socrates-skill — Установка & Живое демо

Зачем использовать

Ключевые функции

Never gives direct answers — enforces discovery
Works on code, docs, PDFs, configs, papers
Five-step loop: read -> assess -> guide -> adapt -> confirm
Auto-detects user language
Activated by keyword — no per-message ceremony

Живое демо

Как выглядит на практике

socrates-skill.replay ▶ готово

0/0

Установка

Репозиторий автора · Официальная документация Claude Skills

Сценарии использования

Реальные сценарии: socrates-skill

Understand an unfamiliar codebase deeply

👤 Engineers onboarding to a new codebase ⏱ ~45 min intermediate

Когда использовать: You inherited a codebase and want to learn it, not just skim.

Поток

Ask Socratic to guide you through the auth flow

Socratic: help me understand the authentication flow in this repo. Start from the first request.✓ Скопировано

→ Claude asks: 'Where does the request first hit your code? Which file?'
Answer iteratively

Answer honestly where you're unsure.✓ Скопировано

→ Questions adapt to your depth of understanding
Summarize

At the end, summarize the flow — Claude confirms or corrects via more questions.✓ Скопировано

→ You wrote the summary, not Claude

Итог: You actually understand the flow, verified by your own summary.

Подводные камни

Getting frustrated and begging for the answer — That's the point — the skill enforces. Step away and come back if stuck.

Сочетать с: filesystem

Work through a research paper with a Socratic guide

👤 Researchers, grad students ⏱ ~60 min intermediate

Когда использовать: A paper is dense and you want to internalize the argument, not skim.

Поток

Point Claude at the PDF

Socrates — guide me through this paper's core argument. Start with the setup.✓ Скопировано

→ Opens with a gauge question
Iterate

Answer and ask for clarification when needed.✓ Скопировано

→ Progression from setup -> method -> results -> limits

Итог: A clear mental model of the paper that survives your next conversation about it.

Сочетать с: arxiv

Debug a tricky performance issue through guided questioning

👤 Engineers who want to reason about a bug, not just take a fix ⏱ ~45 min advanced

Когда использовать: A non-obvious performance or concurrency bug you want to really understand.

Поток

Describe symptoms

Use socratic method to explore performance issues in this code. Here are the symptoms.✓ Скопировано

→ Claude asks what you've measured, not what you suspect
Follow the questioning

Run the measurements Claude suggests; report back.✓ Скопировано

→ Funnel narrows to the actual cause

Итог: You found the root cause and can explain it.

Сочетать с: chrome-devtools

Комбинации

Сочетайте с другими MCP — эффект x10

socrates-skill + filesystem

Claude reads source files silently before questioning

Socratic: walk me through the billing logic — read src/billing/ first.✓ Скопировано

socrates-skill + arxiv

Pair with arxiv to pull papers Claude will guide you through

Pull the RLHF paper from arxiv, then socratically teach me.✓ Скопировано

Инструменты

Что предоставляет этот MCP

Инструмент	Входные данные	Когда вызывать	Стоимость
socratic_guide	material + goal	Include 'socratic' / 'socrates' / 소크라테스 in your message	0

Стоимость и лимиты

Во что обходится

Квота API: None
Токенов на вызов: Low per turn; high across a long session
Деньги: Free
Совет: Use a mid-tier model — Opus is overkill for Socratic questioning

Безопасность

Права, секреты, радиус поражения

Хранение учётных данных: None

Исходящий трафик: None beyond the model call

Устранение неполадок

Частые ошибки и исправления

Claude gives direct answers anyway

Reinforce by saying 'stick to Socratic method — no direct answers'

Questions feel too basic

Tell it your starting level: 'assume I know X'

Альтернативы

socrates-skill в сравнении

Альтернатива	Когда использовать	Компромисс
Regular chat	You just need the answer and will learn separately	No forced understanding

Ещё

Ресурсы

📖 Читать официальный README на GitHub

🐙 Открытые задачи

🔍 Все 400+ MCP-серверов и Skills