Academic
Academic writing, research, citations
research
by duongductrong
Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.
Finding Open Access Papers
by kthorn
Use Unpaywall API to find free full-text versions of paywalled papers
Traversing Citation Networks
by kthorn
Smart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication
deep-research
by lv416e
"Conduct comprehensive, multi-source research on any topic using web search, documentation lookup, and critical analysis. This skill should be used when users request thorough investigation, deep research, or comprehensive analysis of topics including but not limited to AI systems, technology trends, academic subjects, business strategies, or current events. 任意のトピックに対して、Web検索、ドキュメント参照、批判的分析を用いた包括的な調査を実施。徹底的な調査、詳細なリサーチ、包括的な分析が必要な場合や、AIシステム、技術トレンド、学術的テーマ、ビジネス戦略、時事問題などについて深く知りたい場合に使用。"
pytorch-research
by tondevrel
Advanced sub-skill for PyTorch focused on deep research and production engineering. Covers custom Autograd functions, module hooks, advanced initialization, Distributed Data Parallel (DDP), and performance profiling.
parallel-deep-research
by harshanandak
"Deep market analysis and comprehensive research reports using Parallel AI Task API with pro/ultra processors. Multi-source synthesis with citations. No binary install — requires PARALLEL_API_KEY in .env.local."
red-team-review
by richfrem
"(Industry standard: Review and Critique Pattern) Primary Use Case: Iterative generation paired with adversarial review, continuing until an 'Approved' verdict is reached. Orchestrated adversarial review loop. Use when: research, designs, architectures, or decisions need to be reviewed by red team agents (human, browser, or CLI). Iterates in rounds of research → bundle → review → feedback until approved."
citation-standards
by harshanandak
"Citation format rules for research outputs. Enforces consistent source attribution in docs/research/ files. Apply when writing research documents or referencing external sources."
brainstorming-research-ideas
by L-yifan
Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between projects, or seeking novel angles on existing work.
creative-thinking-for-research
by L-yifan
Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directions by leveraging combinatorial creativity, analogical reasoning, constraint manipulation, and other empirically grounded creative strategies.
deep-research
by lodekeeper
Multi-agent deep research pipeline for complex questions (EIP analysis, architecture decisions, cross-client comparisons, protocol design). Use when single-shot answers are insufficient and you need decomposition, parallel investigation, adversarial critique, and a formal output document.
grey-haven-prompt-engineering
by greyhaven-ai
"Master 26 documented prompt engineering principles for crafting effective LLM prompts with 400%+ quality improvement. Includes templates, anti-patterns, and quality checklists for technical, learning, creative, and research tasks. Use when writing prompts for LLMs, improving AI response quality, training on prompting, designing agent instructions, or when user mentions 'prompt engineering', 'better prompts', 'LLM quality', 'prompt templates', 'AI prompts', 'prompt principles', or 'prompt optimization'."
web-research
by CyranoB
Deep web research skill that searches the web and fetches full page content to produce comprehensive, well-sourced research reports. Use this skill whenever the user asks to research a topic, investigate a question, do a deep dive, compare products or services, look something up online, find information about a product/company/technology, or gather current information from the web. Trigger on phrases like "can you find out about X", "look up X", "what do you know about X (current/recent)", "tell me about X", "research X for me", "help me understand X", "what are people saying about X", "I'm choosing between X and Y", or "search the web for X" when current web info would be valuable. Also trigger when the user needs recent news, pricing, reviews, or real-world adoption data that may have changed since training. Don't trigger for purely conceptual questions that Claude can answer from training data without needing live web sources — unless the user explicitly asks to search the web.
critical-research
by Plucky923
End-to-end top-tier computer-science research workflow for idea validation, literature research, adversarial critique, paper patch generation, evaluation design, writing, and cumulative knowledge distillation. Works across systems, networking, security, PL, databases, architecture, ML, SE, HCI, visualization, graphics, and theory-adjacent empirical CS.
ux-researcher
by dylantarre
Use when evaluating animation usability, conducting motion studies, or when researching how animation affects user perception and task completion.
genealogical-documentation
by qodex-ai
Plan and document family history research systematically. Structures genealogical research with proper citations, evidence analysis, and organized family records.
meeting-record-system
by qodex-ai
Record and manage meeting notes with intelligence. Organizes meeting documentation with action items, decisions, and follow-ups.
chat-with-arxiv
by qodex-ai
Build interactive chat agents for exploring and discussing academic research papers from ArXiv. Covers paper retrieval, content processing, question-answering, and research synthesis. Use when building research assistants, paper summarization tools, academic knowledge bases, or scientific literature chatbots.
deep-research-agent
by qodex-ai
Build agents specialized in conducting thorough research, gathering information from multiple sources, and synthesizing findings. Covers research planning, source evaluation, and report generation. Use when automating market research, competitive analysis, literature reviews, or intelligence gathering.
legal-document-analyzer
by qodex-ai
Build agents for legal document analysis, contract review, and compliance checking. Handles document parsing, risk identification, and legal research. Use when creating contract analysis tools, legal research assistants, compliance checkers, or document review systems.
paper-reading
by yishuai778
"Read research papers and turn them into clear, decision-oriented notes, comparisons, and implementation takeaways. Use this skill whenever someone wants to read, summarize, analyze, compare, or review papers; build a literature overview; extract methods, datasets, benchmarks, or limitations; judge whether a paper is worth reproducing; or turn papers into actionable notes. Also trigger on requests like '读这篇论文', '帮我总结 paper', '精读这篇', '对比这几篇论文', '做文献综述', '提炼贡献/局限/实验设置', '这篇值不值得复现', or '把论文讲明白'."
codebase-recon
by outfitter-dev
This skill should be used when analyzing codebases, understanding architecture, or when "analyze", "investigate", "explore code", or "understand architecture" are mentioned.
autonomous-lucid
by daydreamsai
Autonomous agent factory that researches a domain and generates a monorepo of 10 production Lucid Agents. Use when batch-creating agents for a new vertical.
report-findings
by outfitter-dev
This skill should be used when synthesizing multi-source research, presenting findings with attribution, or when "report", "findings", or "synthesis" are mentioned.