summarize-file

Read local files and generate concise Chinese summaries with adjustable length and focus.

2|Updated Mar 22, 2026
One-click install
npx skills add https://github.com/anzx01/LocalClaw --skill summarize-file
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize-file
Source: https://github.com/anzx01/LocalClaw/tree/main/bundled_skills/summarize-file
Command: npx skills add https://github.com/anzx01/LocalClaw --skill summarize-file

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provides a quick way to read any local file and generate a concise Chinese summary using the local model, eliminating the need for external services.

Core Features & Use Cases

  • File Reading: Retrieves file contents via the file_read tool.
  • Local Summarization: Generates summaries with the _local_model_prompt tool, supporting customizable length and focus.
  • Use Case: Summarize lengthy documents, notes, or reports directly on your machine without uploading them.

Quick Start

Summarize the file at /path/to/file.txt with a brief summary focusing on the main points.

Frequently Asked Questions about summarize-file

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I summarize a local file without uploading it to an external service?

You can summarize a local file without external services by using the file_read tool to retrieve content and the _local_model_prompt tool to generate a concise Chinese summary directly on your machine.

Can I adjust the length or focus of the generated Chinese summary?

Yes, you can optionally adjust the summary length and focus to tailor the Chinese summary output to highlight specific main points or keep it brief.

What is the best way to get a concise Chinese summary of lengthy local documents?

The best way to get a concise Chinese summary of lengthy local documents is using this local-model workflow, which reads files locally and generates summaries within token and temperature constraints.

Does local file summarization work without any external dependencies?

Yes, local file summarization works without external dependencies, as the Skill relies entirely on built-in file reading and local model prompting tools to process and summarize your files.

Are there token or temperature limitations when generating summaries with a local model?

Yes, summary generation with the local model operates within specific token and temperature constraints, which may affect the length and creativity of the concise Chinese summary produced.