文件总结 File Summary & Analysis

Local document summary tool. Activate when user mentions "总结文件", "帮我总结", "总结文档", "分析文档" or provides a local file path (txt/docx/pdf/xlsx/xls).

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Last updated: April 29, 2026

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Quick Start

Manual Installation

No automatic installation available. Please visit the source repository for installation instructions.

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File Summary Tool

Single tool

file_summary

for local document text extraction and summary.

Token Extraction

From user input

帮我总结 D:\测试.pdf

→

file_path

D:\测试.pdf

Actions

Extract Document Content

{ "action": "extract", "file_path": "D:\测试.pdf" }

Returns:

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

{ "action": "summary", "file_path": "D:\测试.pdf" }

Returns: Concise summary of the document content (integrated with OpenClaw LLM)

Workflow

To summarize a local document:

Extract content:

{ "action": "extract", "file_path": "your_file_path" }

→ returns plain text

Generate summary: OpenClaw LLM summarizes the extracted text automatically

Configuration

channels: local: tools: file_summary: true # default: true python: true # required - need Python environment

Dependency

Required Environment

Python 3.8+ (added to system environment variables)
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

Place the tool files in OpenClaw's skill folder: OpenClaw/skills/file-summary/ ├─ SKILL.md (this file) ├─ file2sum.py
Set the execution command in OpenClaw: ${skill_path}\file2sum.py

Permissions

Required:

Local file read permission (user needs to grant file access)
Python execute permission (no special system permissions required)

Usage

Local Deployment

Put the
```
file-summary
```
folder into OpenClaw's
```
skills
```
directory
Restart OpenClaw
User input example:
- "帮我总结 D:\测试.pdf"
- "总结文件 D:\数据\销售表.xlsx"

Public Deployment

Upload the
```
file-summary
```
folder (include md/py) to a public platform (e.g. GitHub/Gitee, ClawHub)
Share the download link
Users import via OpenClaw "Skill Market → Import from URL"

文件总结 File Summary & Analysis

AI Skill Market Insights

Quick Start

Manual Installation

TEAR & SHARE

Tags

Sepia (de-AI writing)

Be Part of the 2,637+ Developer Community

File Summary Tool

Token Extraction

Actions

Extract Document Content

Generate Summary

Workflow

Configuration

Dependency

Required Environment

Tool Path Configuration

Permissions

Usage

Local Deployment

Public Deployment

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