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Agent Skill · 效率

personalized-learning(个性化学习)

personalized-learning 用于记录任务执行中的错误、用户纠正、经验和能力缺口,适合在 OpenClaw 中希望让 Agent 持续沉淀问题、修正和最佳实践时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

personalized-learning 是效率类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为只读;许可证为 MIT-0,第三方扫描已通过,按安装量在效率类的 21,003 个 Skill 里排第 10,195。

总安装 5,364周安装 217GitHub Stars 公开资料未说明下载 1,684核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
0.1.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:personalized-learning(个性化学习)
来源仓库:https://github.com/vaintwyt/personalized-learning
安装命令:
openclaw skills install personalized-learning
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install personalized-learning

这个 Skill 是做什么的

效率类 Skill 把重复的整理、汇总、转换工作交给助手完成,减少手工复制粘贴。

每当用户想要系统地学习某个主题、询问学习路径、课程、课程大纲、教程式演练、概念时,就可以使用此技能。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install personalized-learning;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

personalized-learning 怎么安装?

在终端执行 openclaw skills install personalized-learning。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

personalized-learning 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

personalized-learning 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

personalized-learning 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

personalized-learning 用的人多吗?

公开数据是累计安装 5,364 次,近一周安装 217 次,下载 1,684 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

personalized-learning 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理效率类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

效率类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
github

GitHub 代码协作 · OpenClaw

7,632,918545需要联网MIT-0通过
nano-pdf

Nano PDF 文档 · OpenClaw

4,249,476231需要联网MIT-0通过
auto-updater

自动更新程序 · OpenClaw

2,964,063386操作浏览器MIT-0通过
video-frames

视频帧 · OpenClaw

2,621,304112需要联网MIT-0通过
gemini

Gemini 助手 · OpenClaw

2,547,39648需要联网MIT-0有提醒
personalized-learning

个性化学习 · 本页

5,364—只读MIT-0通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
personalized-learning
description
Use this skill whenever the user wants to systematically learn a topic, asks for a study path, curriculum, lesson outline, tutorial-style walkthrough, concept primer, chapter-by-chapter explanation, or a readable knowledge page. Also use it when the user wants an explorable learning HTML page, even if they do not explicitly say "teach me" or "make a course." The skill infers the learner's background, plans a progressive outline, expands every section into audience-appropriate teaching content with visuals, and by default packages the result as a single self-contained HTML page with left-side navigation and right-side lesson content that should be delivered to the user as an HTML file.

Personalized Learning

Purpose

  • Turn a learning request into a structured teaching deliverable.
  • Support topic scoping, outline design, section writing, instructional visuals, and final packaging.
  • Use this skill for systematic learning tasks, not for unrelated coding work, casual chat, or simple copy edits.

Preparation

  • Read references/html-template.html before writing so the structure and styling stay aligned with the intended page layout.
  • Infer the learner's background conservatively from context when it is not stated. Prefer clarity over unnecessary density.

Workflow

1. Understand the learning request

  • Identify the topic, learning goal, learner background, likely use case, and tone.
  • If the learner profile is ambiguous, choose the simplest framing that still respects the topic.

2. Plan the outline internally

Create a short internal outline and do not show it separately unless the user asks for it.

  • One clear overall title
  • Up to 10 section titles in a logical progression

Outline rules:

  • Keep titles focused on the knowledge itself.
  • Avoid filler such as "Chapter 1," "Study Plan," or other low-information labels.
  • Make each section distinct and order them so understanding builds step by step.

3. Write every section completely

Every outline section must have a matching full section in the final output.

Each section should include:

  • the core concept, mechanism, or principle
  • at least one explanatory visual using svg or canvas
  • an example, analogy, or realistic scenario
  • a common mistake, edge case, or misconception
  • a short wrap-up that connects naturally to the next section when helpful

Writing rules:

  • Stay within the boundary of the current section title.
  • Adjust terminology, pacing, and examples to the learner's background.
  • Use plain, natural language and break difficult ideas into smaller steps.

4. Design instructional visuals

  • Use visuals to explain relationships, structure, flow, timelines, or state changes.
  • Prefer svg for static diagrams.
  • Use canvas only when motion or step-by-step change genuinely improves understanding.
  • Keep labels concise and let the visual do most of the explanatory work.
  • Inline all styles, scripts, graphics, and animation logic when producing HTML so the result remains self-contained.

5. Assemble the final deliverable

  • Default to one complete HTML document that follows the template structure.
  • If the user explicitly requests another output format, keep the same teaching workflow but adapt the final packaging to that format.
  • Ensure the navigation and body stay perfectly aligned: every planned section appears in both places with full content.
  • When the final format is HTML, save it as an actual .html file and provide that file to the user.

For HTML output:

  • Left side: clickable outline navigation with current-section highlighting
  • Right side: full lesson content for every planned section, including headings, prose, and visuals

Output Rules

  • Return only the final deliverable, without conversational framing such as "Here is your page" or "I will generate."
  • If the output is HTML, make sure the user receives the generated .html file rather than only a pasted code block.
  • Keep the result suitable for long-form reading and visually restrained.
  • Make sure no section from the outline is missing from the final content.

Resource

平台分布

OpenClaw

98.86%
按下载量换算1,665

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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