Agent skill

Multi Document Summarization

by THUYRan in THUYRan/Legal-Skills-Chinese

当需要对多份相关文档进行综合分析、提取共同观点、识别冲突并生成统一概览时触发此技能. An agent skill from THUYRan/Legal-Skills-Chinese.

No licenceAuto-check passedWriting & Content

Install Multi Document Summarization

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

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

GitHub CLI
$ gh skill install THUYRan/Legal-Skills-Chinese multi-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/multi-document-summarization .claude/skills/multi-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
multi-document-summarization
GitHub stars
868
Token cost
~2.4k tokens
SKILL.md length
294 words
Files
1
Skills in repo
71
Repo updated
First seen
Licence
None found

At a glance

当需要对多份相关文档进行综合分析、提取共同观点、识别冲突并生成统一概览时触发此技能. An agent skill from THUYRan/Legal-Skills-Chinese.

  • Works in 3 steps: 确认文档数量和来源:列出全部文档清单,标注来源和类型 → 统一格式:将 PDF、Word、网页等转换为可处理的文本 → 建立文档档案:为每份文档编号,便于后续引用
  • 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 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Multi Document Summarization is an agent skill from THUYRan/Legal-Skills-Chinese. 当需要对多份相关文档进行综合分析、提取共同观点、识别冲突并生成统一概览时触发此技能。 典型触发场景包括但不限于: - 用户上传多份判决书、裁定书,要求总结类案裁判要旨 - 用户提供多个合同文本,要求归纳条款异同和关键差异 - 用户提供多份法律法规、司法解释,要求梳理规范演变和适用要点 - 用户提供多个证据材料、调查笔录,要求整合事实脉络 - 用户提供多篇学术论文、研究报告,要求提炼研究共识和分歧 - 用户要求对比多份法律意见书的观点差异 本技能的核心价值:不是简单压缩单篇文档,而是构建跨文档的关联分析,识别共性与差异,生成新的综合性洞见。

Its SKILL.md is about 2.4k 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.

When your agent uses it

  • Tasks that involve Summarization

Example prompts

  • “/multi-document-summarization”

Workflow steps

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

  1. 确认文档数量和来源:列出全部文档清单,标注来源和类型
  2. 统一格式:将 PDF、Word、网页等转换为可处理的文本
  3. 建立文档档案:为每份文档编号,便于后续引用

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

Multi Document Summarization loads about 2.4k tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 294 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~75
When it runs · the whole SKILL.md, loaded when a task matches
~2.4k

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 294 words (~2,382 tokens).

name
multi-document-summarization

Read the full SKILL.md on GitHub

Files

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

Open the folder on GitHubat commit c31ef1f

Compare with similar skills

Multi 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.

Multi Document Summarization compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Multi Document Summarization this skillTHUYRan/Legal-Skills-Chinese868—~2.4kAutomated safety check: PassNone
News Aggregator Skillcclank/news-aggregator-skill1.3k—~2.1kAutomated safety check: PassNone
Vss Search ArchiveNVIDIA-AI-Blueprints/video-search-and-summarization1.9k—~3.6kAutomated safety check: PassApache-2.0
AI Daily Newsgeekjourneyx/ai-daily-skill235—~2.3kAutomated safety check: PassNone
AnalyzeriBigQiang/feedgrab613—~1kAutomated safety check: PassMIT
Reportmicrosoft/data-formulator18k—~1.5kAutomated safety check: PassMIT

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Questions about Multi Document Summarization

What does Multi Document Summarization do?

当需要对多份相关文档进行综合分析、提取共同观点、识别冲突并生成统一概览时触发此技能. An agent skill from THUYRan/Legal-Skills-Chinese. Multi Document Summarization is an agent skill from THUYRan/Legal-Skills-Chinese.

When should I use Multi Document Summarization?

Multi Document Summarization fits situations like: tasks that involve Summarization.

How do I install Multi Document Summarization in Claude Code?

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

How do I install Multi Document Summarization in Codex?

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

Can I use Multi 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 multi-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/multi-document-summarization, .gemini/skills/multi-document-summarization, .github/skills/multi-document-summarization and .opencode/skills/multi-document-summarization in your project.

What does Multi Document Summarization need to run?

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

Does Multi 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 Multi 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 Multi Document Summarization use?

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

How many tokens does Multi Document Summarization use?

About 2.4k tokens (SKILL.md is roughly 9.5k 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 Multi Document Summarization?

Skills that share tags, products or a category with Multi Document Summarization: News Aggregator Skill (cclank/news-aggregator-skill, 1.3k stars), Vss Search Archive (NVIDIA-AI-Blueprints/video-search-and-summarization, 1.9k stars), AI Daily News (geekjourneyx/ai-daily-skill, 235 stars) and Analyzer (iBigQiang/feedgrab, 613 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Multi Document Summarization?

THUYRan (a GitHub user) maintains it in THUYRan/Legal-Skills-Chinese, which has 868 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.