effective-liteparse

Extract text, tables, and values from local PDFs, Office files, and images.

484|76|Updated Oct 23, 2025
One-click install
npx skills add https://github.com/bastani-inc/atomic --skill effective-liteparse
Or copy as Structured Prompt for Agentā–¼
Please help me install this Agent Skill.
Skill: effective-liteparse
Source: https://github.com/bastani-inc/atomic/tree/main/packages/subagents/skills/effective-liteparse
Command: npx skills add https://github.com/bastani-inc/atomic --skill effective-liteparse

SYSTEM DOCUMENTATION & REQUIREMENTS

šŸ’” This Skill requires bm25s, aiofiles, and includes scripts (resource) components.

What problem does it solve?

It removes the slow, repetitive work of extracting text, tables, and specific values from documents by using a local parser and focused search patterns.

Core Features & Use Cases

  • Parse PDFs, Office files, and images into text without relying on remote services.
  • Search saved document output efficiently so you can answer questions, locate figures, and pull evidence with fewer re-parses.
  • Use the bundled ranked search helper when keyword guessing is uncertain and you need the most relevant passages quickly.

Quick Start

Use the effective-liteparse skill to parse the attached document once, save the output, and search it for the exact facts you need.

Frequently Asked Questions about effective-liteparse

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

FAQPage Schema
How do I extract text and tables from PDF and Office files locally?ā–¼

To extract text and tables from PDF and Office files locally, you can parse documents once and save the output. This allows you to search saved content for exact facts, figures, and evidence without relying on remote services or repeated parsing.

What is local document parsing and when do I need it?ā–¼

Local document parsing is the process of extracting text, tables, and values from files without sending data to external services. You need it when working with sensitive documents that require offline text extraction and fast local search capabilities.

Do I need LibreOffice and ImageMagick to parse Office files and images?ā–¼

Yes, you need LibreOffice to parse Office files and ImageMagick to parse images. Additionally, extracting text from PDFs and performing local search requires the lit CLI with Node 18 or newer and uv for the bundled search helper.

Can I search for specific values inside extracted PDF text without re-parsing?ā–¼

Yes, you can search saved document output efficiently to find specific values inside extracted PDF text without re-parsing. A bundled ranked search helper uses keyword matching to locate the most relevant passages quickly when guessing is uncertain.

What's the best way to find facts and figures in documents offline?ā–¼

The best way to find facts and figures in documents offline is using a local parser with a ranked search helper. This approach extracts text and tables from PDFs and images once, then searches the saved output to pull evidence locally.

Are there limitations to local text extraction for document answering tasks?ā–¼

Limitations of local text extraction include dependency on external tools like LibreOffice and ImageMagick for specific formats. It also requires Node 18 or newer and uv, meaning it cannot run in environments lacking these specific CLI dependencies.