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explain-and-check

Compare user explanations against code or documentation to verify understanding.

9|1|Updated May 19, 2026
Search Tags:#code review#documentation#explanation#comprehension#study workflow#transfer test
One-click install
npx skills add https://github.com/Ic3b3rg/learn-skills --skill explain-and-check
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: explain-and-check
Source: https://github.com/Ic3b3rg/learn-skills/tree/main/skills/explain-and-check
Command: npx skills add https://github.com/Ic3b3rg/learn-skills --skill explain-and-check

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps users verify that they truly understand code or a topic, instead of only recognizing familiar wording or repeating a memorized summary. It is designed to close comprehension gaps after an LLM has written code, after studying a new concept, or when a user wants a rigorous check of their own explanation.

Core Features & Use Cases

  • Explanation-first review: The user explains the artifact in their own words before the agent responds with a walkthrough.
  • Artifact-based verification: The skill compares the explanation against real code, tests, or documentation and probes for mismatches.
  • Transfer testing: It ends by asking the user to solve a new scenario without help, proving they can apply the concept beyond the original example.
  • Use case: A developer asks to review a freshly generated payment flow and wants confidence they can explain each step, dependency, and edge case correctly.

Quick Start

Ask the assistant to test your explanation of a specific file or topic against the real code or documentation.

Frequently Asked Questions about explain-and-check

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

FAQPage Schema
How do I verify I actually understand generated code instead of just recognizing it?▼

To verify code comprehension, you explain the artifact in your own words first. The skill then compares your explanation against the actual code or documentation, probing for mismatches to ensure true understanding.

What is transfer testing and how does it check my technical comprehension?▼

Transfer testing checks technical comprehension by asking you to solve a new scenario without help. This proves you can apply the concept beyond the original example, demonstrating true knowledge transfer rather than just recall.

How do I test my explanation of a file against real project documentation?▼

You test your explanation by asking the assistant to review your summary of a specific file or topic. It reads the real project files or authoritative documentation and asks targeted questions grounded in those sources.

Can I use this to review a freshly generated payment flow for edge cases?▼

Yes, you can review a freshly generated payment flow. The skill checks your ability to explain each step, dependency, and edge case correctly by comparing your explanation against the underlying code artifact.

Does this explanation-first review work for post-LLM comprehension checks?▼

Yes, it is specifically designed for post-LLM comprehension checks. It closes comprehension gaps after an LLM has written code by requiring you to explain the artifact before receiving a walkthrough.

When should I use an artifact-based verification instead of a standard code review?▼

Use artifact-based verification when you need confidence in your own understanding, not just code quality. It probes for mismatches between your explanation and the real code, ensuring you can navigate dependencies independently.

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