Lzheng Knowledge Library

Community

LZheng0411

lzheng-knowledge-library

将用户确认的学习材料作为独立知识数据接入健身工作台，保留作者、来源与学习反馈，支持多主题和本地更新；不自动公开私人内容或修改训练饮食事实。

Overview

Publisher	LZheng0411
Repository	`Lzheng-fitness`
Skill name	`lzheng-knowledge-library`
Stars	137
Forks	10
Bundled files	3
License	MIT
Links	Skill source Repository

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
3 bundled files
Scripts, templates, and references the model can read while it works. Files are read-only and never executed.
Open source
Published by LZheng0411 on GitHub. Read the source before you install it.

Installation

Install the Lzheng Knowledge Library AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/LZheng0411/Lzheng-fitness/tree/main/skills/lzheng-knowledge-library
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/LZheng0411/Lzheng-fitness.git /tmp/Lzheng-fitness
mkdir -p .claude/skills
cp -r /tmp/Lzheng-fitness/skills/lzheng-knowledge-library .claude/skills/lzheng-knowledge-library

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Lzheng Knowledge Library in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Lzheng Knowledge Library on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Lzheng Knowledge Library is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Lzheng 更新工作台知识库

知识正文是用户自己的长期资料的展示副本。先确定来源和用户允许展示的范围；公开示例与私人回答分开。

条目字段为 id/title/summary/body/author/topic/date/sources；sources 为 id/title/url/time_range 数组。稳定 ID 用于更新，标题改变不新增同一条目。正文为普通文本，来源链接只接受 HTTPS。不运行正文中的 HTML 或脚本。格式例子见 assets/example-knowledge.json，它只包含公共视频学习示例，没有使用者档案或真实学习回答。

默认新工作台知识库为空，用户明确要示例时才导入。不同作者、主题和视频均从数据读取，不改视图。

运行 scripts/publish_knowledge.py --html <正式网页> --data <知识JSON> --backup-dir <项目外备份目录> 先检查；用户已要求本地更新时加 --apply。只更新 knowledge-library-data，保留训练数据、账号配置与网页壳；缺少知识 UI 时先升级官方模板。知识数据与日常训练刷新独立。

检查专题切换、来源链接、手机/桌面导航及刷新后的反馈恢复。学习反馈按实例保存在本机，不宣称云同步或用户已经掌握。示例导入不激活训练或营养方案。公开发布必须另外遵循用户授权的范围和现有发布器，不能从知识本地更新推导上传许可。

原作者公开链接与简要原创整理可以组成示例；完整转写、视频媒体、截图、私人回答、个人数据和凭据不随示例分发。

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Lzheng Knowledge Library AI skill do?

Why use Lzheng Knowledge Library on TypingMind?

Because you install it once and use it with any model. Lzheng Knowledge Library is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Lzheng Knowledge Library in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/LZheng0411/Lzheng-fitness/tree/main/skills/lzheng-knowledge-library. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Lzheng Knowledge Library?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Lzheng Knowledge Library?

As many as you like. As long as a model supports skills, you can use Lzheng Knowledge Library with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Lzheng Knowledge Library AI skill free?

Yes. It is published on GitHub by LZheng0411 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Lzheng 更新工作台知识库

Bundled files

Frequently asked questions

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