Quiz engineers on AI-generated code with adaptive debugging questions.
npx skills add https://github.com/KanuToCL/SonoTag --skill grill-kanutocl
Please help me install this Agent Skill. Skill: grill Source: https://github.com/KanuToCL/SonoTag/tree/main/.claude/skills/grill Command: npx skills add https://github.com/KanuToCL/SonoTag --skill grill-kanutocl
This Skill addresses the learning deficit and skill erosion that can occur when engineers rely too heavily on AI for coding tasks, by actively quizzing them on AI-generated code to ensure deep understanding and retention.
Use the grill skill to quiz me on the code in the file '/tmp/grill_eval/basic_sort.py'.
High-intent search queries and answers about installing and using this skill.
To prevent skill erosion, you can use an AI tutor to quiz you on AI-generated code. It challenges you with debugging and conceptual questions to ensure you fully grasp the implementation, potential pitfalls, and design choices.
Yes, you can invoke a Socratic tutor to review specific files or diffs in your codebase. It identifies code through diffs or specified files and asks adaptive questions to test your comprehension of the changes.
Adaptive difficulty adjusts question complexity based on your responses during the code review simulation. It scales from foundational concepts to advanced debugging scenarios, ensuring the challenge matches your performance.
The best way to verify understanding before committing is to use an AI-driven challenge tool. Quizzing yourself on the generated code ensures you comprehend its implementation and can handle potential failure scenarios.
Yes, this Socratic code review method prioritizes debugging and conceptual challenges. It specifically tests failure scenarios and your ability to debug issues, ensuring deep retention of the code's mechanics.
Yes, you need to provide specific file paths or diffs to start the code review quiz. The tool uses these inputs to identify the code and generate targeted questions about its implementation and design choices.
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