Pkulaw Mcp Batch Contract Screening logo

Pkulaw Mcp Batch Contract Screening

Community
NEU-ZHA
pkulaw-mcp-batch-contract-screening

批量合同合规初筛工作流,用于对同模板或同类型合同做快速统一筛查,输出可执行的批量风险台账。Use when:企业法务、采购合规、风控运营需要同时处理多份合同,识别高风险条款、引用错误与依据缺失。NOT for:单份合同的逐条精细审查、完整法律意见、诉讼策略分析。要求明确标注“批量初筛结果”,高风险项与系统未命中项必须人工复核。

Overview

PublisherNEU-ZHA
Repositorylegal-ai-skills
Skill namepkulaw-mcp-batch-contract-screening
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 Batch Contract Screening 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-batch-contract-screening
  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-batch-contract-screening .claude/skills/pkulaw-mcp-batch-contract-screening
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Pkulaw Mcp Batch Contract Screening 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 Batch Contract Screening 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 Batch Contract Screening 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:Batch Contract Screening(批量合同初筛)

这个 Skill 只处理同模板或同类型合同的批量筛查。 如果用户要深挖某一份合同的具体条款,应转到 pkulaw-mcp-contract-review-lite,不要在批量模式里假装做精细逐条意见。

一句话流程

按合同批次逐份执行:law-recognition 识别引用 -> citation-validator 核验准确性 -> 聚类形成批量风险台账。

推荐工作流

  1. 按合同类型分批(采购、销售、服务、数据等)。
  2. 只抽取每份合同的关键模块,而不是对全部文本逐字深挖。
  3. 对关键条款调用 law-recognition 提取法规引用。
  4. 用 citation-validator 核验引用正确性与一致性。
  5. 按条款类型聚类(违约责任、解除、保密、争议解决等)。
  6. 输出批量风险台账与整改优先级。

风险分级建议

  • 红色:引用错误或关键条款无法建立依据。
  • 黄色:引用不完整、歧义较高、适用条件不明确。
  • 绿色:引用基本准确,但仍建议保留复核意见。

输出纪律

  • 输出重点是“批量规律”和“整改优先级”,不是单份长篇审查报告。
  • 不得把少量抽样结论直接外推成全部合同都无风险。
  • 对系统未命中项,只能写“待人工复核”或“系统未命中”,不能推断为“无风险”。

质量门槛

  • 红色项必须附核验依据与整改建议。
  • 无法核验项必须标注“待人工复核”。
  • 不得将初筛结果表述为最终法律意见。

失败与降级

  • 工具返回不稳定或空结果:记录为“系统未命中”,不推断为“无风险”。
  • 批量过大:先按合同类型或批次分段处理,避免一次性结论失真。
  • 若某一份合同需单独深挖:切换到 pkulaw-mcp-contract-review-lite。

关联 Skill

配套文件

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 Batch Contract Screening AI skill do?

批量合同合规初筛工作流,用于对同模板或同类型合同做快速统一筛查,输出可执行的批量风险台账。Use when:企业法务、采购合规、风控运营需要同时处理多份合同,识别高风险条款、引用错误与依据缺失。NOT for:单份合同的逐条精细审查、完整法律意见、诉讼策略分析。要求明确标注“批量初筛结果”,高风险项与系统未命中项必须人工复核。

Why use Pkulaw Mcp Batch Contract Screening on TypingMind?

Because you install it once and use it with any model. Pkulaw Mcp Batch Contract Screening 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 Batch Contract Screening 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-batch-contract-screening. 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 Batch Contract Screening?

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 Batch Contract Screening?

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

Is the Pkulaw Mcp Batch Contract Screening 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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