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在 OpenClaw 中安装
/install learning
功能描述
Auto-learns how you learn best. Adapts teaching style, format, and depth to you.
安全使用建议
Install this only if you want the agent to remember how you prefer to learn. Periodically review the saved preference sections and delete anything inaccurate, too broad, or more personal than you want retained.
功能分析
Type: OpenClaw Skill
Name: learning
Version: 1.0.0
The skill bundle is benign. All files (`_meta.json`, `SKILL.md`, `criteria.md`, `dimensions.md`) are consistent with the stated purpose of an 'Auto-Adaptive Learning Preferences' skill. `SKILL.md` instructs the AI agent to observe user learning patterns and update its own content with these preferences, which is an intended self-evolving feature. The `criteria.md` and `dimensions.md` files provide clear, non-malicious guidelines for this process. There is no evidence of data exfiltration, malicious execution, persistence mechanisms, or prompt injection attempts designed to subvert the agent for harmful actions.
能力评估
Purpose & Capability
The stated purpose, description, and files consistently focus on adapting teaching style, format, tools, and depth to the user's learning preferences.
Instruction Scope
The skill applies across academic, professional, and casual learning contexts, but its criteria limit updates to learning-preference signals and explicitly exclude one-off or topic-specific needs.
Install Mechanism
The artifact contains only Markdown files and no executable scripts, install hooks, dependencies, binaries, or automatic setup behavior.
Credentials
The skill does not request shell access, network access, credentials, browser/session data, or broad local file reads.
Persistence & Privilege
It intentionally asks the agent to update SKILL.md with inferred learning preferences; this persistent personalization is disclosed by the skill purpose and constrained to compact preference sections.
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 learning - 安装完成后，直接呼叫该 Skill 的名称或使用
/learning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
Initial release - Auto-adaptive learning preferences
元数据
常见问题
Learning 是什么？
Auto-learns how you learn best. Adapts teaching style, format, and depth to you. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 7479 次。
如何安装 Learning？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install learning」即可一键安装，无需额外配置。
Learning 是免费的吗？
是的，Learning 完全免费（开源免费），可自由下载、安装和使用。
Learning 支持哪些平台？
Learning 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 Learning？
由 Iván（@ivangdavila）开发并维护，当前版本 v1.0.0。
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