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Install in OpenClaw
/install summarize-cn
Description
智能内容摘要工具，支持长文本、文档、网页内容自动摘要，提取核心要点、关键词，支持自定义摘要长度。
README (SKILL.md)
Summarize 智能内容摘要工具
自动对各类内容进行结构化摘要，提炼核心信息，节省阅读时间。
核心功能
1. 文本摘要
直接输入长文本，自动生成结构化摘要：
- 支持最多10万字长文本处理
- 自动提炼核心观点、关键结论
- 保留重要数据、时间、人物等关键信息
- 支持自定义摘要长度（简洁/标准/详细）
2. 文档摘要
支持本地常见文档直接摘要：
- 支持格式：.txt/.md/.docx/.pdf
- 自动提取内容，保留排版信息
- 生成文档大纲+核心内容摘要
3. 网页摘要
输入URL自动抓取网页内容并生成摘要：
- 自动过滤广告、导航栏等无效内容
- 提取正文核心信息
- 保留来源链接、发布时间等元信息
4. 关键词提取
自动提取内容核心关键词、关键短语：
- 关键词按重要程度排序
- 支持自定义关键词数量
- 自动识别专有名词、行业术语
使用方法
基础使用
# 直接摘要文本
summarize "这里是需要摘要的长文本内容..."
# 从文件读取内容摘要
summarize --file ./report.md
# 网页内容摘要
summarize --url https://example.com/article
# 提取关键词
summarize --keywords "文本内容"
高级参数
| 参数 | 说明 | 默认值 |
|---|---|---|
| --length | 摘要长度：short/medium/long | medium |
| --output | 输出格式：text/markdown/json | text |
| --keywords-count | 提取关键词数量 | 5 |
| --include-meta | 是否包含元信息（字数、统计等） | false |
示例
文本摘要
summarize --length long "2026年AI行业发展报告全文..."
输出：
【摘要】2026年AI行业核心进展包括...主要趋势包括...面临的挑战包括... 【关键词】AI大模型, 多模态, 推理成本, 智能体
网页摘要
summarize --url https://zhuanlan.zhihu.com/p/xxxxxxxxxx --output markdown
Usage Guidance
This skill is reasonable for summarizing text, selected documents, and webpages. Before using it, only provide files or URLs you are comfortable processing, avoid confidential material unless intended, and install any missing Python dependencies from trusted sources.
Capability Analysis
Type: OpenClaw Skill
Name: summarize-cn
Version: 1.0.0
The skill provides legitimate summarization functionality but includes high-risk capabilities such as arbitrary local file reading via the `--file` argument and potential Server-Side Request Forgery (SSRF) via the `--url` parameter in `summarize.py`. While these features are aligned with the tool's stated purpose, the lack of path sanitization or URL filtering allows an attacker to potentially access sensitive system files or internal network resources.
Capability Assessment
Purpose & Capability
The stated purpose is text, document, webpage summarization and keyword extraction, and the Python code implements those functions without unrelated actions.
Instruction Scope
The usage examples require explicit user inputs such as direct text, --file, --url, or --keywords; there are no instructions to run automatically, override user intent, or hide behavior.
Install Mechanism
There is no install spec and the source/homepage are not provided. The included code is simple and does not auto-install packages or download executables, but dependency/provenance context is limited.
Credentials
The script can read a user-specified local file and fetch a user-specified URL, which is proportionate for document/webpage summarization but can involve private content if the user chooses those inputs.
Persistence & Privilege
No credentials, elevated permissions, background workers, persistence, file writes, or account mutation behavior are shown.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install summarize-cn - After installation, invoke the skill by name or use
/summarize-cn - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
长文本/文档/网页自动摘要，提取核心要点、关键词
Metadata
Frequently Asked Questions
What is 智能摘要?
智能内容摘要工具，支持长文本、文档、网页内容自动摘要，提取核心要点、关键词，支持自定义摘要长度。 It is an AI Agent Skill for Claude Code / OpenClaw, with 59 downloads so far.
How do I install 智能摘要?
Run "/install summarize-cn" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 智能摘要 free?
Yes, 智能摘要 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 智能摘要 support?
智能摘要 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 智能摘要?
It is built and maintained by paudyyin (@paudyyin); the current version is v1.0.0.
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