리서치·학습 스킬

Structure problem solving around clear goals, competing explanations, experiments, and measurable results. Use the cycle to diagnose bugs, validate features, compare prompts, or evaluate an early product, then choose the next step based on evidence.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Diagnosing a bug with a quick investigation
• Comparing prompt structures through experiments
• Defining success criteria for a feature

Find people and assess identity matches using public information from social media, official records, and reverse lookups. The skill cross-checks independent sources, reports confidence levels, and requires at least three matching identifiers for a high-confidence result.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Looking for an old friend or former coworker
• Checking public information about an unknown caller
• Finding public accounts linked to a username

Collect social posts, business listings, and product reviews through Apify actors, ready-made data collection tools. Filter results by date, rating, or engagement in code before sending relevant records to the AI for research or lead generation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Find competitors' most popular social posts
• Build a contact list of local businesses
• Extract recent negative Amazon reviews

Extract web page content as Markdown from a single URL or a site crawl. When access is blocked, progressively switch from basic fetching to Chrome and Bright Data proxy services, which route requests through other IP addresses.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Converting a single web page to Markdown
• Extracting content from JavaScript-rendered pages
• Retrieving pages blocked by bot detection

Turn the current conversation topic into an interactive lesson with spoken explanations and text diagrams in the terminal. Answer one question at each step, receive feedback, and check your understanding with a short quiz and recap.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Understand the work you just completed
• Learn a named topic step by step
• Check your understanding with a quiz

Find arXiv papers by topic, research category, or paper ID. Retrieve titles, authors, abstracts, and links, check new submissions, and add AlphaXiv's AI-generated overviews when available to help decide which papers to read.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking new AI and machine learning papers
• Finding papers on a specific research topic
• Looking up a paper by its ID or arXiv URL

Research topics across multiple sources, cross-check findings, and verify source URLs before producing a report with confidence labels. Choose from quick lookups to iterative investigations that preserve findings, with community sources prioritized for questions about public reactions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Compare AI technology trends
• Map a market and its products
• Investigate community reactions

Gather local news, building permits, elections, legislation, and other civic information for a configured US hometown. The skill combines available sources into a daily JSON digest that Pulse can display in its LOCAL tab.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing a daily hometown digest
• Checking council agendas and proposed ordinances
• Tracking construction and business openings

Explore explanations for poorly understood phenomena through repeated hypothesis generation and selection. Compare causal mechanisms, test what happens when components change, and retain distinct candidates with predictions, rival comparisons, and clearly stated unresolved questions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Developing hypotheses for an unexplained phenomenon
• Comparing competing causal explanations
• Identifying predictions that distinguish theories

Find quotes that fit a text’s themes, with attribution and a short reason for each suggestion. Add sourced quotes, research thinkers, and organize a quote collection by theme and usage history to avoid repetition.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding a fitting quote for a newsletter
• Saving sourced quotes without duplicates
• Researching a thinker’s quotes by theme

Guide a first computer-use agent run from environment checks to a browser-only task and a viewer of the run history. Explain each stage so users can understand the output and review screenshots afterward.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking the environment before a first agent run
• Trying browser automation without moving the mouse or keyboard
• Reviewing screenshots and prompts from a completed run

Find and summarize web information with links to verified sources, prioritizing official documents and original research. Use it to compare options, check recent details, and understand where sources disagree or evidence remains uncertain.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Researching current information with source links
• Comparing tools and services
• Checking conflicting claims across sources

Research topics with SearXNG, a metasearch engine that combines results from multiple search engines. Choose relevant search categories, prioritize primary sources, compare conflicting information, and present focused findings with verified source URLs.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Research topics with privacy in mind
• Find official documentation and research papers
• Search news, images, and books by category

Guides research into companies, markets, and technologies using public sources. Helps organize people and organizations, map their relationships, compare changes over time, assess source reliability, and structure reports with supporting links and sentiment trends.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Researching competitors and market trends
• Organizing relationships among companies and people
• Comparing changes in leadership, pricing, and partnerships

Plan and carry out research by refining questions, improving searches, evaluating sources, and checking claims across independent references. Turn findings into cited reports that explain the evidence, conflicting views, confidence levels, and remaining gaps.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Comparing options using multiple sources
• Checking source reliability and conflicting claims
• Writing research reports with citations

Prepare for engineering interviews with structured practice in algorithms, system design, and questions about past experience. Develop explanations of your reasoning, analyze solution efficiency, discuss design tradeoffs, and organize concrete stories about your work.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Practicing algorithm problems and explaining solutions
• Rehearsing system design interviews
• Structuring stories about past work experience

Guide multi-source research through source checks, comparison of key claims, and recovery from failed tool calls. Produce reports that distinguish retrieved evidence from unresolved questions and clearly document remaining gaps.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking key claims against multiple sources
• Recovering from failed source retrieval
• Documenting evidence and gaps in research reports

Check BibTeX references against web records and export field differences in a spreadsheet. Independent checking depends on an isolated web agent; without isolation, results flag potential issues rather than certify matching entries.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking bibliography fields before paper submission
• Finding author omissions and ordering errors
• Reviewing reference discrepancies in a spreadsheet

Compare local BibTeX references with independently retrieved web records to identify missing or reordered authors, incorrect years, venues, and identifiers. Export a side-by-side spreadsheet with per-reference verdicts and evidence for discrepancies.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking bibliography fields before paper submission
• Finding author omissions and ordering errors
• Reviewing reference discrepancies in a spreadsheet

Develop mathematical proofs in Lean, a system that checks formal proofs, continue unfinished projects, or audit existing results. Check that the theorem matches the original claim, examine its assumptions, and prepare sources and commands for reproduction.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turn a mathematical statement into a checked Lean proof
• Continue an unfinished Lean proof project
• Audit whether a theorem proves the original claim

Search Zhihu, a Chinese knowledge-sharing platform, for answers, articles, people, and topics. Filter by content type and creation date, sort results, and collect structured records containing excerpts, authors, votes, and links across multiple pages.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding Zhihu answers and articles on a topic
• Comparing highly upvoted answers
• Collecting recently created content

Manage mathematical proof projects across Codex runs, keeping sources, attempts, and unresolved steps organized. Prepare manual GPT Pro handoffs for difficult steps, then check returned arguments and edit the proof for clarity.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Continue a proof from a previous run
• Prepare a manual GPT Pro handoff for a difficult lemma
• Track proof sources and unresolved steps

Reviews research ideas, papers, and experimental results through repeated critical discussion. Identifies unsupported claims, missing experiments, and weaknesses in the paper’s story, then records agreed conclusions, evidence requirements, and prioritized improvements in a review document.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing research claims before submission
• Planning the minimum additional experiments
• Matching possible results to defensible claims

Evaluate whether completed experiments support a research claim using a separate Codex reviewer. Identify unsupported conclusions and missing evidence, then determine whether to revise the claim, run additional experiments, or move toward paper writing.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Check research claims before drafting a paper
• Plan additional experiments for incomplete evidence
• Reconsider an approach after unsupported results