freemcplab / 디렉터리 / 플레이그라운드 / human-skill-tree

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human-skill-tree

Name: human-skill-tree (Claude Skill)
Author: 24kchengYe

제작: 24kchengYe · 24kchengYe/human-skill-tree

33 learning skills from K-12 through career — turns Claude into a tutor that uses spaced repetition, active recall, and Socratic dialogue instead of just answering.

A skill collection for structured lifelong learning. Rather than giving direct answers (which research shows reduces skill acquisition), these 33 skills enforce pedagogical guardrails: spaced repetition, active recall, Socratic questions, and formative assessment. Covers K-12 subjects, university courses, research skills, career skills, and social intelligence across 800+ subjects and 15 education systems.

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왜 쓰나요

핵심 기능

33 teaching skills grounded in cognitive-science practice
Enforces active recall and spaced repetition instead of direct answers
Socratic-dialogue mode for critical thinking
Cross-agent: Claude, ChatGPT, Gemini, Copilot, DeepSeek
800+ subjects across 15 national education systems

라이브 데모

실제 사용 모습

human-skill-tree-skill.replay ▶ 준비됨

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설치

작성자 저장소 · Claude Skills 공식 문서

사용 사례

실전 활용법: human-skill-tree

Prep for a high-school calc exam without getting answers spoon-fed

👤 High school and early-college students ⏱ ~45 min beginner

언제 쓸까: You have two weeks before an exam and want to actually learn the material.

흐름

Start a study session

Use the human-skill-tree math skill. Quiz me on derivatives — start with what I already know, then push me.✓ 복사됨

→ Diagnostic question before instruction; answers withheld until I try
Spaced review

End of session — schedule my next review.✓ 복사됨

→ Spaced repetition schedule with specific topics

결과: Actual skill acquisition, not homework speedruns.

함정

Student pushes for direct answers — The skill's design resists this; if you short-circuit it you lose the benefit

함께 쓰기: tutor-skill

Build a career skill (e.g. negotiation) through Socratic dialogue

👤 Early- to mid-career professionals ⏱ ~30 min intermediate

언제 쓸까: You want depth in a soft skill, not another article recap.

흐름

Pick a target skill

Use the negotiation skill. I want to get better at salary negotiation.✓ 복사됨

→ Skill opens with a diagnostic scenario
Role-play

Let's run a scenario — you're the hiring manager, I'm the candidate.✓ 복사됨

→ Pressure-tested role play with post-debrief

결과: Rehearsed responses you can bring to a real negotiation.

함정

Role play too easy — Tell the skill to increase difficulty — harder counteroffers, more pushback

조합

다른 MCP와 조합해 10배 효율

human-skill-tree-skill + tutor-skill

Pair with tutor-skill's Obsidian study vaults for persistent notes

Use human-skill-tree for the dialogue, tutor-skill to save notes into my Obsidian vault.✓ 복사됨

human-skill-tree-skill + filesystem

Store progress logs for each subject

Save today's session summary and spaced-rep schedule under ~/learning/calc/.✓ 복사됨

도구

이 MCP가 노출하는 것

도구	입력	언제 호출
Diagnostic assessment	topic	Start of any learning session
Active recall drills	studied material	Mid-session reinforcement
Socratic dialogue	concept	Conceptual depth, critical thinking
Spaced-repetition scheduling	session results	End of session

비용 및 제한

운영 비용

API 쿼터: None
호출당 토큰: Moderate — dialogue-heavy by design
금액: Free — skill is local
팁: Long dialogue sessions can burn tokens; break into 30-45 min chunks.

보안

권한, 시크릿, 파급범위

자격 증명 저장: No credentials — skill is prompts

데이터 외부 송신: None

Learning progress stored locally; don't treat it as an official record for accreditation.

문제 해결

자주 발생하는 오류와 해결

Skill gives direct answers when asked to quiz

Explicitly say 'pedagogical mode — withhold answers until I try'.

Drills feel repetitive

Ask for interleaved practice across related topics, not blocked on one.

대안

human-skill-tree 다른 것과 비교

대안	언제 쓰나	단점/장점
tutor-skill	You want PDF-to-Obsidian study vaults, not live tutoring	Different modality — document-centric vs dialogue-centric
Anki / spaced-repetition apps	You want purpose-built SRS tooling	Deeper SRS but no tutoring dialogue