dotnet-mcaf-human-review-planning

Create structured manual review plans for large AI-generated codebases.

42|10|Updated Mar 27, 2026
One-click install
npx skills add https://github.com/managedcode/PrompterOne --skill dotnet-mcaf-human-review-planning
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: dotnet-mcaf-human-review-planning
Source: https://github.com/managedcode/PrompterOne/tree/main/.codex/skills/dotnet-mcaf-human-review-planning
Command: npx skills add https://github.com/managedcode/PrompterOne --skill dotnet-mcaf-human-review-planning

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill guides developers and reviewers in creating an effective human review sequence for large AI-generated codebases, reducing review time and increasing accuracy.

Core Features & Use Cases

  • Review Planning: Analyzes code structure, critical boundaries, and high-risk zones to generate a prioritized review flow.
  • Risk Identification: Highlights areas like validation, permissions, and external integrations that require focused inspection.
  • Use Case: When given a large code drop, this Skill produces an actionable plan to streamline manual review, ensuring safety and compliance.

Quick Start

Provide the directory of the large codebase to this Skill and specify the review scope for it to generate a review plan.

Frequently Asked Questions about dotnet-mcaf-human-review-planning

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

FAQPage Schema
How do I plan a manual code review for a large AI-generated codebase?

Plan a manual code review by generating a structured sequence that analyzes code structure and high-risk zones. This approach prioritizes operational flow and critical boundaries, creating an actionable plan to streamline manual inspection for enhanced safety and compliance.

What is risk assessment in code review planning?

Risk assessment in code review planning is the process of identifying high-risk zones like validation, permissions, and external integrations. It highlights critical boundaries requiring focused inspection to ensure systematic assessment and risk mitigation.

Can I use review planning for codebases too large for line-by-line inspection?

Yes, review planning is specifically designed for codebases too large for line-by-line review. It creates a prioritized review flow targeting high-risk zones, supporting systematic assessment to reduce review time and increase accuracy.

What's the best way to identify high-risk zones in AI-generated code?

The best way to identify high-risk zones is by analyzing the code structure to highlight areas like validation, permissions, and external integrations. This generates a prioritized review flow for focused manual inspection and risk mitigation.

How do I start generating a review plan for a large code drop?

To start generating a review plan, provide the directory of the large codebase and specify the review scope. The system analyzes critical boundaries and high-risk zones to produce an actionable plan for manual review.