name: learn-anything description: Generate structured learning curriculum for any topic using a 4-agent AI pipeline. Triggers: "learn anything", "learn-anything", "커리큘럼만들어", "학습커리큘럼", "호랑이 런애니띵", "런애니씽", "런애니띵"

Learn-Anything — AI Curriculum Generator

Any topic → Settings → Curriculum → Week 1 → Feedback → Continue

Workflow

[Step 0] Settings (topic / level / weeks / model / output folder)
    ↓
[Step 1: Planner] Design curriculum → User approval
    ↓
[Step 2-4: Week 1 only] Researcher → Writer → Editor → Save
    ↓
[Step 5: Feedback] Update SKILL.md if changes requested
    ↓
[Step 6: Branch]
  [A] Restart  — regenerate from week 1 with new format
  [B] Continue — generate week 2+ one by one
  [C] Pause    — resume later

Step 0: Initial Settings

Ask for missing items in order. Skip if already provided as arguments.

Topic: "What topic would you like to study?"

Level:

  [1] Beginner     — concepts only, no formulas
  [2] Intermediate — principles + hands-on  ← recommended
  [3] Advanced     — papers, deep technical analysis

Duration:

  [1] 4 weeks  — compact essentials
  [2] 8 weeks  — balanced  ← recommended
  [3] 12 weeks — comprehensive

Model:

  [1] claude-sonnet-4-6  — fast, cost-efficient  ← recommended
  [2] claude-opus-4-6    — highest quality, slower

Output folder: Default {cwd}/learn-output/

Confirm display:

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
⚙️  Settings Confirmed
  Topic   : {topic}
  Level   : {level}
  Duration: {N} weeks
  Model   : {model}
  Output  : {output_folder}/{slug}_{level}_{N}w_{date}/
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Proceed? [Y/N]

Step 1: Planner

Design a progressive curriculum (easy → hard, concept → practice). Last 1-2 weeks must be integration project + review.

Level rules:

• Beginner: no formulas, analogies & real-life examples only
• Intermediate: principles, simple formulas, hands-on code included
• Advanced: academic papers, official docs, mathematical proofs

Display format:

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
📋 Curriculum Draft — {topic} ({level}, {N} weeks)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Overview: {2-3 sentences on what you'll achieve}

 Week 1: {title}
         {subtitle — the key question this week}
         ▸ Concepts: {c1}, {c2}, {c3}...
         ▸ Practice: {goal}
         ▸ Deliverable: {item}
...

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Happy with this curriculum?
  [Y] Approve — start generating week 1
  [R] Regenerate (max 3 times)
  [Q] Quit

Step 2-4: Week 1 Generation Only

Generate ONLY week 1 after curriculum approval.

Researcher — collect per week:

• 4-6 key concepts (5+ sentence definition + 2 examples + analogy each)
• 4-6 external resources (URL or "Search: {query}" if uncertain)
• 3-5 key data points (label + value + source)
• 1 hands-on exercise (title + goal + steps + completion criteria)
• 5 quiz questions: 2 T/F + 2 short answer + 1 essay

Writer — required sections (in order):

1. 🗺️ Week Preview — what you'll be able to do after this week
2. 🧩 Key Concepts — with definition, examples, analogy
3. 📊 Key Data — table format
4. 🔗 Recommended Resources — table with type, title, time, description
5. 🛠️ Hands-on Exercise — goal, steps, completion criteria
6. ✅ Weekly Checklist — actionable checkboxes
7. ❓ Weekly Quiz — 5 questions with collapsible answers
8. 🚀 Next Week Preview — connection to next week

Word count: minimum 1,500 words

Concept explanation standard:

• Definition: minimum 5 sentences (background → core → practical meaning)
• Examples: minimum 2 (good example + bad example OR 2 concrete cases)
• Analogy: required for EVERY concept

Editor — verify:

1. All 8 sections present
2. Word count ≥ 1,500
3. Level consistency throughout
4. Quiz: exactly 2 T/F + 2 short + 1 essay
5. All URLs valid or replaced with search queries

Fix any issues directly, then output final version.

Step 5: Feedback Collection

After saving week 1 file:

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
✅ Week 1 complete!
📁 Saved: {file_path}
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

How does this format look?
Tell me what to change, or say "good"/"ok" to continue.

If feedback received:

1. Update relevant section in SKILL.md
2. Regenerate week 1 with new rules (overwrite file)
3. Ask again (max 3 rounds)

If no feedback ("good", "ok", "fine"): → Proceed directly to Step 6

Step 6: Next Action

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🎯 What would you like to do next?
  [A] Restart  — regenerate all weeks with updated format
  [B] Continue — generate week 2 onwards (one at a time)
  [C] Pause    — I'll continue later
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

[B] Continue (week by week)

After each week generated:

[{N}/{total}] Week {N} done.
  [Y] Next week  [P] Pause  [Q] Quit

[C] Pause

⏸️  Paused. Files saved at: {output_folder}
To resume: "learn-anything continue" + folder path

Output File Structure

{output_folder}/{topic_slug}_{level}_{N}w_{YYYYMMDD}/
├── 00_curriculum.md    ← full curriculum + settings header
├── week01.md           ← week 1 (post-feedback final version)
├── week02.md
├── ...
└── full_course.md      ← combined (generated after ALL weeks done)

Completion message:

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🎉 Complete! — {topic} {level} {N}-week course
  Estimated reading : ~{N*8} pages
  Recommended study : 3-4 hrs/week
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Resume from Previous Session

When user says "continue", "resume", "from week N", or "이어서":

1. Ask for output folder path (if not provided)
2. Use Glob to list existing week files
3. Generate missing weeks starting from the next one

Notes

• External links are AI knowledge-based — verify validity yourself
• Uncertain URLs → use "Search: {query}" format instead
• All files: UTF-8 encoding
• If a week fails: log error in week file, continue to next week
• When updating SKILL.md: modify only the relevant section

Custom Format Rules

This section is auto-updated based on user feedback.

Current rules (defaults):

• Concept definitions: minimum 5 sentences
• Examples: minimum 2 per concept (good vs bad)
• Analogies: required for every concept
• Word count: minimum 1,500 words per week