Pkulaw Mcp Case Memo logo

Pkulaw Mcp Case Memo

Community
NEU-ZHA
pkulaw-mcp-case-memo

类案检索报告与办案备忘工作流,用于把案例检索压缩成可讨论、可转发、可复核的备忘文本,包含案例样本、案号核验与链接增强。Use when:律师、争议解决团队或合规调查团队需要快速形成“类案要点 + 可核验线索 + 交付版备忘”的标准产物。NOT for:仅要单条案例原文、仅做案例列表罗列、或不需要对比分析的场景。要求关键信息必须可追溯到当次 MCP 返回,避免无依据的裁判倾向推断。

Overview

PublisherNEU-ZHA
Repositorylegal-ai-skills
Skill namepkulaw-mcp-case-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 Case 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-case-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-case-memo .claude/skills/pkulaw-mcp-case-memo
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Pkulaw Mcp Case 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 Case 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 Case 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:Case Memo(类案检索报告/办案备忘)

这个 Skill 是案例检索后的交付层。 它的目标不是把案例结果堆成清单,而是把样本整理成一份可讨论、可流转、可追溯的类案备忘。

先看边界

  • 只适用于需要形成“样本 + 比较 + 结论线索”的类案备忘场景。
  • 如果用户只是想查单个案号、找某条案例原文,优先用更窄的检索或案号工具,不要强行上升成备忘。
  • 不得把少量样本写成普遍裁判规则,不得无依据推断“法院倾向”。

这个 Skill 真正要完成的动作

把争议问题压缩成:

  • 检索范围
  • 核心类案样本
  • 对我方有利/不利线索
  • 样本局限
  • 可追溯链接版本

缺信息先追问

以下信息缺失时,先补充,不要急着下“裁判倾向”:

  • 争议焦点或核心法律问题
  • 想支持哪一方立场
  • 是否限定法院层级、地区、时间范围
  • 备忘用途:内部研判、客户沟通、庭前准备

如用户只给了笼统问题,先把检索目标缩成一句话,例如“确认某类解除理由在近年裁判中的支持情况”。

推荐工作流

  1. 确定检索问题:争点、法院层级、时间范围。
  2. 选择路径:无论用户给关键词还是长案情,先提炼争点和案由词走 case-keyword;两轮关键词仍缺少事实相似样本时才升级一次 case-semantic。
  3. 筛样本:取最相关案例并记录命中理由,不要只堆数量。
  4. 案号核验:先保留 case-keyword 返回的案号;只有精确匹配存疑或需要从长文本提取时,才用 125 积分的 case-number 二次核查。
  5. 结构化总结:提炼有利点、不利点、适用边界、样本局限。
  6. 链接增强:只有交付物确实需要法宝超链时,才用 125 积分的 doc-link,不要默认调用。

输出纪律

  • 不把有限样本概括成“法院普遍如此”。
  • 不把“有利样本较多”写成“结果一定如此”。
  • 对样本范围、地区偏差、时间跨度要单独提示。
  • 若要支持某一方案,仍要同时列出主要不利点。

质量门槛

  • “核心类案”必须保留可追溯线索(案号、链接或来源字段)。
  • 不输出“普遍支持”“一贯观点”等绝对判断,除非样本充分且有依据。
  • 对争议较大的结论,标注“需扩大样本继续检索”。

失败与降级

  • 样本过少:明确写“仅找到有限样本,不能据此概括整体倾向”。
  • 案号不稳:标记“待复核”,不要把该案例作为核心样本。
  • 需要快速内部讨论:先给“Top 3 样本 + 有利/不利点”,再补完整备忘。

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 Case Memo AI skill do?

类案检索报告与办案备忘工作流,用于把案例检索压缩成可讨论、可转发、可复核的备忘文本,包含案例样本、案号核验与链接增强。Use when:律师、争议解决团队或合规调查团队需要快速形成“类案要点 + 可核验线索 + 交付版备忘”的标准产物。NOT for:仅要单条案例原文、仅做案例列表罗列、或不需要对比分析的场景。要求关键信息必须可追溯到当次 MCP 返回,避免无依据的裁判倾向推断。

Why use Pkulaw Mcp Case Memo on TypingMind?

Because you install it once and use it with any model. Pkulaw Mcp Case 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 Case 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-case-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 Case 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 Case Memo?

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

Is the Pkulaw Mcp Case 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.

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