auto-eng-review

Validate technical implementation plans for architectural integrity, safety, and operational risk.

37|7|Updated Mar 31, 2026
One-click install
npx skills add https://github.com/appautomaton/mlx-speech --skill auto-eng-review
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: auto-eng-review
Source: https://github.com/appautomaton/mlx-speech/tree/main/.claude/skills/auto-eng-review
Command: npx skills add https://github.com/appautomaton/mlx-speech --skill auto-eng-review

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill prevents costly implementation errors by providing a structured, objective engineering review of project plans before any code is written.

Core Features & Use Cases

  • Risk Assessment: Evaluates plans across architecture, data flow, edge cases, and test strategy using a standardized matrix.
  • Quality Gating: Ensures that plans are actionable, testable, and safe to execute, preventing the implementation of flawed or ambiguous designs.
  • Use Case: Before starting a complex refactor, use this Skill to identify potential failure modes in your plan, ensuring that your test strategy and rollback procedures are robust enough to handle the change.

Quick Start

Run the auto-eng-review skill to evaluate the current PLAN.md file for engineering risks and architectural soundness.

Frequently Asked Questions about auto-eng-review

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

FAQPage Schema
How do I validate engineering plans for architectural risk before implementation?

To validate engineering plans for architectural risk, evaluate design documents against a standardized matrix covering data flow, edge cases, and test strategy. This structured review identifies potential failure modes in your plan before any code is written.

What is the best way to review a design document for operational safety?

Reviewing a design document for operational safety involves quality gating the plan to ensure it is actionable, testable, and safe to execute. This prevents the implementation of flawed or ambiguous designs by evaluating rollback procedures and failure modes.

Do I need Node.js to run automated engineering plan reviews?

Yes, you need Node.js installed to execute the context-gathering and status-synchronization scripts within your project environment. These scripts gather the necessary project context to perform the automated engineering review.

When should I use a pre-execution engineering review for a software project?

You should use a pre-execution engineering review before starting complex refactors or implementing new project roadmaps. It ensures your test strategy and rollback procedures are robust enough to handle the planned architectural changes.

Can I assess edge cases and test strategy gaps in my PLAN.md file?

Yes, you can assess edge cases and test strategy gaps by running an automated engineering review on your PLAN.md file. The review applies a standardized risk assessment matrix to identify architectural integrity issues and operational risks.