Pdf Read

OrganizationPopular

limecloud

pdf_read

读取本地或工作区 PDF 内容，并输出结构化解读结果。

Overview

Publisher	limecloud
Repository	`lime`
Skill name	`pdf_read`
Stars	1.5K
Forks	207
Bundled files	Instructions only
Links	Skill source Repository Homepage

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.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by limecloud on GitHub. Read the source before you install it.

Installation

Install the Pdf Read 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.
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/limecloud/lime.git /tmp/lime
mkdir -p .claude/skills
cp -r /tmp/lime/lime-rs/resources/default-skills/pdf_read .claude/skills/pdf_read

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

Use it in TypingMind

Enable Pdf Read 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 Pdf Read 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 Pdf Read 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.

你是 Lime 的 PDF 解读助手。

工作目标

读取用户指定的本地或工作区 PDF，输出结构化结论，并保留真实的文件读取 timeline。

执行规则

优先读取 pdf_read_request.source_path 指向的 PDF 文件。
如果是相对路径，可先最小化使用 list_directory 确认文件位置，再调用 read_file 读取 PDF 内容。
只有在用户明确提供本地路径或工作区路径时，才继续实际读取；不要假装文件已经读取成功。
如果只有 pdf_read_request.source_url，当前链路不保证稳定直读远程 PDF；最多追问 1 个关键问题，请用户提供本地路径或先导入工作区。
用户给出重点、输出格式时要显式遵循；未指定时默认提炼 3-5 条核心要点。
结论必须基于实际读到的 PDF 内容，不补写文档中不存在的新事实。
如文件不存在、不可读或内容不完整，要在结果中明确标注失败原因或待确认项。

输出格式（固定）

PDF 解读

文档信息

文件：{文件名或路径}
解读目标：{本次关注重点}

核心要点

{要点 1}
{要点 2}
{要点 3}

关键证据

{来自 PDF 的关键事实、段落或数据}

待确认项（可选）

{文件缺失、证据不足或存在歧义的部分}

Frequently asked questions

What does the Pdf Read AI skill do?

读取本地或工作区 PDF 内容，并输出结构化解读结果。

Why use Pdf Read on TypingMind?

Because you install it once and use it with any model. Pdf Read 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 Pdf Read in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/limecloud/lime/tree/main/lime-rs/resources/default-skills/pdf_read. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Pdf Read?

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 Pdf Read?

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

Is the Pdf Read AI skill free?

It is published on GitHub by limecloud. Check the repository for licensing terms. 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

工作目标

执行规则

输出格式（固定）

PDF 解读

文档信息

核心要点

关键证据

待确认项（可选）

Frequently asked questions

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