Academic
Academic writing, research, citations
phd-qualifier
by jkitchin
Expert evaluation of Chemical Engineering PhD qualifying exams - review written reports, presentations, and prepare comprehensive questioning sessions to assess student readiness for doctoral research
paper-reader-heilmeier
by RealZYZhang
Read a research paper end to end and produce a single Heilmeier-style analysis that doubles as both summary and critique. Use this skill whenever the user shares a research paper (PDF upload, arXiv link, arXiv ID, DOI, or pasted paper text) and asks anything that resembles "read this", "summarize this paper", "what does this paper do", "analyze this paper", "give me a Heilmeier analysis", "review this paper", or simply drops a paper into the chat with little explanation. Trigger this skill even when the user does not explicitly say "Heilmeier" — any request to digest, summarize, review, or critically assess an academic paper should activate it. Do NOT use this skill for non-academic articles, blog posts, or news.
LJG-Xray-Article: 文章解读
by lijigang
智慧X光机 — Claude Code Skill，四层漏斗透视文章，提炼可迁移智慧晶核
research
by kenneth-liao
Conduct topic and competitor research for any content type. Analyzes existing content landscape, identifies gaps, and produces actionable insights. This is a generalized research skill — platform-specific tools and output locations are provided by orchestrator skills.
create-note
by kenneth-liao
Create high-engagement Substack Notes for standalone audience engagement, authority-building, and newsletter promotion. This is a thin orchestrator — it sequences content-strategy:research and writing:copywriting invocations for Substack Note creation.
hinge-profile-optimizer
by b1rdmania
Comprehensive, research-backed Hinge dating profile optimization. Use when someone wants to improve their Hinge profile, audit an existing profile, write better prompts/captions, select and order photos strategically, or understand why they're not getting quality matches. This is the thorough process (~45 mins) - discovery interview, honest market math, photo strategy, copy creation, settings cleanup, and implementation support. Grounded in peer-reviewed behavioral research, platform data, and signaling theory.
perplexity
by pacphi
Perplexity AI research assistant with real-time web search, source citations, and optimized UK-centric prompts. Access live web data, current events, market research, and comprehensive analysis backed by verified sources.
cite-them-all
by erafat
Academic reference agent that identifies claims needing citations, searches PubMed/bioRxiv/medRxiv via MCP tools, and adds properly formatted references to Markdown manuscripts
deep-research
by cnemri
"Perform autonomous, multi-step research using the Gemini Deep Research Agent (Interactions API). Supports web search, file/directory context, and resilient streaming."
startup-validator
by ailabs-393
Comprehensive startup idea validation and market analysis tool. Use when users need to evaluate a startup idea, assess market fit, analyze competition, validate problem-solution fit, or determine market positioning. Triggers include requests to "validate my startup idea", "analyze market opportunity", "check if there's demand for", "research competition for", "evaluate business idea", or "see if my idea is viable". Provides data-driven analysis using web search, market frameworks, competitive research, and positioning recommendations.
deep-research
by srstomp
Use for multi-day technology evaluations, competitive analysis, architectural exploration, best practices research, or major strategic decisions requiring comprehensive investigation and stakeholder reports. Unlike spike (time-boxed hours), supports extended multi-day investigation.
fan-out
by ElliotJLT
Orchestration pattern for parallelizable tasks. When facing work that can be split into independent subtasks (research multiple topics, analyze multiple files, test multiple scenarios), spawn parallel agents and aggregate results. Use when subtasks have no dependencies on each other.
planning
by samhvw8
"Universal planning for technical and non-technical projects. Domains: software implementation, business, personal, creative, academic, events. Capabilities: feature planning, system architecture, goal setting, milestone planning, requirement breakdown, trade-off analysis, resource allocation, risk assessment. Actions: plan, architect, design, evaluate, breakdown, structure projects. Keywords: implementation plan, technical design, architecture, roadmap, project plan, strategy, goal setting, milestones, timeline, action plan, SMART goals, sprint planning, task breakdown, OKRs. Use when: planning features, designing architecture, creating roadmaps, setting goals, organizing projects, breaking down requirements."
research
by samhvw8
"Technical research methodology with YAGNI/KISS/DRY principles. Phases: scope definition, information gathering, analysis, synthesis, recommendation. Capabilities: technology evaluation, architecture analysis, best practices research, trade-off assessment, solution design. Actions: research, analyze, evaluate, compare, recommend technical solutions. Keywords: research, technology evaluation, best practices, architecture analysis, trade-offs, scalability, security, maintainability, YAGNI, KISS, DRY, technical analysis, solution design, competitive analysis, feasibility study. Use when: researching technologies, evaluating architectures, analyzing best practices, comparing solutions, assessing technical trade-offs, planning scalable/secure systems."
analyzing-source
by Sawyer-Middeleer
Conducts in-depth analysis of a specific source or topic, producing comprehensive summaries for research synthesis. Use when you need detailed analysis and documentation of individual sources as part of a larger research effort.
cody-article-writer
by ibuildwith-ai
Cody Article Writer: Research-backed article writing workflow with customizable style guides and citations. Use when the user wants to write articles, blog posts, or long-form content with optional web research and source citations. Handles the full workflow: topic ideation with exploratory research, comprehensive research planning, thesis development, outlining, section-by-section writing with citations, article metadata generation, and markdown export. Also handles style guide management including commands like "list writing styles", "create a new article style", "edit my writing style", "delete style", "show my drafts", "continue my article", or "show my articles".
codebase-research
by alchemiststudiosDOTai
This skill should be used when mapping or researching a codebase to understand its structure, patterns, and architecture. Use when the user asks to "map the codebase", "research how X works", "find all Y patterns", or needs to understand code organization. Produces factual structural maps in memory-bank/research/—no suggestions, no recommendations, just what exists. Uses ast-grep for structural pattern matching.
create-implementation-plan
by pratos
Creates detailed implementation plans through an interactive, iterative process. Use when you need to plan a feature, task, or ticket with thorough research, phased approach, and clear success criteria.
codebase-research
by pratos
Conducts comprehensive research across a codebase to answer questions by exploring components, connections, and patterns. Generates mermaid diagrams for architecture visualization. Use for deep architectural understanding or investigating specific topics.
q-scholar
by TyrealQ
Comprehensive academic writing skill for drafting journal-ready manuscripts. Orchestrates specialized sub-skills for introduction sections (q-intro), exploratory analysis (q-exploratory-analysis), methods sections (q-methods), and results sections (q-results). Use when the user needs end-to-end support for academic manuscript preparation, from initial data exploration through publication-ready prose. Follows APA 7th edition formatting standards.
article-agent-context-research
by HayattiQ
記事執筆の前工程として、周辺情報をWeb等で検索し、一次情報・論点・反論・用語・数字を揃えたContext Packを作る。
startup-validator
by ailabs-393
Comprehensive startup idea validation and market analysis tool. Use when users need to evaluate a startup idea, assess market fit, analyze competition, validate problem-solution fit, or determine market positioning. Triggers include requests to "validate my startup idea", "analyze market opportunity", "check if there's demand for", "research competition for", "evaluate business idea", or "see if my idea is viable". Provides data-driven analysis using web search, market frameworks, competitive research, and positioning recommendations.
research-paper-writer
by ailabs-393
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
research-paper-writer
by ailabs-393
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.