skills.rest
Jacksonhuf
JacksonhufCOMMUNITY
Explore all skills by this author →
GitHub

file_reader

Extract and summarize text from local .txt, .md, .json, .yaml, and .csv files.

Updated Apr 11, 2026
Search Tags:#code#read#document-processing#log-analysis#summarize#text-files
One-click install
npx skills add https://github.com/Jacksonhuf/AxiMate --skill file-reader-jacksonhuf
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: file_reader
Source: https://github.com/Jacksonhuf/AxiMate/tree/main/integrations/ripple/copaw/src/copaw/agents/skills/file_reader
Command: npx skills add https://github.com/Jacksonhuf/AxiMate --skill file-reader-jacksonhuf

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill reads and summarizes the contents of local text-based files, helping you quickly grasp essential details without opening every document.

Core Features & Use Cases

  • Read and summarize plain text formats such as .txt, .md, .json, .yaml/.yml, and .csv.
  • Preview key sections, extract top-level keys from JSON/YAML, or summarize logs and code snippets.
  • Use case: quickly understand a repository's README or extract important metrics from a log file.

Quick Start

Read the content of a local text file and provide a concise summary.

Frequently Asked Questions about file_reader

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

FAQPage Schema
How do I summarize a large text file or log without opening the whole document?▼

You can summarize a large text file by reading the content via a safe text-access workflow that handles large files by sampling or chunking. This provides a quick overview of the document or log contents.

What text-based file formats can I extract and summarize using this approach?▼

You can extract and summarize common text-based file formats including .txt, .md, .json, .yaml/.yml, and .csv. This enables quick overviews of documents, logs, and source code.

Can I use this to extract top-level keys from JSON and YAML files?▼

Yes, you can extract top-level keys from JSON and YAML files. The text summarization process previews key sections and extracts important structural information from these formats.

Does this text summarization method work with PDFs and Office documents?▼

No, this text summarization method does not work with PDFs, Office documents, or images. It explicitly excludes non-text formats to avoid cross-skill conflicts.

What is the best way to get a quick overview of a repository README and source code?▼

The best way to get a quick overview of a repository README and source code is to use a text extraction and summarization process. It reads local plain text and markdown files to provide concise summaries.

Related Skills

Explore More Content & Communication Skills→
fum1plefum1ple

spec-reader

Locate and read project specification files to summarize acceptance criteria.

Community
Basic
xqinagxqinag

analyze-results

Analyze ML experiment results to compute statistics and generate comparison tables.

Community
Advanced
stefanbosakstefanbosak

graylog-prd

Search and aggregate production logs via the Graylog MCP server.

Community
Intermediate
0xZKnw0xZKnw

doc-reader

Extract text and structured data from PDFs, Office documents, images, and source code.

Community
Intermediate