Pkulaw Mcp Regulatory Reply Check logo

Pkulaw Mcp Regulatory Reply Check

Community
NEU-ZHA
pkulaw-mcp-regulatory-reply-check

监管回复函与说明材料的依据核查工作流,用于把回复函、问询答复、说明材料中的法规引用整理成可复核、可回源、可流转的核查底稿。Use when:律师、法务、合规、董办或监管回复支持团队需要在对外或审批前检查引用是否准确、完整、可追溯。NOT for:纯法规主题研究、完整专项法律意见书撰写、以及不需要交付级引用把关的轻量场景。要求先锁定核查范围,再逐条回源与核验;未核验的引用不得写为确定依据。

Overview

PublisherNEU-ZHA
Repositorylegal-ai-skills
Skill namepkulaw-mcp-regulatory-reply-check
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 Regulatory Reply Check 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-regulatory-reply-check
  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-regulatory-reply-check .claude/skills/pkulaw-mcp-regulatory-reply-check
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Pkulaw Mcp Regulatory Reply Check 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 Regulatory Reply Check 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 Regulatory Reply Check 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:Regulatory Reply Check(监管/回复函依据核查)

这个 Skill 是交付前引用把关层。 它不负责重新研究整个法律问题,而是专门检查回复函、说明材料、问询答复里的法规引用是否足够稳、足够可追溯。

这个 Skill 真正要完成的动作

把回复材料中的引用整理成:

  • 哪些引用与当次返回一致
  • 哪些引用仍需复核
  • 哪些表述需要修正
  • 哪些关键条文已完成回源

主对象与辅助对象

主对象

  • 回复函、说明材料、问询答复中的引用段落
  • 影响核心结论的法规、规范性文件、监管规则

辅助对象

  • 内部沟通纪要
  • 历史版本草稿
  • 业务部门提供的说明文字

内部口径和草稿只能帮助理解背景,不能替代当次核验依据。

缺信息先追问

以下信息缺失时,先补充:

  • 文档类型:监管回复函、客户回复函、说明材料、审批说明
  • 核查范围:全文、重点段落、脚注、引用清单
  • 哪些结论或段落属于高风险重点核查部分
  • 是否存在明确法域、行业或监管口径限制

若拿不到全文,至少要求提供重点结论段落或引用清单。

推荐工作流

  1. 锁定范围:先确认只核哪些段落、哪些结论。
  2. 识别引用:用 law-recognition 找出文中法规名、条号与潜在线索。
  3. 关键条文回源:对影响核心结论的条文,用 fatiao 回源原文。
  4. 一致性核验:用 citation-validator 检查引用表述与当次返回是否一致。
  5. 形成底稿:按“与当次返回一致 / 待复核 / 需修正”整理核查表。
  6. 链接增强:需要流转审核或沉淀时,用 doc-link 生成可追溯版本。

输出纪律

  • 重点不是证明草稿正确,而是暴露风险引用。
  • “与当次返回一致”不等于已完成实体法律审查。
  • 简称不清、条号不稳、新旧法衔接不明时,优先标“待复核”。
  • 对影响核心结论的条文,尽量至少完成一次回源。

质量门槛

  • 每条“与当次返回一致”都必须有当次依据。
  • 关键条文至少完成一次 fatiao 回源。
  • 未命中或歧义项必须标“待复核”。
  • 需要流转时,优先提供 doc-link 增强版本。

失败与降级

  • law-recognition 命中不足:先按已有明确引用逐条核,不扩写成全面法规研究。
  • fatiao 命中失败: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“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 Regulatory Reply Check AI skill do?

监管回复函与说明材料的依据核查工作流,用于把回复函、问询答复、说明材料中的法规引用整理成可复核、可回源、可流转的核查底稿。Use when:律师、法务、合规、董办或监管回复支持团队需要在对外或审批前检查引用是否准确、完整、可追溯。NOT for:纯法规主题研究、完整专项法律意见书撰写、以及不需要交付级引用把关的轻量场景。要求先锁定核查范围,再逐条回源与核验;未核验的引用不得写为确定依据。

Why use Pkulaw Mcp Regulatory Reply Check on TypingMind?

Because you install it once and use it with any model. Pkulaw Mcp Regulatory Reply Check 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 Regulatory Reply Check 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-regulatory-reply-check. 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 Regulatory Reply Check?

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 Regulatory Reply Check?

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

Is the Pkulaw Mcp Regulatory Reply Check 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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