plan-eng-review

Identify engineering plan gaps across architecture, data flow, edge cases, tests, and performance.

Updated Mar 11, 2026

Search Tags:#architecture #edge-cases #risk-management #test-coverage #data-flow #plan-review

Ready to run

npx skills add https://github.com/jkhowland/jkhowland --skill plan-eng-review-jkhowland

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: plan-eng-review
Source: https://github.com/jkhowland/jkhowland/tree/main/.claude/skills/gstack/plan-eng-review
Command: npx skills add https://github.com/jkhowland/jkhowland --skill plan-eng-review-jkhowland

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps engineering teams perform thorough, structured plan reviews by validating architecture, data flow, diagrams, edge cases, test coverage, and performance early in the lifecycle, reducing rework later.

Core Features & Use Cases

Interactive issue walkthroughs with opinionated recommendations to lock in the execution plan.
Validation of architecture, data flow, diagrams, edge cases, and test coverage; proactive risk signaling.
Guidance when a user has a plan or design doc and is about to start coding, to catch issues before implementation.

Quick Start

Initiate an engineering plan review by walking through architecture, data flow, edge cases, tests, and performance, with clear recommendations.

Frequently Asked Questions about plan-eng-review

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

FAQPage Schema

How do I review an engineering design doc for architecture and edge case gaps?▼

To review an engineering design doc, validate architecture, data flow, and edge cases early in the lifecycle. Structured plan reviews surface risks, tradeoffs, and missing guardrails while providing concrete recommendations and rollback paths to reduce later rework.

What is the best way to identify missing test coverage and performance risks before coding?▼

The best way to identify missing test coverage and performance risks is applying a structured plan-review workflow. This process validates test coverage and performance metrics proactively, issuing risk signals and concrete recommendations before implementation begins.

How does a structured plan review workflow validate data flow and tradeoffs?▼

A structured plan review workflow validates data flow by walking through architecture and diagrams to articulate engineering plan gaps. It systematically surfaces risks, tradeoffs, and missing guardrails, ensuring a complete scope plan that emphasizes validation and rollback paths.

Can I use an engineering plan review for architecture reviews and design doc walkthroughs?▼

Yes, you can use an engineering plan review for architecture reviews and design doc walkthroughs. The workflow validates architecture, data flow, and test coverage, providing opinionated recommendations to lock in the execution plan and catch issues before coding.

When do I need a structured engineering plan review?▼

You need a structured engineering plan review when you have a plan or design doc and are about to start coding. Performing it early in the lifecycle catches architecture, edge case, and test coverage issues, reducing rework later.

What limitations should I expect from an automated engineering plan review?▼

Automated engineering plan reviews focus strictly on validating architecture, data flow, edge cases, test coverage, and performance. They do not write code or execute tests, but surface risks, tradeoffs, and missing guardrails to provide concrete recommendations for a complete scope plan.