리서치·학습 스킬

Document how a research or coding session evolved after the work is complete. The skill extracts decisions, experiments, failed approaches, and claims into ara/ files, distinguishing user statements from AI suggestions and actions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Record the reasons behind research decisions
• Preserve failed experiments and their lessons
• Distinguish user decisions from AI suggestions

Explore computer science and AI research directions using eight creativity frameworks. Combine ideas across fields, question hidden assumptions, and transfer mechanisms from other disciplines to develop research questions with testable predictions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding research directions beyond incremental improvements
• Connecting mechanisms across distant disciplines
• Reframing a research problem that feels stuck

Creates figures for machine learning papers from draft text or experiment data. Extracts components for Gemini-generated diagrams, chooses suitable charts with matplotlib or seaborn, and adjusts colors, fonts, and export formats for publication.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turn a method section into an architecture diagram
• Create comparison charts from experiment results
• Plot training loss and accuracy over time

Explore research directions through ten structured thinking frameworks, then rank ideas by their importance, clarity, and feasibility. Turn a vague interest into a focused proposal with a short explanation, candidate experiments, and an initial feasibility study.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Exploring a new research direction
• Finding fresh angles on a stalled project
• Assessing an early research idea

Turn research code and experimental results into ML and AI paper drafts. Clarify the main contribution, connect claims to evidence, find and verify references, and prepare conference submissions using LaTeX templates and review checklists.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Drafting a paper from research code and results
• Revising the abstract and introduction around a clear contribution
• Finding related work and verifying references

Coordinate AI research from literature review and hypothesis testing to findings and paper drafts. The skill alternates focused experiments with broader reflection, maintains project records, and directs specialized skills to carry out research tasks.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turning a research question into testable hypotheses
• Managing repeated experiments across multiple hypotheses
• Resuming research from recorded findings and project state

Support academic work from refining a research question to literature reviews, manuscript drafting, citation checks, and revision. Select workflows for the current stage, including study selection against eligibility criteria, peer review, and experiment planning.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Narrow a broad topic into a research question
• Prepare a literature review or systematic review
• Draft a paper outline or abstract and check citations

Build a reading habit by starting with interesting chapters and switching books when needed. This skill also guides you toward foundational works in a new subject and uses explaining what you learn to check your understanding.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Starting a manageable daily reading habit
• Moving past the pressure to finish every book
• Choosing foundational works for a new subject

Evaluate beliefs and spiritual claims by asking what evidence could show them to be wrong. Plan personal trials of practices such as meditation, review observed results, and write principles that distinguish evidence from personal experience.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Examining spiritual claims and their evidence
• Writing personal standards for what to believe
• Considering meditation alongside a scientific outlook

Examine important choices and assess claims by rebuilding their reasoning from basic knowledge. Use mental models, reusable ways to understand problems, to compare conclusions, identify unknowns, and consider long-term consequences.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choosing a direction with long-term consequences
• Assessing the reasoning behind an expert's claims
• Building judgment in an unfamiliar field

Research topics on the web and turn findings into a structured brief for content creation. Cross-check important claims across independent sources, collect attributed statistics and quotes, and identify useful angles alongside gaps, disagreements, and outdated evidence.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Gathering evidence to support an article's claims
• Finding statistics and attributed quotes
• Reviewing published information on a topic

Register arXiv papers on Hugging Face Hub, connect them to models and datasets, and manage authorship claims and profile visibility. Create research articles from Markdown templates and convert them into HTML for sharing.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Registering an arXiv paper on Hugging Face Hub
• Linking papers to models and datasets
• Managing authorship claims and profile visibility

Read and summarize AI research papers from Hugging Face or arXiv links and identifiers. Retrieve paper content alongside structured details about authors, related models, datasets, Spaces, and implementation links to support further investigation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Summarizing a paper from its URL or arXiv ID
• Finding models, datasets, and Spaces linked to a paper
• Checking authors and implementation links

Research questions on the web and produce a report with source links. Read full pages, check important claims against independent sources, and clearly distinguish supported findings from uncertain evidence or disagreements.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Research a question that requires current information
• Cross-check important claims across independent sources
• Compare conflicting accounts and explain uncertainty

Examine education and career choices through decision frameworks drawn from 张雪峰’s public statements. The skill considers family circumstances, researches current employment data for concrete questions, and responds in a direct conversational style.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Compare university majors using typical graduate outcomes
• Consider career options in light of family finances
• Discuss whether graduate study fits personal circumstances

Turn interviews, surveys, usability notes, and customer feedback into shared themes, user groups, and prioritized recommendations. Findings include supporting quotes and participant counts, helping teams connect research evidence to concrete product improvements.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Find common issues across user interviews
• Combine survey results and support feedback
• Prioritize product improvements using research evidence

Plan user research, prepare interview guides, and organize findings into themes and recommendations. Choose methods suited to the question, such as interviews, surveys, or usability tests that examine how people use a design.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Planning research into user needs and motivations
• Preparing an interview guide
• Designing usability tests or surveys

Assess understanding of medical guidelines through self-assessment and short quizzes, identify priority topics, and plan revision. Study diagnostic criteria and how concepts connect, with guideline versions and sources, within an educational scope that excludes individual patient care.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Assess understanding of a medical guideline
• Identify chapters that need revision
• Plan study around available time and a target date

Read current headlines from designated news websites across seven categories, including politics, business, technology, and sports. The skill extracts dates and key points, then organizes a brief digest with sources and optional links.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Get a quick overview of today's news
• Read a digest focused on technology or business
• Review headlines across several news categories

Study verified medical guidelines through section summaries linked to their original locations. The skill explains confusing points, summarizes selected topics, and builds learning sequences with estimated study time and signs of understanding.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Study a guideline chapter with references to the original text
• Summarize screening, follow-up, or quality-control learning points
• Build a learning sequence that fits available study time

Choose study materials and a learning order for physicians preparing for exams or job requirements. Recommendations follow official exam outlines and adapt to specialty, target date, and daily study time, with supplementary suggestions clearly labeled.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Selecting materials for Chinese physician qualification exams
• Planning study around limited daily time
• Separating official requirements from supplementary suggestions

Collect trending news, search rankings, gold prices, and exchange rates from over 70 platforms. Get a digest or headline list organized around selected topics and interests, with duplicate stories merged and sources and retrieval times included.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Getting a morning digest of current topics
• Following AI and technology news
• Viewing trending lists from selected platforms

Build and maintain a Markdown knowledge base from source materials, with linked pages and traceable evidence. Use accumulated knowledge to answer questions, preserve reusable research, and check for conflicting claims, outdated information, broken links, or missing index entries.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Add source materials to a linked knowledge base
• Answer questions using accumulated research
• Check conflicting or outdated claims

Retrieve Chinese medical guidelines, drug information, and regulatory documents when original sources are inaccessible. It checks document identity and version before using alternative copies, while keeping summaries and reposts separate from independent clinical evidence.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding a guideline when its original page is inaccessible
• Checking whether an alternative PDF matches the original version
• Reviewing fallback rules for Chinese medical sources