skills.rest
FrogAi
FrogAiCOMMUNITY
Explore all skills by this author →
GitHub

concept-explainer

Fetch primary sources live and explain concepts with tracked citations.

1|Updated Apr 16, 2026
Search Tags:#citations#concepts#critical-thinking#explain#live-sources#level-adaptation
One-click install
npx skills add https://github.com/FrogAi/Xenopus --skill concept-explainer-frogai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: concept-explainer
Source: https://github.com/FrogAi/Xenopus/tree/main/Gemini/Skills/Gemini%203.1%20Pro/concept-explainer
Command: npx skills add https://github.com/FrogAi/Xenopus --skill concept-explainer-frogai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provides accurate, sourced explanations for complex concepts by fetching primary sources live and avoiding fabrications, enabling users to understand what a concept is, why it matters, and how it truly works with traceable evidence.

Core Features & Use Cases

  • Live source fetch: pull primary sources (papers, standards, official docs) to back explanations.
  • Level-appropriate explanations: tailor content to ELI5, intermediate, or expert audiences.
  • Citations and verification: every claim is traceable to a source with date and URL.
  • Open questions and prior art: highlight ongoing debates and foundational references.
  • Use case examples: practical scenarios that illustrate concepts in context (education, research briefs, technology briefs).

Quick Start

Explain a concept at an intermediate level with live primary sources and citations.

Frequently Asked Questions about concept-explainer

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

FAQPage Schema
How do I get sourced concept explanations with traceable citations?▼

To get sourced concept explanations, this Skill fetches primary sources live and tracks citations. Every claim is traceable to a URL and date, ensuring accuracy and preventing fabrication in educational or research briefs.

Can I generate level-appropriate explanations for different audiences?▼

Yes, you can generate level-appropriate explanations tailored to ELI5, intermediate, or expert audiences. The Skill adjusts content complexity while fetching live primary sources to maintain accuracy for each target level.

What is the best way to explain complex concepts using live primary sources?▼

The best way to explain complex concepts is by fetching primary sources like papers, standards, and official docs live. This approach highlights ongoing debates, foundational references, and practical use cases with verifiable evidence.

Does this tool work for technical briefings requiring up-to-date references?▼

Yes, this tool works for technical briefings requiring up-to-date references. It fetches live primary sources and tracks citations to deliver accurate, sourced explanations suitable for educational learning and research briefs.

How do I prevent fabrication when researching unfamiliar concepts?▼

To prevent fabrication when researching unfamiliar concepts, the Skill fetches live primary sources and tracks citations. Every explanation is backed by traceable evidence with dates and URLs to ensure factual accuracy.

Related Skills

Explore More Education & Research Skills→
jabberlockiejabberlockie

session-architect

Design training sessions with concept maps and run-of-show agendas.

Community
Advanced
rustykuntzrustykuntz
1

notion-research-documentation

Search Notion workspaces, synthesize findings, and generate structured documents with citations.

Community
Advanced
mkurmanmkurman
321

scientific-critical-thinking

Evaluate scientific claims using a structured critical thinking framework.

Community
Advanced
ignromanovignromanov
20

ingest

Automate ingestion of raw source files into wiki pages with linked summaries.

Community
Advanced