gstack-plan-eng-review

Reviews implementation plans for architecture, data flow, edge cases, and test coverage interactively.

Updated Jun 24, 2026
One-click install
npx skills add https://github.com/tayiorbeii/paperclip-factory-kit-hermes --skill gstack-plan-eng-review-tayiorbeii
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gstack-plan-eng-review
Source: https://github.com/tayiorbeii/paperclip-factory-kit-hermes/tree/main/skills/paperclip/gstack-plan-eng-review
Command: npx skills add https://github.com/tayiorbeii/paperclip-factory-kit-hermes --skill gstack-plan-eng-review-tayiorbeii

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Engineering plans often hide architecture flaws, missing edge cases, and weak test coverage that only surface after coding begins. This Skill performs an engineering-manager-style review of your plan before implementation, walking through issues interactively with opinionated recommendations so problems are caught while they are still cheap to fix. ## Core Features & Use Cases - Architecture and Data Flow Review: Examines the plan's architecture, data flow, and diagrams, flagging structural weaknesses with concrete recommendations. - Edge Case and Test Coverage Audit: Checks performance implications, edge cases, and test coverage gaps before any code is written. - Interactive Decision Walkthrough: Uses structured AskUserQuestion decision briefs with recommendations, pros/cons, and completeness scores to lock in the plan. - Use Case: You have a design doc for a new feature and are about to start coding. Invoke this Skill to get an engineering review that catches a missing index, an unhandled race condition, and untested error paths before implementation begins. ## Quick Start Ask the assistant to run an engineering review of your implementation plan to validate the architecture, edge cases, and test coverage before you start coding.

Frequently Asked Questions about gstack-plan-eng-review

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

FAQPage Schema
How do I review an architecture plan before coding?▼

Invoke this Skill with your plan or design doc in context. It walks through architecture, data flow, edge cases, and test coverage interactively, presenting each issue as a decision brief with a recommendation and tradeoffs.

What does an engineering plan review check for?▼

It checks architecture decisions, data flow and diagrams, edge cases, test coverage, and performance implications. Each finding is presented with an opinionated recommendation so you can lock in the plan before implementation.

When should I run a plan engineering review?▼

Run it after you have a plan or design doc but before writing code. It is designed to catch architecture issues at the cheapest point to fix them, and it can be proactively suggested when a plan exists.

Does the plan review work without interactive prompts?▼

No. The workflow depends on AskUserQuestion to walk through decisions interactively. If no AskUserQuestion variant is available in the environment, the Skill reports itself as blocked rather than auto-deciding.

What are the limitations of automated plan review?▼

The review relies on the plan content provided in context, so missing details in the doc limit what it can catch. Cross-model agreement is treated as a recommendation, and final decisions remain with the user.