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tutor-skills

автор bevibing · bevibing/tutor-skills

Two skills — tutor-setup turns PDFs/docs/codebases into an Obsidian study vault; tutor then quizzes you with progress tracking and spaced review.

Pairs content ingestion with interactive quizzing. tutor-setup scans your sources (PDFs, text, HTML, or code), extracts concepts with verified source mapping, and builds an Obsidian vault with wiki-linked notes, diagrams, and questions. tutor runs rounds of 4 questions with emoji-tracked mastery, diagnostic sessions, drills, and hard-mode reviews.

▶ Смотреть демо 📦 Установить 💡 Сценарии

Зачем использовать

Ключевые функции

Живое демо

Как выглядит на практике

tutor-skill.replay ▶ готово
0/0

Установка

Репозиторий автора · Официальная документация Claude Skills

Сценарии использования

Реальные сценарии: tutor-skills

Turn a 400-page textbook PDF into a study vault you can actually use

👤 Students and self-learners ⏱ ~90 min intermediate

Когда использовать: You have a textbook and would rather quiz yourself than re-read it.

Предварительные требования
  • Obsidian installed — obsidian.md — free
  • Claude Code CLI — Required for running the skills
Поток
  1. Run tutor-setup
    Use tutor-setup on ./textbook.pdf — build the vault at ~/vaults/calc.✓ Скопировано
    → Vault created with chapter notes, concept maps, and question bank
  2. Start a study session
    Use tutor. Start a diagnostic session on chapter 3.✓ Скопировано
    → 4 questions with grading and mastery update
  3. Review weak areas
    Show my weak concepts and drill them.✓ Скопировано
    → Targeted drill on lowest-mastery concepts

Итог: A personal study vault plus a working retention loop.

Подводные камни
  • PDFs with poor OCR yield low-quality notes — Run OCR with a better tool first if the source is image-based
Сочетать с: human-skill-tree-skill

Onboard to an unfamiliar codebase via guided quizzing

👤 New hires and contractors ⏱ ~120 min intermediate

Когда использовать: You inherited a 50k-line codebase and reading it linearly isn't working.

Поток
  1. Ingest the repo
    Use tutor-setup on ~/src/acme-api. Trace the architecture and build onboarding exercises.✓ Скопировано
    → Vault with module map, architecture diagrams, and exercise questions
  2. Run onboarding exercises
    Use tutor. Start the onboarding track.✓ Скопировано
    → Exercises that force you to navigate the code to answer

Итог: Faster ramp-up than reading docs cover-to-cover.

Подводные камни
  • Generated exercises too shallow — Ask tutor-setup to focus on specific modules rather than the whole repo
Сочетать с: filesystem

Комбинации

Сочетайте с другими MCP — эффект x10

tutor-skill + human-skill-tree-skill

Document-centric (tutor) + dialogue-centric (human-skill-tree)

Use tutor on my textbook, then switch to human-skill-tree for Socratic discussion of the hard concepts.✓ Скопировано
tutor-skill + filesystem

Save progress summaries outside the vault for version control

Every week, snapshot my mastery report to ~/learning-log/.✓ Скопировано

Инструменты

Что предоставляет этот MCP

ИнструментВходные данныеКогда вызыватьСтоимость
tutor-setup source files (PDF/text/HTML/code) Start of a new study topic LLM tokens for extraction
tutor (quiz rounds) vault + focus topic Regular study sessions Tokens per round
Diagnostic mode topic Start of topic or after time away Tokens
Drill mode weak concepts Mid-study reinforcement Tokens
Hard-mode review mastered concepts Confidence check before exam Tokens

Стоимость и лимиты

Во что обходится

Квота API
None
Токенов на вызов
Setup can be heavy (20-100k tokens for a big PDF). Quizzes are light (2-5k per round).
Деньги
Free — skill is local. Obsidian is free.
Совет
Split large textbooks by chapter for setup to keep ingestion manageable.

Безопасность

Права, секреты, радиус поражения

Хранение учётных данных: No credentials — skill is prompts + local file ops
Исходящий трафик: None — everything runs locally

Устранение неполадок

Частые ошибки и исправления

Vault notes missing concepts from the source

Re-run tutor-setup with chapter-level focus; full-book in one pass can skim.

Questions feel too easy

Switch to hard-mode review or ask tutor for application-level questions.

Obsidian doesn't show the wiki-links

Check vault settings; enable backlinks and graph view plugins.

Альтернативы

tutor-skills в сравнении

АльтернативаКогда использоватьКомпромисс
human-skill-tree-skillYou prefer dialogue-based learning without a document vaultDifferent modality — no persistent vault
AnkiYou want pure SRS without the AI tutoring layerStronger SRS, no content generation

Ещё

Ресурсы

📖 Читать официальный README на GitHub

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