Discover tools academic skills, compare source repositories and read the instructions for each workflow.
Use when formulating clinical research questions (PICOT framework), evaluating health evidence quality (study design hierarchy, bias assessment, GRADE), prioritizing patient-important outcomes, conducting syste...
Use when writing or reviewing career documents including research statements, teaching statements, diversity statements, CVs, or biosketches. Invoke when user mentions research statement, teaching philosophy, d...
Use when scanning external trends for strategic planning, monitoring PESTLE forces (Political, Economic, Social, Technological, Legal, Environmental), detecting weak signals (early indicators of change), planni...
Use when synthesizing information from multiple sources (literature review, stakeholder feedback, research findings, data from different systems), creating or evaluating analogies for explanation or problem-sol...
Use when writing or reviewing NIH, NSF, or foundation grant proposals. Invoke when user mentions specific aims, R01, R21, K-series, significance, innovation, approach section, grant writing, proposal review, re...
Causal inference specialist for causal discovery, counterfactual reasoning, and effect estimationUse when "causal inference, causal discovery, counterfactual, intervention effect, confounder, structural causal...
Embedding and vector retrieval expert for semantic searchUse when "vector search, embeddings, semantic search, qdrant, pgvector, similarity search, reranking, hybrid retrieval, embeddings, vector-search, qdrant...
Use when reviewing contracts, extracting key terms, identifying risks, or building contract analysis tools - covers NLP approaches, clause identification, and risk scoringUse when ", " mentioned.
web search API. Use when you need current information, documentation, or to research topics on the web.
Web research with automatic fallback mechanism. WebFetch → Browser MCP → User assistance via ai_interaction. Use when need to browse web.
Journalism source verification and fact-checking workflows. Use when verifying claims, checking source credibility, investigating social media accounts, reverse image searching, or building verification trails....
Academic writing, research methodology, and scholarly communication workflows. Use when writing papers, literature reviews, grant proposals, conducting research, managing citations, or preparing for peer review...
Add citations to research reports. Use after deep-research completes to add proper source citations.
Conduct deep research on any topic using parallel subagents and web tools (web_search, web_fetch, playwright). Use for queries that require comprehensive research from multiple perspectives.
Internal skill - Research subagent that executes focused research tasks using web tools. Called automatically by the deep-research lead agent.
Retrieves scientific papers from PubMed and creates plain-language research summaries. Use when users ask about medical research, scientific studies, clinical trials, disease treatments, or want to understand r...
Generates comprehensive reports on recent company developments using web search. Use when analyzing stocks, researching companies, evaluating investments, or when users mention company names, stock tickers, mar...
Master the AI tools that accelerate research and information gathering. From market research to academic analysis, find insights faster and make better decisions. Use when "research, find information, academic...
UK legal research using the Lex API. Search UK legislation and legal provisions. Use when researching UK law, analysing statutory instruments, or grounding responses in authoritative legal sources.
Synthesize information across multiple sources into a structured document. Processes sources in batches across sessions to handle more data than fits in context. Discovers and queues related sources automatical...
Fetch and summarize latest articles from RSS feeds. Creates notes with article summaries as bullet points. Use to catch up on blogs without reading everything. Triggers on "rss catchup", "blog catchup", "check...
Create comprehensive study notes on a topic. Use when user wants detailed notes, a study guide, or documentation on a subject. Triggers on "study notes", "create notes", "document [topic]", "write up [topic]".
Deep research on a topic, creating persistent documentation for future reference. Use for technology decisions, competitive analysis, or complex topics.
Web search grounding for F2 Truth enforcement with constitutional verification and source authority validation via CLI. Use when user types /search, asks "verify online", "ground truth", "fact check", "source a...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.