Agent skill

Legal Document Summarization

by THUYRan in THUYRan/Legal-Skills-Chinese

当需要对判决书、裁定书、调解书、仲裁裁决书、行政处罚决定书等法律文书进行结构化摘要时触发此技能. An agent skill from THUYRan/Legal-Skills-Chinese.

No licenceAuto-check passedWriting & Content

Install Legal Document Summarization

skills CLI
$ npx skills add THUYRan/Legal-Skills-Chinese --skill legal-document-summarization -a claude-code

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

GitHub CLI
$ gh skill install THUYRan/Legal-Skills-Chinese legal-document-summarization --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/THUYRan/Legal-Skills-Chinese.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/legal-document-summarization .claude/skills/legal-document-summarization && 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
legal-document-summarization
GitHub stars
874
Token cost
~2.8k tokens
SKILL.md length
352 words
Files
1
Skills in repo
71
Repo updated
First seen
Licence
None found

At a glance

当需要对判决书、裁定书、调解书、仲裁裁决书、行政处罚决定书等法律文书进行结构化摘要时触发此技能. An agent skill from THUYRan/Legal-Skills-Chinese.

  • Works in 4 steps: 文书采纳了哪些事实(证据采信情况) → 如何适用法律规范(法条解释和适用) → 如何回应主要争议与抗辩(对反对意见的回应) → …
  • Tasks that involve Summarization
  • SKILL.md covers 概述表格, 法律声明, 一、核心概念 and 二、完整工作流程, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Legal Document Summarization is an agent skill from THUYRan/Legal-Skills-Chinese. 当需要对判决书、裁定书、调解书、仲裁裁决书、行政处罚决定书等法律文书进行结构化摘要时触发此技能。 典型触发场景包括但不限于: - 用户要求对一份法律文书做摘要、提炼要点或生成裁判要旨 - 用户需要将多份法律文书转化为可对比、可检索的标准化摘要 - 用户要求提取案件信息、争议焦点、法律依据或说理过程 - 用户需要为案例研究、诉讼分析、教学备课准备摘要材料 - 用户要求区分不同文书类型(判决/裁定/调解/仲裁/行政处罚)的摘要重点 本技能的核心价值:在忠实于原文的基础上,将冗长法律文书转化为简明、客观、结构化的摘要,突出核心内容,避免复述全文和主观评价。

Its SKILL.md is about 2.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Writing & Content, covering Summarization and Policy and terms drafting.

When your agent uses it

  • Tasks that involve Summarization
  • Tasks that involve Policy and terms drafting

Example prompts

  • “/legal-document-summarization”

Workflow steps

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

  1. 文书采纳了哪些事实(证据采信情况)
  2. 如何适用法律规范(法条解释和适用)
  3. 如何回应主要争议与抗辩(对反对意见的回应)
  4. 如何从事实+规范推导出结论(逻辑链条)

What it can do on your machine

Read from SKILL.md and the folder at commit c31ef1f. 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

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

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

  • Network

    No URLs in SKILL.md.

    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

Legal Document Summarization loads about 2.8k tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 352 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~77
When it runs · the whole SKILL.md, loaded when a task matches
~2.8k

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); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 352 words (~2,817 tokens).

name
legal-document-summarization

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/legal-document-summarization of THUYRan/Legal-Skills-Chinese.

Open the folder on GitHubat commit c31ef1f

Compare with similar skills

Legal Document Summarization 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.

Legal Document Summarization compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Legal Document Summarization this skillTHUYRan/Legal-Skills-Chinese874—~2.8kAutomated safety check: PassNone
Legal Translationlawve-ai/awesome-legal-skills847—~14kAutomated safety check: PassCustom licence
Jev Question Translatorlawve-ai/awesome-legal-skills847—~6.9kAutomated safety check: PassApache-2.0
Ecopol Writing Stylebrycewang-stanford/Awesome-Journal-Skills1.2k—~1.1kAutomated safety check: PassMIT
News Aggregator Skillcclank/news-aggregator-skill1.3k—~2.1kAutomated safety check: PassNone
AI Daily Newsgeekjourneyx/ai-daily-skill235—~2.3kAutomated safety check: PassNone

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Questions about Legal Document Summarization

What does Legal Document Summarization do?

当需要对判决书、裁定书、调解书、仲裁裁决书、行政处罚决定书等法律文书进行结构化摘要时触发此技能. An agent skill from THUYRan/Legal-Skills-Chinese. Legal Document Summarization is an agent skill from THUYRan/Legal-Skills-Chinese.

When should I use Legal Document Summarization?

Legal Document Summarization fits situations like: tasks that involve Summarization; tasks that involve Policy and terms drafting.

How do I install Legal Document Summarization in Claude Code?

Run `npx skills add THUYRan/Legal-Skills-Chinese --skill legal-document-summarization -a claude-code`. Or copy the skill folder (skills/legal-document-summarization in THUYRan/Legal-Skills-Chinese) into .claude/skills/legal-document-summarization in your project. Claude Code loads it when a task matches its description.

How do I install Legal Document Summarization in Codex?

Run `npx skills add THUYRan/Legal-Skills-Chinese --skill legal-document-summarization -a codex`. Or copy the skill folder (skills/legal-document-summarization in THUYRan/Legal-Skills-Chinese) into .agents/skills/legal-document-summarization in your project. Codex loads it when a task matches its description.

Can I use Legal Document Summarization 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 THUYRan/Legal-Skills-Chinese --skill legal-document-summarization -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/legal-document-summarization, .gemini/skills/legal-document-summarization, .github/skills/legal-document-summarization and .opencode/skills/legal-document-summarization in your project.

What does Legal Document Summarization need to run?

SKILL.md names no scripts, command-line tools or credentials: Legal Document Summarization is instructions for the agent only.

Does Legal Document Summarization access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Legal Document Summarization 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. Review the folder before installing.

What licence does Legal Document Summarization use?

No licence was found for Legal Document Summarization or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Legal Document Summarization use?

About 2.8k tokens (SKILL.md is roughly 11k 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 Legal Document Summarization?

Skills that share tags, products or a category with Legal Document Summarization: Legal Translation (lawve-ai/awesome-legal-skills, 847 stars), Jev Question Translator (lawve-ai/awesome-legal-skills, 847 stars), Ecopol Writing Style (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and News Aggregator Skill (cclank/news-aggregator-skill, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Legal Document Summarization?

THUYRan (a GitHub user) maintains it in THUYRan/Legal-Skills-Chinese, which has 874 GitHub stars. The repository holds 71 skills in this directory. The repository was last updated on August 22, 2026.

Source: THUYRan/Legal-Skills-Chinese on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.