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Pkulaw Mcp Grounded Answer

Community
NEU-ZHA
pkulaw-mcp-grounded-answer

通用法律答复草稿工作流,用于把已检索到的法规、案例和引用核验结果整理成可复核、可转发、可继续修改的答复文本。Use when:律师、法务、合规或法律运营需要回复客户、业务、领导或内部群,且问题不明显属于某个已单独建模的垂直场景。NOT for:纯资料探索、仅需检索列表、不需要形成答复草稿的任务;以及已有更合适垂直 Skill(如劳动用工回复)时。要求先补齐关键事实,再检索后结论;未核验的具体法条不得写成确定依据。

Overview

PublisherNEU-ZHA
Repositorylegal-ai-skills
Skill namepkulaw-mcp-grounded-answer
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 Grounded Answer 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-grounded-answer
  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-grounded-answer .claude/skills/pkulaw-mcp-grounded-answer
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Pkulaw Mcp Grounded Answer 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 Grounded Answer 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 Grounded Answer 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:Grounded Answer(通用法律答复)

这个 Skill 是通用交付层,适合把法律问题整理成一份可复核、可继续修改、可用于沟通的答复草稿。

如果问题已经明显属于某个垂直场景,例如劳动用工、公司治理研究备忘、合同批量筛查,应优先转到更窄的组合 Skill,而不是继续停留在这里。

这个 Skill 真正要完成的动作

当用户说“帮我回复客户”“给我一个法律口径”“整理成可发给业务的答复”时,不要停在检索列表,而要产出:

  • 简短结论
  • 主要依据
  • 风险提示
  • 待复核点
  • 可追溯版本(如需要)

先看边界

  • 这是通用法律答复 Skill,不是垂直行业或专业场景的专用答复 Skill。
  • 目标是形成“初步答复草稿”,不是正式法律意见书。
  • 若已有垂直 Skill 更合适,应优先转交,而不是在这里泛化处理。

缺信息先追问

以下信息缺失时,先补 1-2 个最关键问题,不要直接写结论:

  • 适用法域或地域
  • 关键事实前提
  • 时间点或版本要求
  • 交付对象:内部讨论、客户回复、审批说明、对外发函
  • 是否需要类案支撑

如果用户一时无法补齐,也只能按“有限事实前提下的初步答复草稿”输出。

推荐工作流

  1. 界定任务:确认用户要的是答复草稿,而不是检索列表。
  2. 补足前提:先补法域、时点、关键事实、交付对象。
  3. 检索取数:规则问题优先用法规检索;需要裁判倾向时再补案例检索。
  4. 草稿成形:先写“结论 + 依据 + 前提 + 风险提示”。
  5. 引用核验:出现具体法条、司法解释或精确引用时,走 citation-validator。
  6. 链接增强:需要转发、审批或沉淀时,用 doc-link 做增强。
  7. 标注边界:把“已核验 / 待复核 / 仍缺事实”分开写。

输出纪律

  • 只在已检索依据覆盖的范围内表达结论。
  • 不写“明确合法”“一定胜诉”“可以直接执行”等绝对化措辞。
  • 事实不足处要单列,不与结论混写。
  • 面向客户、领导或审批流时,优先输出“短结论 + 依据列表 + 待复核点”。

质量门槛

  • 没有无来源法条、案号或裁判要点。
  • 每个关键结论至少能回到一条当次检索依据。
  • 重要引用经过 citation-validator,或明确标注未核验。
  • 需要流转时,优先提供 doc-link 增强版本。

失败与降级

  • citation-validator 不可用:只能标注“引用未核验”,不能写“已确认”。
  • doc-link 不可用:先交付纯文本并声明“链接待补”。
  • 检索为空:返回“未检索到足够依据”,并给出下一步检索建议。
  • 事实前提不足:输出“基于当前已知事实的初步答复草稿”,并列出仍需补充的信息。

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 Grounded Answer AI skill do?

通用法律答复草稿工作流,用于把已检索到的法规、案例和引用核验结果整理成可复核、可转发、可继续修改的答复文本。Use when:律师、法务、合规或法律运营需要回复客户、业务、领导或内部群,且问题不明显属于某个已单独建模的垂直场景。NOT for:纯资料探索、仅需检索列表、不需要形成答复草稿的任务;以及已有更合适垂直 Skill(如劳动用工回复)时。要求先补齐关键事实,再检索后结论;未核验的具体法条不得写成确定依据。

Why use Pkulaw Mcp Grounded Answer on TypingMind?

Because you install it once and use it with any model. Pkulaw Mcp Grounded Answer 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 Grounded Answer 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-grounded-answer. 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 Grounded Answer?

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 Grounded Answer?

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

Is the Pkulaw Mcp Grounded Answer 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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