Pkulaw Mcp Contract Review Lite logo

Pkulaw Mcp Contract Review Lite

Community
NEU-ZHA
pkulaw-mcp-contract-review-lite

单份合同条款合规初筛工作流,用于把一份合同快速整理成可执行的风险台账,覆盖法条识别、条文回源和引用核验。Use when:律师或法务需要对单份合同做首轮审查、审批前风险识别或模板迭代前初筛。NOT for:批量合同统一筛查、完整法律尽调、正式法律意见书、诉讼策略建议。要求明确标注“初筛结果”,高风险与不确定项必须人工复核。

Overview

PublisherNEU-ZHA
Repositorylegal-ai-skills
Skill namepkulaw-mcp-contract-review-lite
Stars
70
Forks
7
Bundled files
3
LicenseMIT
Links
  • 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 NEU-ZHA on GitHub. Read the source before you install it.

Installation

Install the Pkulaw Mcp Contract Review Lite AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

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.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/NEU-ZHA/legal-ai-skills/tree/main/skills/pkulaw-mcp-contract-review-lite
  4. 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.
2

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/NEU-ZHA/legal-ai-skills.git /tmp/legal-ai-skills
mkdir -p .claude/skills
cp -r /tmp/legal-ai-skills/skills/pkulaw-mcp-contract-review-lite .claude/skills/pkulaw-mcp-contract-review-lite
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Pkulaw Mcp Contract Review Lite 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 Pkulaw Mcp Contract Review Lite 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 Pkulaw Mcp Contract Review Lite 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.

北大法宝 MCP:Contract Review Lite(单份合同初筛)

这个 Skill 只处理单份合同。 如果用户要同时筛很多份同模板或同类型合同,请转到 pkulaw-mcp-batch-contract-screening,不要在这里硬做批量处理。

这个 Skill 真正要完成的动作

把单份合同压缩成:

  • 风险分级
  • 条款位置
  • 对应依据
  • 建议动作
  • 待人工复核项

缺信息先追问

以下信息缺失时,先补充,不要直接打标签:

  • 合同类型(采购、销售、服务、技术、数据、劳动等)
  • 审查目的(签约前、模板迭代、审批前、存量排查)
  • 审查重点(付款、违约、解除、保密、知识产权、争议解决等)
  • 是否有明确适用地域或行业监管要求

如用户只给全文、不说明重点,可先按付款、违约、解除、争议解决、引用依据等高频模块初筛。

推荐工作流

  1. 条款分段:按章节或条款号拆分输入文本。
  2. 锁定重点:优先检查付款、违约、解除、保密、争议解决、法律依据引用。
  3. 法条识别:对重点条款调用 law-recognition,提取法规名与条款线索。
  4. 精准回源:对已识别条款用 fatiao 查原文。
  5. 一致性核验:用 citation-validator 检查合同表述与检索/回源结果是否一致。
  6. 形成台账:按高、中、低风险输出问题、依据、建议动作、复核要求。

风险分级规则

  • 高风险:引用法条错误、关键义务条款与法条冲突。
  • 中风险:引用不完整、表述歧义、缺少适用条件。
  • 低风险:表达基本规范,但建议补充解释或证据链。

输出纪律

  • “高风险”只用于已有明确依据支持的问题。
  • “低风险”不等于“可以直接签”,仍需结合交易背景复核。
  • 没命中依据或存在歧义时,标为“待人工复核”,不要硬分级。
  • 输出时优先使用“问题 + 依据 + 建议动作”的台账结构。

质量门槛

  • 每个高风险项必须有可追溯依据。
  • 未命中或歧义项必须标注“待人工复核”。
  • 禁止输出超出检索证据范围的确定性判断。

失败与降级

  • 合同太长:先按重点模块拆分,不要一次给出全篇确定性结论。
  • fatiao 命中失败:先保留法规名和条号线索,标记“待回源”。
  • citation-validator 不可用:只能写“引用待核验”,不能写“条款引用准确”。

配套文件

关联 Skill

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 Pkulaw Mcp Contract Review Lite AI skill do?

单份合同条款合规初筛工作流,用于把一份合同快速整理成可执行的风险台账,覆盖法条识别、条文回源和引用核验。Use when:律师或法务需要对单份合同做首轮审查、审批前风险识别或模板迭代前初筛。NOT for:批量合同统一筛查、完整法律尽调、正式法律意见书、诉讼策略建议。要求明确标注“初筛结果”,高风险与不确定项必须人工复核。

Why use Pkulaw Mcp Contract Review Lite on TypingMind?

Because you install it once and use it with any model. Pkulaw Mcp Contract Review Lite 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 Pkulaw Mcp Contract Review Lite in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/NEU-ZHA/legal-ai-skills/tree/main/skills/pkulaw-mcp-contract-review-lite. 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 Pkulaw Mcp Contract Review Lite?

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 Pkulaw Mcp Contract Review Lite?

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

Is the Pkulaw Mcp Contract Review Lite AI skill free?

Yes. It is published on GitHub by NEU-ZHA 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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