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在 OpenClaw 中安装
/install what-if-scenario-builder
功能描述
Structured methodology for constructing rigorous "what if?" scenarios combining foresight frameworks (Shell, Schwartz, Manoa, Intuitive Logics), deep analyti...
安全使用建议
This skill is an instruction-only methodology for 'what if?' scenario work and appears internally consistent. Before enabling it for autonomous invocation, consider: (1) review the full SKILL.md to confirm there are no later sections that instruct the agent to access files, run external tooling, or send data to third-party endpoints; (2) avoid feeding sensitive credentials or private documents into scenario prompts unless you trust the agent's handling of that data; and (3) if you prefer the skill only on request, keep autonomous invocation enabled only when you want the agent to proactively reframe queries using this methodology.
功能分析
Type: OpenClaw Skill
Name: what-if-scenario-builder
Version: 2.3.0
The 'what-if-scenario-builder' skill bundle is a highly detailed and professional framework for structured foresight and analytical reasoning. The SKILL.md file contains comprehensive instructions for an AI agent to apply various methodologies (such as Causal Layered Analysis, Schwartz's Eight-Step Method, and Manoa Archetypes) to user-provided hypotheticals. There is no evidence of malicious intent, data exfiltration, unauthorized execution, or harmful prompt injection; the content is entirely focused on improving the quality of scenario planning and strategic thinking.
能力标签
能力评估
Purpose & Capability
The skill's name and description (scenario building, foresight frameworks, stress-testing) match the SKILL.md content. There are no unexpected environment variables, binaries, or config paths requested that would be inconsistent with a methodology/instructional skill.
Instruction Scope
SKILL.md contains procedural guidance (frameworks, checks, techniques) for building scenarios. The provided excerpt and metadata show no instructions to read local files, access environment variables, call external endpoints, install binaries, or exfiltrate data. The skill does say it should trigger on a broad set of queries (e.g., 'scenario planning', 'suppose that'), which is functional scope rather than a security risk.
Install Mechanism
No install spec and no code files; this is instruction-only. Nothing will be downloaded or written to disk by an installer.
Credentials
No credentials, secrets, or config paths are requested. The techniques mentioned (Monte Carlo, agent-based modeling) are methodological and do not require external API keys or system credentials as declared.
Persistence & Privilege
always:false and default autonomous invocation behavior are appropriate for a user-invocable methodology skill. The skill does not request persistent system-wide changes or modify other skills' configurations.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install what-if-scenario-builder - 安装完成后，直接呼叫该 Skill 的名称或使用
/what-if-scenario-builder触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v2.3.0
**Summary:**
v2.3.0 introduces an integrated skill for building "what if?" scenarios using a disciplined foresight methodology.
- Combines fifteen scenario and analytical frameworks: foresight, counterfactual, quantitative, and stress-testing methods.
- Adds "Divergence Depth," "Temporal Cascade," and "Agency Uncertainty" to improve rigor and creativity.
- Triggers not only on explicit "what if?" but also on broader prompts related to futurecasting, contingency analysis, or speculative thinking.
- Provides practical techniques such as base rate negation check, advanced decomposition, and handling "zero base rate" situations for robust scenario generation.
- Designed to help users build plausible, insightful scenarios, stress-test plans, and prepare for surprise—not just model prediction.
元数据
常见问题
"What if?" Scenario Builder 是什么？
Structured methodology for constructing rigorous "what if?" scenarios combining foresight frameworks (Shell, Schwartz, Manoa, Intuitive Logics), deep analyti... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 74 次。
如何安装 "What if?" Scenario Builder？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install what-if-scenario-builder」即可一键安装，无需额外配置。
"What if?" Scenario Builder 是免费的吗？
是的，"What if?" Scenario Builder 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
"What if?" Scenario Builder 支持哪些平台？
"What if?" Scenario Builder 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 "What if?" Scenario Builder？
由 DarkD（@darkd）开发并维护，当前版本 v2.3.0。
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