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Install in OpenClaw
/install scenario-first-thinking
Description
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。
Usage Guidance
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install scenario-first-thinking - After installation, invoke the skill by name or use
/scenario-first-thinking - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Scenario First Thinking?
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。 It is an AI Agent Skill for Claude Code / OpenClaw, with 163 downloads so far.
How do I install Scenario First Thinking?
Run "/install scenario-first-thinking" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Scenario First Thinking free?
Yes, Scenario First Thinking is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Scenario First Thinking support?
Scenario First Thinking is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Scenario First Thinking?
It is built and maintained by WH laowu (@wukaifeng704-cell); the current version is v2.0.0.
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