文档内容总结 Summary & Analysis txt/docx/pdf/xlsx/xls

local document summary & analysis tool. triggers: 帮我总结, 总结文件, 分析文档, 分析总结, 总结一下, 分析一下 summarize for me, analyze for me, summarize the file, analyze the document, file summary, document analysis Supported formats: txt, docx, pdf, xlsx, xls ⚠️ Privacy Note: Extracted content will be sent to OpenClaw LLM for summary/analysis — DO NOT use with sensitive/confidential files.

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"