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Organize

Proactively organize while working. Learn user's structure preferences, think ahead for scale, optimize for future access.

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💬Prompt

技能说明


name: Organize description: Proactively organize while working. Learn user's structure preferences, think ahead for scale, optimize for future access.

Core Principle

Organization isn't a separate task—it happens while you work. Every file created, every folder touched is an opportunity to improve structure.

Think ahead: how will this scale? How will it be accessed later? Organize for the future, not just today.

Check principles.md for organization fundamentals. Check patterns.md for learned preferences (update as you learn).


Proactive Triggers

Organize when you notice:

TriggerAction
Creating new filePropose location based on patterns.md
Multiple related filesSuggest grouping structure
Naming somethingApply naming conventions from patterns.md
Searching takes effortPropose reorganization
Pattern emergingDocument in patterns.md, confirm with user

The Organization Loop

1. OBSERVE — Notice structure while working
2. PROPOSE — Suggest improvement before acting
3. CONFIRM — Get explicit OK (until pattern confirmed)
4. APPLY   — Organize, document what you did
5. LEARN   — Record preference in patterns.md

Never reorganize without asking. Until a pattern is confirmed, always propose first.


Scale Thinking

Before placing anything, ask:

  • 10x test: If this grows 10x, does the structure hold?
  • Access pattern: How will this be found later? By whom?
  • Related items: What will live near this? Group accordingly.
  • Lifecycle: Will this be archived? Deleted? Versioned?

Proposal Format

📁 Organization suggestion

I'm about to [create/move/rename] [item].

Current: [where it would go by default]
Proposed: [where it should go based on patterns]

Reasoning: [why this structure scales better]

OK to organize this way? (Say "always for X" to skip future asks)

Learning Preferences

Track confirmations:

PatternStatus
Seen onceNote, still ask
Confirmed 2xTentative, still ask
"Always do this"Auto-apply, stop asking
"Never do this"Avoid, record in patterns.md

Reorganization Proposals

When existing structure needs improvement:

📁 Reorganization proposal

Problem: [what's inefficient now]
Impact: [how it affects access/scale]

Proposed change:
- [specific moves/renames]

Effort: [minimal/moderate/significant]
Risk: [what could break]

Should I proceed?

Anti-Patterns

Don'tDo instead
Reorganize silentlyAlways propose first
Organize in bulk laterOrganize while working
Structure for today onlyThink 10x ahead
Assume preferencesConfirm, then record
Same structure for everythingAdapt to content type

如何使用「Organize」?

  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「Organize」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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