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Law To Markdown

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anbeime
law-to-markdown

律师助理与法律助手在处理繁杂法条时，当需要将 PDF/Word/TXT 格式的法律规范文件转为结构化 Markdown 时适用。自动完成 OCR 解析、法律层级识别与三阶段保真校验，一键生成排版完美的法条 Markdown 文档及审核报告，让法律文本数字化工作事半功倍。

Overview

Publisheranbeime
Repositoryskill
Skill namelaw-to-markdown
Stars
6.9K
Forks
645
Bundled files
5
Links
Skill sourceRepositoryHomepage
  • 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.

  • 5 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by anbeime on GitHub. Read the source before you install it.

Installation

Install the Law To Markdown 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.
  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/anbeime/skill.git /tmp/skill
mkdir -p .claude/skills
cp -r /tmp/skill/skills/legal-assistant-skills-main/law-to-markdown .claude/skills/law-to-markdown
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Law To Markdown 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 Law To Markdown 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 Law To Markdown 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.

Law To Markdown

处理规则

  1. 输入为 .txt：直接转存为 .md。
  2. 输入为 .pdf / .docx：
    • 先检查是否已安装 mineru-ocr skill。
    • 未安装：提示先安装 mineru-ocr，安装地址： https://github.com/cat-xierluo/legal-skills/tree/main/skills/mineru-ocr
    • 已安装：优先调用 mineru-ocr 处理。
    • 调用失败：先提示检查 mineru-ocr 配置/Token。
    • 仅当用户明确同意时，才使用本地回退（python-docx / pdfplumber）。
  3. 第一阶段完成后默认执行第二阶段格式调整（仅格式，不改原文字符）：
    • 由调用该 skill 的大模型先判断“法律/非法律”，并把结果传给脚本。
    • 若调用方未传结果，则脚本使用硬规则自动识别（--law-decision auto）。
    • 法律名称 #
    • 编/分编 ##
    • 章 ###
    • 节 ####
    • 条 #####（仅“第X条”为标题；第X条【条标】整行为标题不拆）
    • 款/项/目无标题
    • 项、目按标记换行
    • 清理多余空格：去行尾空格、去行首 ASCII 空格、去正文行首全角缩进、规范标题后的空格
  4. 若识别为明显非法律文本（如 GB/标准类文档），第二阶段明确拒绝：Stage2: rejected (non-law-document)。
  5. 若第二阶段未识别法律结构或保真校验失败，则自动 no-op，不改文本。
  6. 默认执行第三阶段检查（双子阶段，硬门槛）：
    • Stage3-A：校验 stage2 相对 stage1 的文字内容准确性（去标题符号与空白后字符流必须一致）
    • Stage3-B：校验结构效果（结构层级、条标题规则、非法律策略、空格规范、项/目换行）
    • 任一失败触发自动重走，最多 2 次；仍失败默认报错退出

二阶段识别参数

  • --law-decision law：调用方已判定为法律文本，直接按法律结构优化。
  • --law-decision non-law：调用方已判定为非法律文本，阶段二直接拒绝。
  • --law-decision auto：不传判定时的默认模式，使用脚本内硬规则。

三阶段参数

  • --skip-stage3-check：跳过第三阶段检查（默认不跳过）。
  • --stage3-max-retries：失败后自动重走次数，默认 2。
  • --stage3-strict / --no-stage3-strict：
    • 默认严格模式（失败即报错退出）
    • 非严格模式仅输出报告，不阻断流程
  • --artifact-level minimal|standard|debug：
    • minimal（默认）：面向交付，输出最少
    • standard：保留过程文件（stage1/stage2/stage3-check）便于排查
    • debug：保留全部过程产物（包含调试信息）

输出规则

  • 默认输出到输入文件同目录的 markdown/ 子目录，并按输入文件名创建独立目录：
    • markdown/<文件名>/
  • 默认（--artifact-level minimal）输出：
    • <原文件名>+审核报告.md（详细过程和结论）
    • <原文件名>+最终成果.md（仅法律文本且审核通过时生成）
  • 非法律文档（如 GB/标准类）：
    • 结论为“拒绝处理”
    • 仅输出 <原文件名>+审核报告.md
    • 不输出 <原文件名>+最终成果.md
  • 审核未通过时会自动保留过程文件用于排查：
    • <文件名>.stage1.md
    • <文件名>.stage2.md
    • <文件名>.stage3-check.md
  • 若需更多产物可切换：
    • --artifact-level standard：保留 stage1/stage2/stage3-check
    • --artifact-level debug：保留全部调试产物
  • 可通过命令参数指定 --out 或 --out-dir。

常用命令

bash
python3 law-to-markdown/scripts/law_to_markdown.py "input.txt"
python3 law-to-markdown/scripts/law_to_markdown.py "input.docx"
python3 law-to-markdown/scripts/law_to_markdown.py "input.pdf"

用户明确同意回退时：

bash
python3 law-to-markdown/scripts/law_to_markdown.py "input.docx" --allow-fallback
python3 law-to-markdown/scripts/law_to_markdown.py "input.pdf" --allow-fallback

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 Law To Markdown AI skill do?

律师助理与法律助手在处理繁杂法条时，当需要将 PDF/Word/TXT 格式的法律规范文件转为结构化 Markdown 时适用。自动完成 OCR 解析、法律层级识别与三阶段保真校验，一键生成排版完美的法条 Markdown 文档及审核报告，让法律文本数字化工作事半功倍。

Why use Law To Markdown on TypingMind?

Because you install it once and use it with any model. Law To Markdown 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 Law To Markdown in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/anbeime/skill/tree/main/skills/legal-assistant-skills-main/law-to-markdown. 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 Law To Markdown?

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 Law To Markdown?

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

Is the Law To Markdown AI skill free?

It is published on GitHub by anbeime. Check the repository for licensing terms. 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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