llm-query

Answer questions about large text with detailed line citations.

Updated Jun 30, 2026
One-click install
npx skills add https://github.com/not-subhu/screech --skill llm-query
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: llm-query
Source: https://github.com/not-subhu/screech/tree/main/.local/skills/llm-query
Command: npx skills add https://github.com/not-subhu/screech --skill llm-query

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

When dealing with large amounts of text or structured content, this Skill provides focused, concise answers with line citations, streamlining analysis and reducing manual effort.

Core Features & Use Cases

  • Focused Analysis: Extract precise information from extensive text or structured data.
  • Line Citations: Returns answers with citations to specific lines within the content.
  • Use Case: Analyze a long log file to quickly identify the first error and its root cause without manually scanning through the entire document.

Quick Start

Use the llm-query skill to ask: "What is the first error and likely root cause?" about the content stored in 'large-log.txt'.

Frequently Asked Questions about llm-query

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

FAQPage Schema
How do I extract specific information from a large log file without reading the whole document?

You can extract specific information from a large log file by using an automated content analysis tool that returns concise answers with direct line citations. This pinpoints exact data like the first error, eliminating manual scanning of extensive text.

What is the best way to find the root cause of an error in extensive structured text?

The best way to find a root cause in extensive structured text is through focused content analysis that provides detailed line citations. This allows you to trace the exact origin of the first error directly without manually reviewing the entire document.

Does code execution based text analysis work with any large text format?

Code execution based text analysis works with large text or structured content, but requires appropriate text formatting to function correctly. The content must be accessible to the analysis tool to generate accurate line citations.

When do I need line citations for large text analysis?

You need line citations for large text analysis when precise information extraction from extensive content is required, such as identifying specific errors in log files. Citations provide verifiable references back to the exact source lines within the document.