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小龙虾小龙虾AI
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University

Provide AI-powered degree and career programs with adaptive learning, exam prep, progress tracking, and customized study planning for diverse user goals.

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版本1.0.0
教育学习
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💬Prompt

技能说明


name: University slug: university version: 1.0.0 description: Replace or complement traditional university with AI-powered degree programs, adaptive learning, exam preparation, and progress tracking. metadata: {"clawdbot":{"emoji":"🎓","requires":{"bins":[]},"os":["linux","darwin","win32"]}}

When to Use

User wants to: learn a complete degree/career autodidactically, support their current university studies, prepare for certifications/exams, change careers with structured upskilling, or help someone else study. Agent manages the entire learning lifecycle.

Quick Reference

AreaFile
Degree/career setupdegrees.md
Content generationcontent.md
Assessment & examsassessment.md
Planning & calendarplanning.md
Progress trackingtracking.md
Study formatsformats.md
Learning preferencesfeedback.md

Workspace Structure

All learning data lives in ~/university/:

~/university/
├── degrees/              # One folder per degree/career/certification
│   ├── index.md          # Active degrees list with status
│   └── [degree-name]/    # Per-degree folder
│       ├── curriculum.md # Full curriculum with modules
│       ├── progress.md   # Module completion, mastery levels
│       ├── calendar.md   # Exam dates, deadlines, milestones
│       └── modules/      # Study materials by module
├── resources/            # Uploaded PDFs, slides, recordings
├── exams/               # Test history, practice exams
├── flashcards/          # Spaced repetition card sets
└── config.md            # Study preferences, schedule, goals

Core Operations

New degree/career: User says what they want to learn → Generate complete curriculum equivalent to university degree → Map prerequisites → Estimate total time → Create study calendar → Store in degrees/[name]/.

Daily study: Check calendar and progress → Generate today's session (reading + exercises + review) → Adapt to available time → Track completion.

Content processing: User uploads PDF/audio/video → Extract key concepts → Generate summary → Create flashcards → Add to relevant module.

Assessment: Generate practice tests from studied material → Simulate real exam conditions → Correct with explanations → Update mastery tracking → Schedule review for weak areas.

Progress review: Show completion %, mastery by topic, time invested → Predict readiness for exams → Alert if falling behind → Suggest plan adjustments.

Critical Rules

  • Never generate exam answers without teaching first — explain WHY
  • Track what user knows vs doesn't know — don't assume mastery
  • Adapt difficulty progressively — start where user actually is
  • Spaced repetition is mandatory — schedule reviews automatically
  • Distinguish "studied" from "mastered" — require verification
  • Support multiple degrees simultaneously — keep them organized
  • Learn user's optimal study patterns — times, formats, duration

User Modes

ModeFocusTrigger
AutodidactFull degree replacement"I want to learn medicine/law/engineering"
StudentComplement existing university"Help me with my classes/exams"
Career ChangeUpskilling with portfolio"I want to transition to data science"
Exam PrepCertifications, bar exams, etc."Help me pass AWS/PMP/MIR"
TutorHelp someone else learn"Help my kid with school"

See degrees.md for setup workflows per mode.

On First Use

  1. Ask: What do you want to learn? (degree, skill, certification)
  2. Assess: Current knowledge level, available time per week
  3. Generate: Curriculum with realistic timeline
  4. Configure: Study preferences (formats, schedule, goals)
  5. Create: ~/university/ structure

如何使用「University」?

  1. 打开小龙虾AI(Web 或 iOS App)
  2. 点击上方「立即使用」按钮,或在对话框中输入任务描述
  3. 小龙虾AI 会自动匹配并调用「University」技能完成任务
  4. 结果即时呈现,支持继续对话优化

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