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在 OpenClaw 中安装
/install scenario-first-thinking
功能描述
场景路由 + 8工具直接执行。将 TaskType → 场景 → 工具序列的映射固化到 SKILL.md 内部，无需外链文件即可执行。HEARTBEAT.md 中的路由规则已迁移至此，统一作为技能触发入口。
安全使用建议
This skill appears coherent and low-risk: it is an instruction-only, self-contained decision-routing framework and does not ask for secrets or to install code. Before installing, consider: (1) test it with non-sensitive sample tasks to confirm its routing behavior; (2) review how your agent/framework implements Memory_Bus / Layout_Editor / render flows (the SKILL.md expects outputs to be handed to those components), since those integration points could affect where data goes; (3) if you want to restrict autonomous invocation, disable model invocation or control when the skill is allowed to run. If you need higher assurance, inspect runtime logs to confirm the skill never calls external endpoints or reads files in your environment.
能力评估
Purpose & Capability
The name/description (scenario routing + 8 thinking tools) matches the SKILL.md content. There are no unrelated env vars, binaries, or install steps requested that would be disproportionate to a decision-routing/thinking skill.
Instruction Scope
SKILL.md contains only guidance for classifying tasks into six scenarios and running the embedded 8-step tools; it explicitly claims to be self-contained and does not instruct reading files, credentials, or sending data to external endpoints. It does reference integration targets conceptually (e.g., Memory_Bus, Layout_Editor, render flow), which is expected for a routing/pipework skill but does not itself contain instructions to access secrets or external URLs.
Install Mechanism
No install spec and no code files to execute — instruction-only. This is lowest-risk from an install perspective.
Credentials
The skill requests no environment variables, credentials, or config paths. All required inputs are task text and internal decision logic, so requested privileges are proportionate.
Persistence & Privilege
Defaults are used (always:false, agent invocation allowed). The skill does not request permanent presence or modifications to other skills' configs. Autonomous invocation is enabled (platform default) but not combined with other red flags.
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 scenario-first-thinking - 安装完成后，直接呼叫该 Skill 的名称或使用
/scenario-first-thinking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
v2.0.0
v2.0: All 8 tools operation steps embedded, no external file dependencies, SCQA upgraded to mandatory for Scene 3, HEARTBEAT routing rules unified
v1.0.2
- Added an English version of all documentation, including readme and protocol files.
- Updated skill description, trigger conditions, protocol steps, and tool constraints for clarity and international audience.
- No logic or functionality changes were introduced; this is a documentation language and clarity update.
v1.0.1
- Added a Chinese README file (README.zh-CN.md) for improved accessibility.
- Updated and clarified documentation in README.md and SKILL.md.
- Minor metadata updates in _meta.json.
v1.0.0
Initial release of scenario-first-thinking.
- Introduces a lightweight, closed-loop, high-tolerance framework for routing tasks to 8 thinking tools based on scenario judgement.
- Defines six common scenarios and maps each to relevant thinking tools with prioritized order.
- Establishes a strict 3-step protocol: scenario routing, tool selection (with enforced reference to documentation), and outcome evaluation.
- Built-in error correction and boundary constraints for each tool.
- Includes quick reference tables and sample workflows for clarity.
元数据
常见问题
Scenario First Thinking 是什么？
场景路由 + 8工具直接执行。将 TaskType → 场景 → 工具序列的映射固化到 SKILL.md 内部，无需外链文件即可执行。HEARTBEAT.md 中的路由规则已迁移至此，统一作为技能触发入口。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 163 次。
如何安装 Scenario First Thinking？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install scenario-first-thinking」即可一键安装，无需额外配置。
Scenario First Thinking 是免费的吗？
是的，Scenario First Thinking 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Scenario First Thinking 支持哪些平台？
Scenario First Thinking 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 Scenario First Thinking？
由 WH laowu（@wukaifeng704-cell）开发并维护，当前版本 v2.0.0。
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