Pkulaw Mcp Governance Research Memo logo

Pkulaw Mcp Governance Research Memo

Community
NEU-ZHA
pkulaw-mcp-governance-research-memo

公司治理研究备忘工作流,用于把股权、决议、董事责任、控制权、关联交易等问题整理成可复核的研究备忘。Use when:问题跨规则与裁判实践。默认先拆成法规与案例关键词检索,只有定向检索仍有关键缺口时才升级综合语义召回。NOT for:单条法条或单案查询;未核验法条不得写成确定依据。

Overview

PublisherNEU-ZHA
Repositorylegal-ai-skills
Skill namepkulaw-mcp-governance-research-memo
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 Governance Research Memo 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-governance-research-memo
  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-governance-research-memo .claude/skills/pkulaw-mcp-governance-research-memo
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Pkulaw Mcp Governance Research Memo 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 Governance Research Memo 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 Governance Research Memo 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:Governance Research Memo(公司治理研究备忘)

这个 Skill 是研究备忘层,适合处理股权、决议、控制权、董监高责任、关联交易等跨规则与实践的问题。

它的特点不是“直接回答”,而是先综合召回,再把法规线与案例线拆开写成研究备忘。

这个 Skill 真正要完成的动作

把公司治理问题压缩成:

  • 研究问题与范围
  • 主要规则线索
  • 主要案例线索
  • 初步倾向与反向风险
  • 待进一步研究的问题

主对象与辅助对象

主对象

  • 公司治理问题本身:股权转让、股东会/董事会决议、公司控制权、董监高责任、关联交易等
  • 当次综合召回到的法规、案例、法条、研究资料

辅助对象

  • 客户背景材料
  • 历史备忘
  • 内部讨论纪要

辅助对象只用于帮助限定研究范围,不替代当次检索依据。

缺信息先追问

以下信息缺失时,先补充:

  • 研究问题一句话定义
  • 公司类型或交易场景
  • 是否限定法域、地区、时间范围
  • 更关注规则依据、裁判实践还是综合研究
  • 最终用途:内部研讨、客户沟通、项目论证、进一步写正式意见

若问题本身很宽,先把研究问题缩成 1-2 个明确子问题。

推荐工作流

  1. 界定问题:把宽泛问题缩成可检索的研究问题。
  2. 经济型召回:先拆成法规与案例问题,分别用 law-keyword 和 case-keyword 检索。
  3. 必要时升级:问题无法可靠拆分或两条关键词路径仍有关键缺口时,再用一次 semantic-nlsql。
  4. 形成备忘:规则、案例、初步倾向、反向风险、待研究问题分开写。
  5. 核验引用:明确法条或司法解释时,用 citation-validator 核验。
  6. 链接增强:需要流转或沉淀时,用 doc-link 做增强。

输出纪律

  • 不把综合召回结果直接写成最终法律结论。
  • 不把有限样本概括成“公司治理的一般规则”或“司法一贯观点”。
  • 对研究范围、样本局限、资料混杂要单独提示。
  • 若问题仍过宽,要把“下一步研究问题”单列出来。

质量门槛

  • 每条主要结论都能回到当次检索依据。
  • 规则与案例线索分开写,避免混同。
  • 重要法条引用经过 citation-validator 或明确标注未核验。
  • 综合召回结果已进一步分流,不直接原样堆砌。

失败与降级

  • semantic-nlsql 未配置或不可用:拆成法规检索 + 案例检索多轮处理。
  • 样本过多且分散:先聚焦 1-2 个子问题,不要一次覆盖全部治理议题。
  • 类案不足:明确写“当前案例样本有限,不能据此概括稳定裁判倾向”。

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 Governance Research Memo AI skill do?

公司治理研究备忘工作流,用于把股权、决议、董事责任、控制权、关联交易等问题整理成可复核的研究备忘。Use when:问题跨规则与裁判实践。默认先拆成法规与案例关键词检索,只有定向检索仍有关键缺口时才升级综合语义召回。NOT for:单条法条或单案查询;未核验法条不得写成确定依据。

Why use Pkulaw Mcp Governance Research Memo on TypingMind?

Because you install it once and use it with any model. Pkulaw Mcp Governance Research Memo 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 Governance Research Memo 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-governance-research-memo. 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 Governance Research Memo?

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 Governance Research Memo?

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

Is the Pkulaw Mcp Governance Research Memo 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.

View all

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇