AI 프롬프트: 스킬 개발

새로운 스킬을 배우는 가장 빠른 방법은 적절한 구조와 피드백을 갖추는 것입니다. 이 프롬프트들은 학습 경로를 만들고, 의도적 연습을 설계하며, 자신의 수준을 정직하게 평가하도록 도와줍니다. ChatGPT, Gemini, Claude에서 테스트되었습니다.

마지막 테스트 날짜 Feb 15, 2026 · 모델: GPT-4o, Gemini 2.0, Claude 3.5 Sonnet, Grok 2
하고 싶은 것 프롬프트 최적 용도
Create a structured learning path 학습 로드맵 ChatGPT
Design deliberate practice sessions 연습 디자이너 Claude
Honestly evaluate your current level 스킬 평가 도구 Gemini
Find the best learning resources 리소스 큐레이터 ChatGPT
Leverage existing skills for faster learning 스킬 전이 발견기 Claude
Build a learning accountability system 책임 파트너 Gemini

학습 로드맵

Create a structured learning path

Build me a learning roadmap for [skill I want to learn].

Current level: [complete beginner / some experience / intermediate]
Goal: [what 'good enough' looks like for you]
Timeline: [weeks or months available]
Learning time: [hours per week]
Learning style: [reading / video / hands-on practice / courses]
Budget for learning: [free only / willing to pay up to $X]

Create:
1. A phased roadmap: foundation, intermediate, and advanced stages
2. Specific resources for each phase (courses, books, tutorials, YouTube channels)
3. Milestone projects that prove competence at each stage
4. The 20% of the skill that delivers 80% of the value (learn this first)
5. Common mistakes beginners make and how to avoid them
6. A weekly study schedule that fits my available time

최적 용도: CHATGPT

ChatGPT curates the best learning resources with specific course names, book titles, and YouTube channels. It knows current pricing and quality ratings for popular learning platforms.

테스트 완료 Feb 15, 2026

프로 팁

Define what 'good enough' looks like before you start. Most skills have diminishing returns after the first 20 hours. AI can help you identify the minimum viable skill level for your goals.

연습 디자이너

Design deliberate practice sessions

Help me design deliberate practice sessions for [skill].

Current level: [where I am now]
Weakest area: [what I struggle with most]
Practice time available: [minutes per session, sessions per week]
Feedback sources: [coach, peers, self-recording, online community]
Past practice: [how I've been practicing and what's not working]

Design:
1. A structured practice session template (warm-up, focused work, review)
2. 5 specific exercises targeting my weakest area
3. A progression plan: how to increase difficulty as I improve
4. How to get useful feedback without a paid coach
5. A 'practice journal' template to track what's working
6. The difference between productive practice and going through the motions

최적 용도: CLAUDE

Claude designs the most psychologically effective practice sessions. It understands deliberate practice principles and creates exercises that target specific weaknesses rather than letting you repeat what you're already good at.

테스트 완료 Feb 15, 2026

프로 팁

Practice at the edge of your ability, not in your comfort zone. If you're succeeding 90% of the time, the exercise is too easy. AI can help you calibrate difficulty to the sweet spot where you're failing 30-40% of the time.

스킬 평가 도구

Honestly evaluate your current level

Help me honestly assess my current skill level in [skill].

How long I've been learning: [timeline]
What I can do well: [list capabilities]
What I struggle with: [list weaknesses]
Feedback I've received: [from others]
Projects or work I've completed: [evidence of skill]
Compared to professionals: [where I think I rank]

Provide:
1. An honest skill level assessment (beginner / intermediate / advanced) with justification
2. A gap analysis: the 5 specific sub-skills I need to develop
3. Ranked priority: which gap to close first for the biggest improvement
4. Benchmarks: what each level looks like specifically for this skill
5. A 'skills matrix' I can use to track improvement over time
6. One blind spot I probably have at my current level

최적 용도: GEMINI

Gemini produces the most structured and measurable skills matrices. Its benchmarking frameworks give you clear criteria for each level so you know exactly when you've leveled up.

테스트 완료 Feb 15, 2026

프로 팁

Record yourself performing the skill and describe what you see. Self-assessment from memory is unreliable — we remember our best performance, not our average. Objective evidence makes AI's assessment much more accurate.

리소스 큐레이터

Find the best learning resources

Curate the best learning resources for [skill].

My level: [beginner / intermediate / advanced]
Learning style: [visual / reading / hands-on / auditory]
Budget: [free / up to $50 / up to $200 / unlimited]
Time commitment: [casual / serious / full-time immersion]
Platform preference: [web / mobile / in-person / books]
Language: [preferred language]

Provide:
1. Top 3 courses ranked by quality-to-price ratio with direct links
2. The single best book for my current level
3. 3 YouTube channels or podcasts for supplemental learning
4. A community or forum where I can ask questions and get feedback
5. One free resource that rivals paid alternatives
6. What to avoid: overhyped resources that waste time at my level

최적 용도: CHATGPT

ChatGPT has the broadest and most current knowledge of learning resources, course platforms, and educational content. It can compare specific courses by curriculum, instructor quality, and user reviews.

테스트 완료 Feb 15, 2026

프로 팁

Start with ONE resource, not five. Collecting courses feels productive but learning from one complete course beats sampling five. Ask AI to pick the single best starting point, then commit to finishing it.

스킬 전이 발견기

Leverage existing skills for faster learning

Help me learn [new skill] faster by leveraging skills I already have.

New skill I'm learning: [target skill]
Skills I'm already good at: [list 5-8 existing competencies]
Professional background: [career history]
Hobbies and interests: [non-work skills]
Learning speed preference: [methodical and thorough / fast and practical]

Analyze:
1. Which of my existing skills transfer to the new skill (and how)
2. Specific mental models or frameworks I already know that apply
3. What I can skip because of transferable knowledge
4. What will feel counterintuitive because my existing skills create bias
5. A 'bridge curriculum' that connects what I know to what I'm learning
6. Estimated learning time savings from skill transfer (vs. starting from zero)

최적 용도: CLAUDE

Claude identifies the most non-obvious skill transfers and explains the connections clearly. It also warns about negative transfer — where existing skills create bad habits in the new domain.

테스트 완료 Feb 15, 2026

프로 팁

Musicians learn languages faster. Athletes learn dance faster. Programmers learn statistics faster. Your existing skills are accelerators, not irrelevant background. Tell AI everything you're good at, even if it seems unrelated.

책임 파트너

Build a learning accountability system

Help me stay accountable while learning [skill].

Learning goal: [what I want to achieve]
Timeline: [deadline or target date]
Accountability history: [have I stuck with learning plans before?]
Motivation type: [rewards / consequences / social pressure / tracking progress]
Learning schedule: [when and how often I plan to study]
Support system: [study buddy, online community, mentor, solo]

Build:
1. A weekly accountability check-in template with honest self-assessment questions
2. A 'commitment contract' with specific consequences for falling behind
3. How to find and work with a learning accountability partner
4. A public learning log format (blog, social media, or journal)
5. A milestone celebration plan that reinforces continued learning
6. An 'emergency protocol' for weeks when motivation disappears completely

최적 용도: GEMINI

Gemini creates the most structured and functional accountability systems with specific templates and schedules. Its commitment contracts include realistic consequences that actually motivate.

테스트 완료 Feb 15, 2026

프로 팁

Make your learning public. Tweeting what you learned today, writing a weekly blog post, or sharing with a Discord community creates social accountability that's more powerful than private tracking.

모델 비교

실제 테스트 결과를 기반으로 합니다 — 추측이 아닙니다. 테스트 방법론 보기

G

Gemini

Best for skill assessments and accountability systems. Creates structured matrices and tracking frameworks that make progress visible and measurable.

결과 출처: Gemini 2.0 Flash · 테스트 완료 Feb 15, 2026
C

ChatGPT

Best for learning roadmaps and resource curation. Has the broadest knowledge of courses, books, and learning platforms with current pricing and quality information.

결과 출처: GPT-4o · 테스트 완료 Feb 15, 2026
C

Claude

Best for deliberate practice design and skill transfer analysis. Understands learning science deeply and creates practice sessions that target specific weaknesses effectively.

결과 출처: Claude 3.5 Sonnet · 테스트 완료 Feb 15, 2026
G

Grok

Recommends fast, practical learning paths focused on real-world application over formal credentials. Strong at identifying the 20% of skills that deliver 80% of results, but less thorough on structured learning progressions than GPT-4o.

결과 출처: Grok 2 · 테스트 완료 Feb 15, 2026

NailedIt에서 사용해보기

위의 프롬프트를 NailedIt에 붙여넣고 모델을 나란히 비교해 보세요.

프로 팁

1

Learn in public, improve in private. Share what you're learning to create accountability, but do your difficult practice sessions alone. Public performance anxiety kills the experimentation that accelerates learning.

2

Teach to learn. The fastest way to solidify knowledge is to explain it to someone else. After each learning session, write a brief summary as if teaching a friend. AI can quiz you to find gaps in your understanding.

3

Focus on fundamentals longer than feels comfortable. Beginners rush to advanced techniques because fundamentals feel boring. But 90% of skill comes from 10% of the fundamentals mastered deeply. Ask AI which fundamentals matter most for your specific goal.