리서치·학습 스킬

Learn to examine compiled programs through one interactive lesson per session. Labs and quizzes cover file formats, machine instructions, program behavior, and analysis tools, while recorded observations provide evidence for completing each lesson and resuming later.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Learn to read programs you compiled yourself
• Study binary formats and machine instructions
• Check analysis claims against observed output

Learn to create, discover, invoke, secure, evaluate, package, and port Agent Skills through one interactive lesson at a time. Practical checkpoints and quizzes track demonstrated progress in a local file, so later sessions resume where you stopped.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Learn to build and invoke a minimal Agent Skill
• Understand discovery and automatic routing
• Check permission, sandbox, and trust boundaries

Find relevant lessons in AI Engineering from Scratch from a topic, question, or bug. Get a short selection of lessons, necessary prerequisites, and the next learning command, with dedicated routes for specialized subjects.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding lessons on a topic you want to learn
• Locating lessons that explain a bug's underlying cause
• Choosing what to study next based on your progress

Take a ten-question interactive quiz across five AI and machine learning areas. Use the results to find a starting point in a 523-lesson curriculum, identify topics to review, and estimate the time for your learning path.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Find where to begin studying AI and machine learning
• Skip familiar material in the curriculum
• Identify areas that need review

Start AI Engineering from Scratch with a brief interview and placement quiz. Create a persistent LEARNING.md study plan recording your goals, starting phase, pace, and learning path for later sessions with the learn skill.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Creating a study plan when starting the curriculum
• Choosing a starting phase based on current knowledge
• Recording learning goals, available time, and a build goal

Study Model Context Protocol (MCP), which connects AI applications with external tools, through guided lessons and exercises. Inspect requests and responses, practice implementation and security checks, and record progress alongside observed results.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Learn MCP fundamentals through requests and responses
• Practice building MCP clients and servers
• Study authorization, security, and operational failures

Prepare for the MCPA certification through interactive lessons, local Python labs, diagnostic assessments, and mock exams. Track progress, revisit weak domains, and resume learning, with guided support for learners who do not write code.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Starting an MCPA study plan
• Resuming the next unfinished lesson
• Learning through guided no-code labs

Test your understanding of a phase in AI Engineering from Scratch through eight multiple-choice questions. Receive a score, explanations for incorrect answers, and specific lessons to review before continuing your studies.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking your understanding after completing a phase
• Assessing readiness for the next phase
• Finding lessons to review from incorrect answers

Prepare for four Claude certification tracks through guided lessons, practical exercises, quizzes, and mock exams. The tutor checks understanding and learner-created work, records progress, and uses assessment results to guide review.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choosing a certification track for a learning goal
• Resuming lessons from saved progress
• Completing guided exercises without writing code

Learn AI engineering by building a project one stage at a time. The tutor guides predictions, learner-written code, automated checks, and reflection, then records progress so the next session can continue from the right stage.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Learn AI engineering through hands-on projects
• Resume a project from the next unfinished stage
• Find coding mistakes with step-by-step hints

Study AI engineering through interactive terminal lessons with explanations, coding exercises, and quizzes. The tutor follows your recorded progress, revisits previous material, adapts to your answers, and logs results and topics that need review.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Resuming lessons from recorded progress
• Learning concepts through coding exercises
• Checking understanding with lesson quizzes

Retrieve pages blocked by web access filters, read Chinese and social platforms through dedicated tools, and inspect archived copies with their dates. Escalate to browser interaction when simpler extraction methods cannot provide the needed content.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Read a page that returns a 403 error
• Retrieve posts from Chinese platforms
• Check dated archives of unavailable pages

Research recent X posts by narrowing dates, trusted accounts, and keywords. Compare posts with web search results, link to the original posts, and distinguish reported reactions from claims that lack independent confirmation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Check recent X reactions to news or product launches
• Research posts from trusted accounts
• Read replies and quotes for context

Investigate a topic with cooperating agents that divide the research, challenge findings, and track evidence. Produce a cited synthesis with an auditable research record, verification artifacts where needed, and explicit treatment of unresolved or refuted claims.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating a topic from several perspectives
• Checking conflicting claims against evidence
• Researching code alongside external documentation

Research a topic across multiple sources and turn the findings into a readable report. The skill coordinates separate research agents to compare options, examine markets or trends, and synthesize literature into a coherent narrative.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Comparing products or services
• Researching markets and industry trends
• Reviewing studies on a topic

Research many companies, people, or topics in parallel using the same required fields. The skill coordinates individual research tasks, combines results into a consistent structure, and reports coverage, failed inputs, and remaining gaps.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Researching multiple companies using the same fields
• Screening many people or topics
• Combining independent findings into a consistent result set

Research current web sources through multiple searches and primary documents. Cross-check key figures, explain conflicting evidence, and produce a single-file HTML report with linked sources, dates, and clear distinctions between findings and inference.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Research current information with linked evidence
• Check important figures across independent sources
• Document conflicting claims or limited evidence

Find public web images from a text query and return image URLs with their source pages. Use the results to select visuals for documents, feeds, or creative references, with checks for image links used in deliverables.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Find image candidates for a document
• Collect visual references for a design
• Find remote image URLs for a feed

Research a question from five search angles, gather sources, and test their claims through multiple verification judgments. The workflow combines overlapping findings and produces a cited report with conclusions ranked by confidence.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating a topic from several perspectives
• Checking claims across multiple web sources
• Preparing a research report with citations

Get guidance on Codex, OpenAI APIs, and ChatGPT Work using official documentation with citations. Use it to investigate settings and errors, compare models, plan migrations, or work on prompts and API integrations.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Check Codex settings and troubleshoot errors
• Compare models for a particular task
• Plan a model migration and prompt changes

Plan and edit a presentation explaining the progression from unstructured Claude Code use to configured engineering workflows. It provides a teaching sequence, proficiency levels, and a TodoApp example connecting project instructions, skills, agents, and automation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Structuring a Claude Code training presentation
• Checking the order of slide concepts
• Explaining workflows through TodoApp examples

Research recent discussions about a topic across social platforms, communities, and the web. Collect posts and engagement from the last 30 days, summarize supported findings with source links, and diagnose unavailable or broken research sources.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing reactions to a product or announcement
• Comparing recent user opinions about tools
• Finding topics gaining attention in a field

Turn interviews, surveys, support conversations, and public reviews into evidence-based customer insights. Identify recurring problems, buying triggers, and customer language, then build research reports, quote collections, or personas and plan interviews or surveys to fill gaps.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Analyze customer interview transcripts
• Find recurring themes in reviews and support tickets
• Build customer personas from research evidence

Find facts and data with web search, prioritizing primary or authoritative sources. Record exact figures, units, time periods, and source URLs in shared history so later calculation, coding, or writing can use traceable evidence.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding facts backed by primary or authoritative sources
• Recording figures with units, time periods, and source URLs
• Collecting evidence before calculation or writing