Agent skill

Law To Markdown

by anbeime in anbeime/skill

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。

Apache-2.0Auto-check passedDocuments & Office

Install Law To Markdown

skills CLI
$ npx skills add anbeime/skill --skill law-to-markdown -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install anbeime/skill law-to-markdown --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/anbeime/skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/legal-assistant-skills-main/law-to-markdown .claude/skills/law-to-markdown && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
law-to-markdown
GitHub stars
7.8k
Token cost
~631 tokens
SKILL.md length
115 words
Files
8 (incl. scripts)
Skills in repo
62
Repo updated
First seen
Licence
Apache-2.0

At a glance

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。

  • Works in 6 steps: 输入为 .txt:直接转存为 .md。 → 输入为 .pdf / .docx → 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) → …
  • Tasks that involve Markdown
  • SKILL.md covers 处理规则, 二阶段识别参数, 三阶段参数 and 输出规则, plus 1 more section
  • Runs Python scripts from its folder; calls python3; reaches github.com

What it does

Law To Markdown is an agent skill from anbeime/skill. 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。

Its SKILL.md is about 630 tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts (for example `agents/openai.yaml`, `scripts/cn_law_normalizer.py` and `scripts/law_to_markdown.py`).

It sits in Documents & Office, covering Markdown. The repository describes itself as: 收录最全、更新最快的技能Skills商店:精选原创技能包(涵盖文档处理、内容创作、编程开发、机器学习、自动化工作流),全部打包好可直接安装使用!同时自动抓取GitHub上万个Skills项目,按分类、更新时间、Star数量整理。The most comprehensive and frequently updated AI Agent skill… The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Markdown

Example prompts

  • “/law-to-markdown”

Requirements

  • Python 3

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. 输入为 .txt:直接转存为 .md。
  2. 输入为 .pdf / .docx
  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)
  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)

What it can do on your machine

Read from SKILL.md and the folder at commit db1e192. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 4 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Law To Markdown loads about 631 tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 115 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~38
When it runs · the whole SKILL.md, loaded when a task matches
~631

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from anbeime/skill at commit db1e192, republished under its Apache-2.0 licence (© anbeime). 115 words, ~631 tokens.

Download SKILL.mdSave it as .claude/skills/law-to-markdown/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.
name
law-to-markdown
description
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。

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

© anbeime, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 7 other files (scripts) in skills/legal-assistant-skills-main/law-to-markdown of anbeime/skill.

  • SKILL.md
  • .gitignore
  • LICENSE.txt
  • agents/openai.yaml
  • scripts/cn_law_normalizer.py
  • scripts/law_to_markdown.py
  • scripts/requirements.txt
  • scripts/stage3_checker.py

Open the folder on GitHubat commit db1e192

Compare with similar skills

Law To Markdown next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Law To Markdown compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Law To Markdown this skillanbeime/skill7.8k—~631Automated safety check: PassApache-2.0
Markdown Article FormatterJimLiu/baoyu-skills27k6 repos~3.5kAutomated safety check: PassMIT
MarkitdownImCa0/just-laws78114 repos~3.2kAutomated safety check: NotesMIT
Obsidian MarkdownAtmosphere/atmosphere3.8k20 repos~1.3kAutomated safety check: PassApache-2.0
Crosspostingwasp-lang/wasp19k—~1.1kAutomated safety check: PassMIT
Gzh Designisjiamu/gzh-design-skill4k—~2.2kAutomated safety check: PassAGPL-3.0

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Questions about Law To Markdown

What does Law To Markdown 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。. Law To Markdown is an agent skill from anbeime/skill.

When should I use Law To Markdown?

Law To Markdown fits situations like: tasks that involve Markdown.

How do I install Law To Markdown in Claude Code?

Run `npx skills add anbeime/skill --skill law-to-markdown -a claude-code`. Or copy the skill folder (skills/legal-assistant-skills-main/law-to-markdown in anbeime/skill) into .claude/skills/law-to-markdown in your project. Claude Code loads it when a task matches its description.

How do I install Law To Markdown in Codex?

Run `npx skills add anbeime/skill --skill law-to-markdown -a codex`. Or copy the skill folder (skills/legal-assistant-skills-main/law-to-markdown in anbeime/skill) into .agents/skills/law-to-markdown in your project. Codex loads it when a task matches its description.

Can I use Law To Markdown in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add anbeime/skill --skill law-to-markdown -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/law-to-markdown, .gemini/skills/law-to-markdown, .github/skills/law-to-markdown and .opencode/skills/law-to-markdown in your project.

What does Law To Markdown need to run?

Going by SKILL.md and its folder, Law To Markdown needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Law To Markdown access the network?

SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Law To Markdown safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Law To Markdown use?

Law To Markdown is published under the Apache-2.0 licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Law To Markdown use?

About 631 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Law To Markdown?

Skills that share tags, products or a category with Law To Markdown: Markdown Article Formatter (JimLiu/baoyu-skills, 27k stars), Markitdown (ImCa0/just-laws, 781 stars), Obsidian Markdown (Atmosphere/atmosphere, 3.8k stars) and Crossposting (wasp-lang/wasp, 19k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Law To Markdown?

anbeime (a GitHub user) maintains it in anbeime/skill, which has 7,760 GitHub stars. The repository holds 62 skills in this directory. The repository was last updated on October 9, 2026.

Source: anbeime/skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.