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马斯克自适应推理
作者
skillforge-jojo
· GitHub ↗
· v1.0.0
· MIT-0
92
总下载
0
收藏
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当前安装
1
版本数
在 OpenClaw 中安装
/install maske-adaptive-reasoning
功能描述
自适应推理评估系统。自动评估任务复杂度并动态调整推理级别。在每次用户消息时触发，评估是否需要扩展思考（推理模式）来提高响应质量。用于复杂问题预处理。
安全使用建议
This skill appears coherent and has no code, installs, or credential requests. Before installing, decide whether you want the agent to automatically enable deeper, token‑heavy reasoning without asking (the skill explicitly says '无需询问。直接激活'). That can increase latency and API/token usage and may change expected quick-answer behavior. Test it in a safe environment, confirm you can opt out per-conversation, and be aware there are no hidden network calls or credential requests in the package.
功能分析
Type: OpenClaw Skill
Name: maske-adaptive-reasoning
Version: 1.0.0
The skill bundle consists of markdown instructions (SKILL.md) designed to guide an AI agent's internal reasoning process and response formatting based on task complexity. It implements a scoring system to decide when to use 'deep thinking' and adds visual indicators (emojis) to responses. There is no executable code, network activity, or evidence of malicious intent or data exfiltration.
能力评估
Purpose & Capability
The name/description (adaptive reasoning that toggles deeper thought based on complexity) match the SKILL.md instructions. The skill requests no binaries, env vars, or config paths — nothing unrelated to its stated purpose appears.
Instruction Scope
SKILL.md is limited to scoring heuristics, thresholds, and UI markers (emoji). It does instruct the agent to 'directly activate' deeper reasoning without asking the user and to silently enable/disable modes and append icons to responses — this is behavioral and may surprise users (token/latency/cost implications), but it does not read files, exfiltrate data, or call external endpoints.
Install Mechanism
No install spec and no code files; the skill is instruction-only so nothing is written to disk and no external packages or download URLs are involved.
Credentials
The skill requires no environment variables, credentials, or config paths. It refers only to conversation state (e.g., whether the user has previously disabled reasoning) which is expected for this purpose.
Persistence & Privilege
always is false and the skill does not request persistent/system-wide privileges or modify other skills. It is allowed to be invoked autonomously under platform defaults; combined with its automatic activation behavior this affects runtime behavior but is not a privilege escalation.
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 maske-adaptive-reasoning - 安装完成后，直接呼叫该 Skill 的名称或使用
/maske-adaptive-reasoning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
v1.0.0
首次发布：自动评估任务复杂度并动态调整推理级别
元数据
常见问题
马斯克自适应推理 是什么？
自适应推理评估系统。自动评估任务复杂度并动态调整推理级别。在每次用户消息时触发，评估是否需要扩展思考（推理模式）来提高响应质量。用于复杂问题预处理。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 92 次。
如何安装 马斯克自适应推理？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install maske-adaptive-reasoning」即可一键安装，无需额外配置。
马斯克自适应推理 是免费的吗？
是的，马斯克自适应推理 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
马斯克自适应推理 支持哪些平台？
马斯克自适应推理 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 马斯克自适应推理？
由 skillforge-jojo（@skillforge-jojo）开发并维护，当前版本 v1.0.0。
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