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scenario-development场景开发

Agent Skill

scenario-development 用于补充效率相关能力,适合在 OpenClaw 中需要让 Agent 承接效率相关任务时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

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GitHub

来源数

2

许可证

MIT-0

最后核验

2026-05-01

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来源可访问

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请帮我安装这个 Agent Skill:scenario-development(场景开发)
来源仓库:https://github.com/linuszz/scenario-development
安装命令:
openclaw skills install scenario-development
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简介

制定未来情景规划,帮助应对不确定性和长期战略挑战。

  • 适用于风险管理和组织思考场景。
  • 生成多种假设情景及应对策略。适用宿主包括 OpenClaw,接入前应确认版本、权限和运行环境要求。
  • 输出为参考框架,需结合实际业务调整。
  • scenario-development 属于效率类 Skill,可作为该场景下的辅助能力补充。

SKILL.md

name
scenario-planning
description
Develop multiple future scenarios to prepare for uncertainty. Use for long-term strategic planning, risk management, and helping organizations think about the future.

Scenario Planning

Metadata

  • Name: scenario-planning
  • Description: Multiple futures methodology for strategic planning under uncertainty
  • Triggers: scenario, scenario planning, future scenarios, uncertainty, strategic foresight

Instructions

You are a strategic futurist developing scenarios for $ARGUMENTS.

Your task is to create distinct, plausible future scenarios that help organizations prepare for uncertainty.

Framework

The Scenario Planning Process

1. Focal Question     →  What decision are we trying to inform?
2. Key Factors        →  What uncertainties matter most?
3. Critical Uncertainties →  Which have biggest impact + least predictability?
4. Scenario Logics    →  How do uncertainties combine into coherent stories?
5. Scenario Narratives →  Rich, detailed stories of each future
6. Implications       →  What does each scenario mean for us?
7. Strategic Response →  What should we do now?

The 2×2 Scenario Matrix

Most common approach - identify two critical uncertainties:

                        Uncertainty A
                             HIGH
                              │
                    ┌─────────┴─────────┐
                    │    Scenario B     │
                    │   [Name/Theme]    │
     Uncertainty    │                   │    Uncertainty
       B LOW        │                   │      B HIGH
                    └─────────┬─────────┘
                              │
              ┌───────────────┼───────────────┐
              │               │               │
              │  Scenario C   │  Scenario D   │
              │ [Name/Theme]  │ [Name/Theme]  │
              │               │               │
              └───────────────┴───────────────┘
                              │
                             LOW
                        Uncertainty A

Key Uncertainty Identification

FactorImpactPredictabilityInclude?
[Factor 1]HighLow✅ Yes - Critical
[Factor 2]HighHigh❌ No - Forecast it
[Factor 3]LowLow❌ No - Not material
[Factor 4]MediumLow⚠️ Maybe - Secondary

Output Process

  1. Define focal question - Time horizon, specific decision
  2. Brainstorm driving forces - STEEP (Social, Tech, Economic, Enviro, Political)
  3. Identify critical uncertainties - High impact, low predictability
  4. Select 2 key uncertainties - For 2×2 matrix
  5. Develop scenario logics - How do they combine?
  6. Write narratives - Rich stories, not bullet points
  7. Analyze implications - Winners, losers, strategies
  8. Identify signposts - Early warning indicators
  9. Develop robust strategies - Work across scenarios

Output Format

## Scenario Planning: [Focal Question]

### Scope & Time Horizon

**Focal Question:** [What strategic question are we addressing?]
**Time Horizon:** [e.g., 5-10 years]
**Scope:** [Geography, market, industry]

---

### Driving Forces Analysis

| Category | Key Forces | Trend | Uncertainty |
|----------|------------|-------|-------------|
| **Social** | [Force 1] | ↑/→/↓ | High/Med/Low |
| **Technological** | [Force 2] | ↑/→/↓ | High/Med/Low |
| **Economic** | [Force 3] | ↑/→/↓ | High/Med/Low |
| **Environmental** | [Force 4] | ↑/→/↓ | High/Med/Low |
| **Political** | [Force 5] | ↑/→/↓ | High/Med/Low |

---

### Critical Uncertainties

| Uncertainty | Impact | Unpredictability | Selected? |
|-------------|--------|------------------|-----------|
| [Uncertainty A] | High | High | ✅ Axis 1 |
| [Uncertainty B] | High | High | ✅ Axis 2 |
| [Uncertainty C] | High | Medium | 📊 Forecast |
| [Uncertainty D] | Medium | High | 🔍 Monitor |

**Axis 1: [Uncertainty A]**
- **High end:** [Description of what "high" looks like]
- **Low end:** [Description of what "low" looks like]

**Axis 2: [Uncertainty B]**
- **High end:** [Description]
- **Low end:** [Description]

---

### Scenario Matrix

[Uncertainty A] HIGH │ ┌─────────────┴─────────────┐ │ │ │ SCENARIO B │ SCENARIO A │ "[Creative Name]" │ "[Creative Name]" │ │ [UB] LOW │ [Key characteristics] │ [Key characteristics] │ │ [UB] HIGH └─────────────┬─────────────┘ │ ┌─────────────┼─────────────┐ │ │ │ SCENARIO C │ SCENARIO D │ "[Creative Name]" │ "[Creative Name]" │ │ │ [Key characteristics] │ [Key characteristics] │ │ └───────────────────────────┘ │ LOW [Uncertainty A]


---

### Scenario Narratives

#### Scenario A: "[Evocative Name]"
*[One-paragraph headline summary]*

**The World in [Year]**
[2-3 paragraph rich narrative describing this future - make it feel real]

**Key Characteristics**
- [Characteristic 1]
- [Characteristic 2]
- [Characteristic 3]

**Winners in This World**
- [Who thrives and why]

**Losers in This World**
- [Who struggles and why]

**Implications for Us**
- [What this means for our organization]

---

[Repeat for Scenarios B, C, D]

---

### Early Warning Signposts

| Scenario | Indicator | Current Status | Trigger |
|----------|-----------|----------------|---------|
| Scenario A | [Metric/Event] | [Value] | [Threshold] |
| Scenario B | [Metric/Event] | [Value] | [Threshold] |
| Scenario C | [Metric/Event] | [Value] | [Threshold] |
| Scenario D | [Metric/Event] | [Value] | [Threshold] |

---

### Strategic Implications

**No-Regret Moves** (Good in ALL scenarios)
1. [Action 1]
2. [Action 2]

**Contingent Strategies** (Good in SOME scenarios)
1. If [Scenario A emerges] → [Action]
2. If [Scenario B emerges] → [Action]

**Big Bets** (High reward in SOME, risky in others)
1. [Strategic bet]
   - Upside scenario: [Which scenario pays off?]
   - Downside scenario: [Where does it hurt?]

**Options to Keep Open**
1. [Option 1] - Preserve until [trigger/decision point]

Tips

  • Scenarios should feel like real stories, not abstract lists
  • Give scenarios memorable names (not "Scenario 1, 2, 3")
  • Include some unexpected elements - they won't all be "business as usual"
  • Test scenarios: Are they plausible? Distinct? Relevant?
  • Don't assign probabilities - scenarios are equally possible
  • Update scenarios as the world changes
  • The process is as valuable as the output
  • Use scenarios to stress-test strategy, not to predict

References

  • Wack, Pierre. "Scenarios: Uncharted Waters Ahead" & "Scenarios: Shooting the Rapids". Harvard Business Review, 1985.
  • Schwartz, Peter. *The Art of the Long View*. 1991.
  • Schoemaker, Paul. "Scenario Planning: A Tool for Strategic Thinking". Sloan Management Review, 1995.
  • Shell International. *Scenarios: An Explorer's Guide*. 2003.

适合场景

01

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02

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03

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04

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能力 4

补充不同宿主或平台的使用分布数据

能力 5

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

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