eli5

Simplify dense technical documentation into accessible explanations with before/after comparisons.

95|4|Updated Apr 12, 2026
One-click install
npx skills add https://github.com/try-works/role-model --skill eli5-try-works
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: eli5
Source: https://github.com/try-works/role-model/tree/main/.agents/skills/eli5
Command: npx skills add https://github.com/try-works/role-model --skill eli5-try-works

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, nltk, spacy, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

ELI5 simplifies complex technical documentation into clear, accessible language, making it understandable for a broader audience.

Core Features & Use Cases

  • Clarity Enhancement: Identifies and explains jargon, assumptions, and logic gaps in technical content.
  • Before/After Comparison: Shows original content alongside simplified versions for easy comparison.
  • Tech-Adjacent Metaphors: Uses relatable analogies to clarify complex concepts.
  • Use Cases: Ideal for security, networking, and complex product documentation.

Quick Start

Run ELI5 on the documentation folder located at /path/to/docs/folder/.

Frequently Asked Questions about eli5

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

FAQPage Schema
How do I simplify technical documentation filled with complex jargon?

Simplifying technical documentation requires analyzing content to detect clarity issues and jargon. This Skill transforms dense technical content into accessible explanations, generating a before/after comparison report for developers, IT admins, and non-technical users.

What is the best way to clarify technical jargon for non-technical users?

Clarifying technical jargon involves detecting clarity issues and generating tech-adjacent metaphors for relatable analogies. This Skill transforms dense technical documentation into accessible explanations, making complex concepts understandable for non-technical users.

How do I generate a before and after comparison for documentation review?

Generate a before/after comparison by running a simplification process on your documentation folder. This Skill analyzes content type, detects clarity issues, and outputs a report showing original content alongside simplified versions for easy documentation review.

Does this documentation simplification process require Python and spaCy?

Yes, the documentation simplification process requires Python, NLTK, and spaCy. These dependencies provide the necessary environment for analyzing content type, detecting clarity issues, and generating simplified explanations for technical documentation.

Can I use this to simplify security and networking documentation?

Yes, you can use this to simplify security and networking documentation. It analyzes complex product documentation, detects jargon and logic gaps, and generates accessible explanations using tech-adjacent metaphors for mixed audiences.

What are the limitations of automated jargon simplification for technical content?

A limitation of automated jargon simplification is potential loss of exact technical accuracy. To mitigate this, the process includes an adversarial review step that evaluates the simplified explanations against the original technical content before finalizing the report.