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knowledge-check

Generate structured questions to validate developers' understanding of AI-backed architectural decisions.

12|1|Updated Feb 13, 2026
Search Tags:#architecture#qa#learning#assessment#quiz#software-engineering#knowledge-check
One-click install
npx skills add https://github.com/ovargas/virtual-team --skill knowledge-check
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: knowledge-check
Source: https://github.com/ovargas/virtual-team/tree/main/skills/knowledge-check
Command: npx skills add https://github.com/ovargas/virtual-team --skill knowledge-check

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Validates that developers understand the AI-informed decisions guiding the project, ensuring rationale is captured and gaps are identified before work proceeds.

Core Features & Use Cases

  • Quiz generation: creates targeted questions at plan and PR checkpoints to assess architectural understanding and code decisions.
  • Context-aware evaluation: adapts questions based on the current plan, diffs, and feature specs to maximize relevance.
  • Standalone vt-check: allows developers to trigger an on-demand assessment of ongoing work.

Quick Start

Run the standalone vt-check to begin a knowledge assessment of your current task.

Frequently Asked Questions about knowledge-check

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

FAQPage Schema
How do I validate developer understanding of architectural decisions before a PR review?▼

To validate developer understanding before a PR review, use structured knowledge assessments that generate targeted quiz questions based on current plan diffs and feature specs to capture rationale and identify gaps before code ships.

What is a knowledge check in software engineering and when do I need it?▼

A knowledge check in software engineering is a structured evaluation that tests developers on AI-informed architectural decisions. You need it during plan reviews and PR readiness phases to reinforce learning and ensure decisions are understood before work proceeds.

How do I generate context-aware quiz questions for my current software development task?▼

To generate context-aware quiz questions for your current software development task, trigger a standalone on-demand assessment. The evaluation adapts questions based on the current plan, code diffs, and feature specs to maximize relevance to the ongoing work.

Do I need configurable settings to run an architectural knowledge assessment locally?▼

Yes, running an architectural knowledge assessment locally requires configurable knowledge-check settings in your local environment. These settings enable the tool to output structured evaluation results during plan reviews or standalone usage.

What's the best way to assess team understanding of AI-backed code decisions?▼

The best way to assess team understanding of AI-backed code decisions is through context-aware evaluation that adapts targeted questions to the current plan and diffs. This identifies knowledge gaps and reinforces learning before shipping code.

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