Legal Fact Checker logo

Legal Fact Checker

Community
NEU-ZHA
legal-fact-checker

核查法律稿件中新增、改变或有疑点的事实、数字和引用;用户要求全面核查时覆盖全文。纯措辞或格式修改无需扩展核查范围。

Overview

PublisherNEU-ZHA
Repositorylegal-ai-skills
Skill namelegal-fact-checker
Stars
70
Forks
7
Bundled files
1
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.

  • 1 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 Legal Fact Checker 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/legal-fact-checker
  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/legal-fact-checker .claude/skills/legal-fact-checker
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Legal Fact Checker 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 Legal Fact Checker 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 Legal Fact Checker 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.

法律产出事实核查

核查范围从用户要求确定。全面审计覆盖全部主张;局部修改核对受影响事实与引用,保留范围外文字和格式。

来源与材料

  • 先定位与问题有关的文件、页码或章节。原文可直接读取时无需统一转为 Markdown,也不因提供文件夹而转换全部文件。
  • 需要提取时选可用工具,保留出处、页码或段落。长文先检查提取覆盖范围;出现缺页、截断、表格错位或识别疑点时,再用第二工具或原页核对。
  • 检索未命中不能证明原文没有。作出缺失判断前,确认相关页已完整提取或检查原页。
  • 中间提取文件放内部工作目录;已有 _source_md/ 可复用,但目录名不是事实真实性的条件。
  • 局部无法读取时说明影响范围,继续已可靠取得材料的部分。不得以不完整提取结果冒充全面核查。

核对要求

  • 关键事实可追溯到用户提供的原始材料或可核验的一手来源;区分事实、作者主张、推断及假设。
  • 案例核对案号、当事人、法院、日期、裁判结果和相关说理。金额、日期、案号逐字核对;不凭印象补细节。
  • 法规核对名称、条款项、原文及与案件时间有关的效力状态。转述不得当成原文引语。
  • 姓名按原文处理;用户要求脱敏时遵循其脱敏范围,保持身份对应一致。
  • 同一引用在本次核查已取得可靠原文且无变化时可复用核验记录;发现矛盾、新材料或改动再核查相关项。

检索与工具

发现实际可用的工具并读取参数 schema。北大法宝、其他权威数据库、发布机关或法院原文均可提供核验依据,不能假定某一供应商的专用接口已安装。

有可用法宝 MCP 时按法规、精准条文或案例任务选择接口;网页兜底按需使用 pkulaw-legal-search。缺少案号识别或超链接接口时,直接核对取得的原文与来源,不停止其他核查,不编造接口返回、案号或链接。

交付前检查

对本次范围检查来源对应、数字一致、时间线和论证是否与已核验材料相符。已完成且无新问题的检查无需按固定遍数重复。

纠正能够确认的错误;未能取得可靠依据的关键主张应删除、改为条件表达或明确标为待核实,不能写成已验证结论。尚存缺口影响结论时,向用户说明具体位置和影响。

默认交付用户请求的文件或答复。只有用户要求独立核查底稿时才另建清单,包含位置、原主张、核查结果、来源和未决项;过程标签不进入提交用正文。不强制生成 UNSOURCED.md。

相关工作

  • 引注格式:legal-citation-comprehensive;DOCX 原生脚注按需使用 legal-citation-automator。
  • 民法作业版式:legal-homework-formatter。
  • 需要 OCR 或复杂版面提取时,选择当前可用的本地或已授权服务;服务上传与费用不由本技能自动授权。

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 Legal Fact Checker AI skill do?

核查法律稿件中新增、改变或有疑点的事实、数字和引用;用户要求全面核查时覆盖全文。纯措辞或格式修改无需扩展核查范围。

Why use Legal Fact Checker on TypingMind?

Because you install it once and use it with any model. Legal Fact Checker 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 Legal Fact Checker in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/NEU-ZHA/legal-ai-skills/tree/main/skills/legal-fact-checker. 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 Legal Fact Checker?

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 Legal Fact Checker?

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

Is the Legal Fact Checker 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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