiment, topics, keywords, and insights from various content types including social media posts, articles, reviews, and video content. Use when working with text analysis, sentiment detection, topic modeling, or content optimization.
Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers.