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Pkulaw Mcp Citation Validator

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NEU-ZHA
pkulaw-mcp-citation-validator

法条引用核验与纠偏，用于检查草稿、问答、备忘或合同审查记录里已经写出来的法条引用是否准确、一致、可追溯。Use when：用户已经有一段文本，想确认其中法规名称、条号或引用表达是否可靠。NOT for：主题检索法规、案例检索、案号识别、以及未形成引用文本前的纯资料探索。要求只依据当次核验返回给出“命中 / 不命中 / 需复核”结论，不得把未核验内容写成已确认依据。

Overview

PublisherNEU-ZHA
Repositorylegal-ai-skills
Skill namepkulaw-mcp-citation-validator
Stars
70
Forks
7
Bundled files
2
LicenseMIT
Links
Skill sourceRepository
  • 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.

  • 2 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 Citation Validator 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-citation-validator
  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-citation-validator .claude/skills/pkulaw-mcp-citation-validator
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Pkulaw Mcp Citation Validator 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 Citation Validator 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 Citation Validator 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：法条引用核验（citation-validator）

这个 Skill 只负责一件事：检查已经写出来的法条引用是否需要修正。

它不负责替代法规检索，也不负责直接判断实体结论一定成立。 如果用户还没有引用文本，只是想“先找相关法规”，应转到法规检索或精准法条 Skill。

先看边界

  • “核验通过”只表示与当次工具返回一致，不等于已经完成正式法律审查。
  • 命中不明确、存在歧义、或文本本身表述过于含混时，只能标记“需人工复核”。
  • 不得把核验工具的返回扩大解释成“结论当然正确”。

默认路由

  • 用户给你一段已有草稿、问答、摘要、审查意见，想核对法条引用：
    • 走 citation-validator
  • 用户想先找法规依据：
    • 转 pkulaw-mcp-law-retrieval 或 pkulaw-mcp-fatiao-precise

推荐工作流

  1. 先确认用户提供的是待核验文本，而不是单纯检索需求。
  2. 用 tools 确认真实 <toolName> 与参数名。
  3. 提交待核验文本。
  4. 按“原引用 -> 核对状态 -> 修正建议”整理输出。
  5. 把“命中”“不命中”“需复核”明确分开。

失败与降级

允许的失败输出

markdown
当前未拿到法条引用核验结果。

失败原因：
- [未认证 / 无订阅 / 无结果 / 工具不存在 / 命令报错]

建议动作：
- 检查 `pkulaw-mcp` 配置
- 检查引用文本是否过短或过于含混
- 如需先找法规，请转到法规检索或精准法条路径

允许的保守输出

  • 结果不明确 -> 标记“需人工复核”
  • 不得强行写“核验通过”

输出结构

  1. 原引用
  2. 核对状态
  3. 修正建议
  4. 备注（如需人工复核）

终端复现与排障

如需在终端复现，请先安装 @pkulaw/mcp-cli；安装后命令为 pkulaw-mcp。

bash
pkulaw-mcp tools citation-validator
pkulaw-mcp citation-validator <toolName> ... --json

补充材料

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 Citation Validator AI skill do?

法条引用核验与纠偏，用于检查草稿、问答、备忘或合同审查记录里已经写出来的法条引用是否准确、一致、可追溯。Use when：用户已经有一段文本，想确认其中法规名称、条号或引用表达是否可靠。NOT for：主题检索法规、案例检索、案号识别、以及未形成引用文本前的纯资料探索。要求只依据当次核验返回给出“命中 / 不命中 / 需复核”结论，不得把未核验内容写成已确认依据。

Why use Pkulaw Mcp Citation Validator on TypingMind?

Because you install it once and use it with any model. Pkulaw Mcp Citation Validator 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 Citation Validator 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-citation-validator. 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 Citation Validator?

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 Citation Validator?

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

Is the Pkulaw Mcp Citation Validator 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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