Step-by-Step AI Walkthrough for Code Evaluation

Step-by-Step AI Walkthrough for Code Evaluation

The Step-by-Step AI Walkthrough for Code Evaluation skill provides an organized process for explaining code changes and existing code structures in a detailed and sequential manner. Designed for developers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex, this tool facilitates comprehensive understanding of code workflows without performing a code review or user assessment.

What this skill does

• Explains pull requests by their number or URL, the current branch code, recent session builds, or existing code in execution order.
• Provides an entry-to-exit walkthrough of code execution, featuring an overview diagram and step map.
• Delivers each step in a separate message, ensuring clarity and progression in the explanation.
• Recapitulates the flow and decisions behind it, assisting in comprehending the code's logic and structure.
• Collects information silently through GitHub integration, using commands such as 'gh pr view' for descriptions and comments, and 'gh pr diff' for code differences.

Who it is for

• Developers seeking to understand changes or existing workflows in a codebase.
• Development teams using AI agents for coding assistance and documentation.
• Technical leads who need to explain code logic to team members.

Use cases

• A developer requests a detailed walkthrough of a specific pull request using its number or URL to understand its integration into the codebase.
• A technical team lead uses this skill to explain a recent session's code build to team members for collaborative understanding.
• Developers needing clarification on an authentication flow structure request a step-by-step tour to grasp all involved processes.

Technical details

• Integrates with GitHub for viewing pull request details and comments.
• Utilizes AI agent compatibility with platforms like Claude Code, Cursor, and Codex.
• Leverages active-learning and aiapplication capabilities for effective learning and understanding.

Source & Licence

This package is built on open-source work published by marnickvda (marnickvda/know-it-all) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.