← Back to Skills Marketplace
马斯克自适应推理
by
skillforge-jojo
· GitHub ↗
· v1.0.0
· MIT-0
92
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install maske-adaptive-reasoning
Description
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。
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install maske-adaptive-reasoning - After installation, invoke the skill by name or use
/maske-adaptive-reasoning - Provide required inputs per the skill's parameter spec and get structured output
Version History
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
Metadata
Frequently Asked Questions
What is 马斯克自适应推理?
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。 It is an AI Agent Skill for Claude Code / OpenClaw, with 92 downloads so far.
How do I install 马斯克自适应推理?
Run "/install maske-adaptive-reasoning" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 马斯克自适应推理 free?
Yes, 马斯克自适应推理 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 马斯克自适应推理 support?
马斯克自适应推理 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 马斯克自适应推理?
It is built and maintained by skillforge-jojo (@skillforge-jojo); the current version is v1.0.0.
More Skills