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기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.
설치 여부를 결정하기 전에 SKILL.md와 SkillsMP에 표시된 보조 파일을 읽어 보세요.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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npx skills add https://github.com/majiayu000/claude-skill-registry --skill team-topologies명령은 한 줄로 유지됩니다. 복사하기 전에 가로로 스크롤해 전체 내용을 확인하세요.
로컬 사본을 원하시나요? SkillsMP에서 현재 제공할 수 있는 파일을 다운로드하세요.
LLM token logprobs and calibration. Per-decision confidence, ECE, Brier, reliability diagrams, low-confidence triage.
Analyze LLM token logprobs and calibration. Use for per-decision confidence, ECE, Brier scores, reliability diagrams, and low-confidence triage.
回顾最近 N 天的 Claude Code 使用记录——扫描原始会话数据,按主题分组汇总"我都做了什么",并从个人操作系统视角输出模式、风险与增删建议。当用户说 /recap、"看看我这几天做了什么"、"回顾一下我最近的会话"、"这两天我用 claude 干了啥"、"活动回顾" 时使用。
SOC 직업 분류 기준
SKILL.md 표시 중
| name | team-topologies |
| description | Four fundamental team types and interaction modes from Team Topologies |
| allowed-tools | Read, Glob, Grep, Write, Edit |
Use this skill when:
Design team structures using the four fundamental team types from Team Topologies.
Before applying Team Topologies:
docs-management skill for team design patternsTeam Topologies Model:
┌─────────────────────────────────────────────────────────────────┐
│ STREAM-ALIGNED TEAMS │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ Feature │ │ Feature │ │ Feature │ │
│ │ Team A │ │ Team B │ │ Team C │ │
│ └──────┬──────┘ └──────┬──────┘ └──────┬──────┘ │
│ │ │ │ │
│ └────────────────┼────────────────┘ │
│ │ │
│ ┌────────────────┴────────────────┐ │
│ ▼ ▼ │
│ ┌─────────────────┐ ┌─────────────────┐ │
│ │ PLATFORM │ │ ENABLING │ │
│ │ TEAM │ │ TEAM │ │
│ └─────────────────┘ └─────────────────┘ │
│ │
│ ┌─────────────────┐ │
│ │ COMPLICATED │ │
│ │ SUBSYSTEM TEAM │ │
│ └─────────────────┘ │
└─────────────────────────────────────────────────────────────────┘
STREAM-ALIGNED TEAM
Purpose: Primary value delivery, end-to-end ownership
Characteristics:
• Aligned to a single business stream
• Cross-functional (dev, test, ops, UX)
• End-to-end responsibility
• Close to the customer
• Majority of teams should be this type
Responsibilities:
• Own a portion of the value stream
• Deliver features to production
• Respond to customer feedback
• Own operational aspects
• Continuously improve their flow
Examples:
• Checkout Team (e-commerce)
• Mobile App Team
• Customer Onboarding Team
• Payments Team
Anti-patterns:
✗ Depends on many other teams
✗ Blocked frequently
✗ No production ownership
✗ Unclear customer/user
PLATFORM TEAM
Purpose: Reduce cognitive load for stream-aligned teams
Characteristics:
• Treat platform as product
• Internal customers are other teams
• Self-service is the goal
• APIs and documentation focused
• Enable fast flow of stream-aligned teams
Responsibilities:
• Build internal developer platform
• Provide self-service capabilities
• Maintain stability and reliability
• Document and support platform
• Gather feedback from consuming teams
Examples:
• Infrastructure Platform Team
• Developer Experience Team
• Data Platform Team
• Security Platform Team
Platform Thinkables:
┌─────────────────────────────────────────┐
│ PLATFORM LAYERS │
├─────────────────────────────────────────┤
│ Developer Experience │
│ (CLI, portal, templates, docs) │
├─────────────────────────────────────────┤
│ Runtime Platform │
│ (containers, serverless, databases) │
├─────────────────────────────────────────┤
│ Infrastructure │
│ (cloud, networking, security) │
└─────────────────────────────────────────┘
ENABLING TEAM
Purpose: Help stream-aligned teams overcome obstacles
Characteristics:
• Specialists in a particular area
• Temporary engagement model
• Knowledge transfer focus
• Research and evaluate options
• Not doing the work FOR teams
Responsibilities:
• Identify capability gaps
• Research solutions
• Coach and mentor teams
• Help teams adopt new practices
• Measure improvement
Examples:
• DevOps Enablement Team
• Architecture Advisory Team
• Quality Engineering Team
• Agile Coaching Team
Engagement Model:
┌─────────────┐ ┌─────────────┐
│ Enabling │────►│ Stream │
│ Team │ │ Team │
└─────────────┘ └─────────────┘
│
▼
[Time-boxed engagement]
│
▼
[Transfer knowledge & leave]
Anti-patterns:
✗ Permanent dependency created
✗ Doing work instead of enabling
✗ No knowledge transfer
✗ No clear exit criteria
COMPLICATED SUBSYSTEM TEAM
Purpose: Handle complex technical domains
Characteristics:
• Specialists in a complex area
• Reduce cognitive load on others
• Domain requires rare expertise
• Well-defined interfaces
• Relatively rare team type
When to Create:
• Math-heavy algorithms
• Legacy system specialists
• Specialized hardware integration
• Complex regulatory domains
• AI/ML model specialists
Examples:
• Video Codec Team
• Machine Learning Platform Team
• Financial Calculations Team
• Cryptography Team
Warning Signs You Don't Need One:
✗ Creating to "own" technology
✗ Architecture astronaut syndrome
✗ Avoiding sharing knowledge
✗ Politics rather than complexity
Decision Matrix:
┌─────────────────────────────────────────────────────────────┐
│ Question │ Points To │
├─────────────────────────────────────────────────────────────┤
│ Aligned to business capability? │ Stream-aligned │
│ Enables other teams? │ Platform or Enabling │
│ Creates self-service products? │ Platform │
│ Transfers knowledge then leaves? │ Enabling │
│ Requires rare specialist skills? │ Complicated Subsystem │
│ Has internal "customers"? │ Platform │
│ Has external customers? │ Stream-aligned │
└─────────────────────────────────────────────────────────────┘
Target Distribution:
• 80%+ Stream-aligned
• 10-15% Platform
• 5-10% Enabling
• <5% Complicated Subsystem
Team Size Guidelines:
DUNBAR'S NUMBER AND TEAMS:
• 5-9 people per team (ideal)
• 15 max for loose-knit team
• Trust erodes beyond these limits
TWO-PIZZA RULE:
• If can't feed with two pizzas, too big
• Optimizes for communication
COGNITIVE LOAD PRINCIPLE:
• Team must be able to understand their domain
• Too big = too much to know
• Too small = too much per person
ANTI-PATTERNS:
✗ Teams of 1-2 (bus factor, isolation)
✗ Teams of 20+ (communication overhead)
✗ Frequent team changes
How Teams Evolve:
TEAM CREATION:
1. Start with mission/purpose
2. Identify required skills
3. Define boundaries
4. Establish interaction modes
TEAM GROWTH:
1. Add capabilities gradually
2. Watch cognitive load
3. Consider splitting when >9 people
TEAM SPLITTING:
1. Identify natural seams
2. Ensure each has clear purpose
3. Define new interaction modes
4. Plan transition period
TEAM MERGING (Rare):
1. Only when strong synergies
2. Watch for culture clashes
3. Clear combined purpose needed
# Team Topology Assessment: [Organization/Product]
## Current State
### Team Inventory
| Team | Current Type | Size | Dependencies | Issues |
|------|--------------|------|--------------|--------|
| [Name] | [Type] | [N] | [List] | [Problems] |
### Dependency Map
```text
[ASCII dependency diagram]
| Team | Current | Recommended | Rationale |
|---|---|---|---|
| [Name] | [Type] | [Type] | [Why] |
| Team | Type | Purpose |
|---|---|---|
| [Name] | [Type] | [Why] |
| Action | Teams | Rationale |
|---|---|---|
| [Split/Merge] | [Names] | [Why] |
When applying Team Topologies:
For detailed guidance:
Last Updated: 2025-12-26