Research, academic papers, education, and exam prep (4.3K skills)
Fetch a web page and return a concise Markdown summary focused on its main content. The output includes a title, a short overview, up to five key points, and the source URL, without saving files.
Investigate why TypeScript uses a particular built-in type by tracing issues, proposed changes, and team comments. Produces a linked timeline and explanation of past trade-offs to help assess type overrides in ts-reset or proposed typing changes.
Research game modding methods and tools across public websites and archived pages. Recover information from dead forum links, compare reports, and produce findings with source URLs, version details, credibility notes, and clearly identified gaps.
Work with Google Classroom through gog to inspect courses, assignments, student submissions, and class rosters. It guides agents through the available commands and account checks needed to handle classroom information and operations.
Turn structured documents and a research goal into four cards covering facts, explanations, risks, and suggested actions. Source references and generation details help readers trace the evidence and review uncertainty or overstated claims.
Turn an arXiv paper URL or PDF into extracted text, word frequency tables, and reference links. Create additional materials such as a two-person audio discussion, an interactive webpage, presentation slides, and a visual summary.
Search the web for current information, review results with titles, URLs, and short excerpts, then fetch relevant pages. Retrieve page content as Markdown or HTML for reading and further work.
Explain how a website, visual effect, or animation works from a live URL or screenshot. Identify the layers and techniques behind the appearance, distinguish measurements from inferences, and describe the principles that can transfer to other interfaces.
Ask questions about documents in Google NotebookLM from Claude Code and receive source-grounded answers with citations. Manage a local notebook library, find notebooks by topic, and combine follow-up answers into a response.
Continue research when web-reading tools fail together by trying alternative URLs and using established knowledge where appropriate. Record inaccessible sources, mark references that need verification, and explain the limits of the resulting document.
Continue suitable tasks when web search repeatedly fails by assessing whether existing knowledge is sufficient. Mark unverified claims, distinguish confidence levels, and provide a follow-up checklist so readers can see what still needs checking.
Keep research tasks moving when web search or page reading fails. The workflow identifies tool errors, shifts to existing knowledge where appropriate, and helps produce documents that clearly mark uncertainties and information needing external verification.
Continue regulatory research when official sources cannot be accessed. The skill uses alternative sources or established regulatory knowledge to draft summaries and checklists, while documenting limitations and identifying the need for verification against current official requirements.
Continue regulatory research when government pages or PDFs cannot be retrieved. Use alternative sources to draft compliance checklists, clearly distinguish the basis of each finding, and identify requirements that need confirmation from the relevant authority.
Recover from repeated web search failures by delegating information gathering to shell_agent. Define the required data and output format, allow retries and alternative collection methods, then check source citations and completeness before using the results.
Continue drafting research-based documents when web search or page reading tools fail. The workflow uses the agent’s existing knowledge, identifies information gaps, and flags claims that need external verification before completing the requested deliverable.
Build answers and reports from provided reference files before searching the web. The workflow identifies attachments, extracts and checks relevant data, tries alternatives for unreadable Word files, and states sources and missing information.
Draft and revise machine learning, computer vision, and natural language processing papers. Improve section structure, paragraph flow, and figures or tables, then check major claims against experimental evidence and review the draft from a skeptical reviewer’s perspective.
Investigate organizations, domains, media locations, and cryptocurrency flows using open-source intelligence, or OSINT. The skill helps select relevant research tools, connect findings across sources, and preserve evidence with timestamps, screenshots, file hashes, and reproducible logs.
Build an initial customer profile from existing research, market data, and team knowledge. Organize behaviors, frustrations, goals, and buying influences into a shared working hypothesis, with assumptions clearly marked for later validation.
Analyze public reviews, app stores, and forums to identify unmet customer needs, competitor weaknesses, and reasons for switching products. Receive short customer quotes with source links, recurring themes, and hypotheses to validate in interviews.
Build a company research brief from public sources, covering executive statements, product strategy, organizational practices, and transformation initiatives. Use dated sources to prepare for interviews, understand competitors, assess potential partners, or explore market entry.
Prepare customer interviews to investigate problems, churn, or new product ideas. Clarify research goals, participants, and access constraints, then choose a method and create a tailored plan with questions, follow-ups, bias checks, and criteria for useful findings.
Turn a competitive or market question into a focused research approach through three adaptive questions. Get recommendations for information sources, review frequency, and executing skills, with reasons tailored to the decision and available time.