文档内容总结 Summary & Analysis txt/docx/pdf/xlsx/xls
VerifiedA universal tool for extracting text from local documents and generating summaries/analysis, supporting both Chinese and English trigger words.
$ Add to .claude/skills/ About This Skill
- # File Summary & Analysis Tool (文件总结与分析工具)
- A universal tool for extracting text from local documents and generating summaries/analysis, supporting both Chinese and English trigger words.
- ## Token Extraction (参数提取)
- ### Chinese Input Example (中文示例)
- From user input `帮我总结 D:\测试.pdf` → `file_path` = `D:\测试.pdf`
- ### English Input Example (英文示例)
- From user input `summarize for me C:\test.pdf` → `file_path` = `C:\test.pdf`
- ## Actions (操作指令)
- ### Extract Document Content (提取文档内容)
- { "action": "extract", "file_path": "D:\\测试.pdf" }
- { "action": "extract", "file_path": "C:\\test.pdf" }
- Returns (返回结果):
- Success: Plain text content of the document (txt/docx/pdf/xlsx/xls)
- Error: Error message starting with ❌ (e.g. ❌ File not found, ❌ Unsupported format)
- ### Generate Summary/Analysis (生成总结/分析)
- { "action": "summary", "file_path": "D:\\测试.pdf" }
- { "action": "analysis", "file_path": "C:\\test.pdf" }
- Returns (返回结果):
- Summary: Concise key-point summary of the document content (integrated with OpenClaw LLM)
- Analysis: In-depth analysis of the document content (integrated with OpenClaw LLM)
- ## Workflow (工作流程)
- To summarize/analyze a local document:
- 1. Extract content: `{ "action": "extract/analysis", "file_path": "your_file_path" }` → returns plain text
- 2. Generate result: OpenClaw LLM summarizes/analyzes the extracted text automatically
- ## Configuration (配置项)
- channels:
- local:
- tools:
- file_summary: true # default: true
- python: true # required - need Python environment
- ## Dependency (依赖环境)
- ### Required Environment (必备环境)
- 1. Python 3.8+ (added to system environment variables)
- 2. Required Python packages (auto-installed by script):
- - python-docx (for docx)
- - pypdf (for pdf)
- - openpyxl (for xlsx)
- - xlrd==1.2.0 (for xls)
- ### Tool Path Configuration (工具路径配置)
- 1. Place the tool files in OpenClaw's skill folder:
- OpenClaw/skills/file-summary/
- ├─ SKILL.md (this file)
- ├─ file2sum.py
- 2. Set the execution command in OpenClaw:
- ${skill_path}\\file2sum.py
- ## Permissions (权限要求)
- Required (必备):
- Local file read permission (user needs to grant file access)
- Python execute permission (no special system permissions required)
- ## Usage (使用方法)
- ### Local Deployment (本地部署)
- 1. Put the `file-summary` folder into OpenClaw's `skills` directory
- 2. Restart OpenClaw
- 3. Input Examples (输入示例):
- - Chinese (中文): "帮我总结 D:\测试.pdf", "分析文档 C:\数据\销售表.xlsx"
- - English (英文): "summarize for me C:\test.pdf", "analyze the document D:\data\sales.xlsx"
- ### Public Deployment (公开发布)
- 1. Upload the `file-summary` folder (include md/py) to a public platform (e.g. GitHub/Gitee, ClawHub)
- 2. Share the download link
- 3. Users import via OpenClaw "Skill Market → Import from URL"
Use Cases
- Generate summaries of file contents for quick understanding without full reading
- Produce project file overviews that describe what each file contains
- Create digest summaries of long documents and reports
- Summarize code file purposes and key functions for onboarding documentation
- Generate file-level descriptions for documentation automation
Pros & Cons
Pros
- +Quick comprehension of file contents without reading entire files
- +Useful for onboarding developers to unfamiliar codebases
- +Automated summary generation scales across large file collections
Cons
- -Documentation primarily in Chinese
- -Only available on claude-code and openclaw platforms
- -Summary accuracy depends on the AI model's understanding of file content
FAQ
What does 文档内容总结 Summary & Analysis txt/docx/pdf/xlsx/xls do?
A universal tool for extracting text from local documents and generating summaries/analysis, supporting both Chinese and English trigger words.
What platforms support 文档内容总结 Summary & Analysis txt/docx/pdf/xlsx/xls?
文档内容总结 Summary & Analysis txt/docx/pdf/xlsx/xls is available on Claude Code, OpenClaw.
What are the use cases for 文档内容总结 Summary & Analysis txt/docx/pdf/xlsx/xls?
Generate summaries of file contents for quick understanding without full reading. Produce project file overviews that describe what each file contains. Create digest summaries of long documents and reports.
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