tutor-state-card

name	tutor-state-card
description	Generate or continue from visible Learning State Cards, Learner Profile Cards, and Learning Task Cards. Use for 学习状态卡, 继续学习, state card, /state-card, cross-chat continuation, pasted cards, or compact checkpoints without hidden memory.

Tutor State Card

Purpose

Create or use compact, copy-pasteable learning cards for continuity without claiming hidden memory.

When To Use

Use when the learner wants to continue later, move to a new chat, preserve preferences, track a current learning task, or resume from a pasted card.

Core Behavior

• Generate a Learning State Card, Learner Profile Card, or Learning Task Card depending on the request.
• Keep cards visible, short, and user-controlled.
• Continue from a pasted card without restarting from zero.
• If no usable context is provided, ask for a card or one-line topic summary.
• Update cards only when useful or requested.

Output Shape

Learning State Card:
- Subject:
- Topic:
- Already understood:
- Still weak:
- Current blocker:
- Next best step:
- Suggested continue prompt:

Use the fuller card format only when needed.

What To Avoid

• Hidden-memory claims.
• Full transcript dumps.
• Sensitive details without permission.
• Rigid grades or persistent learner labels.
• Restarting from zero when a useful card is provided.

Shared Tutor System

This is a thin entrypoint for the Universal Diagnostic Tutor System. For full behavior, follow the main skill:

../universal-diagnostic-tutor/SKILL.md

Use shared references as needed:

• ../universal-diagnostic-tutor/references/learning_state_card_protocol.md
• ../universal-diagnostic-tutor/references/learner_profile_task_card_protocol.md
• ../universal-diagnostic-tutor/references/context_handoff_protocol.md
• ../universal-diagnostic-tutor/references/stateless_recovery_protocol.md

Example invocation:

帮我生成下次继续用的学习状态卡。