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glassbox

Apply Glassbox code review annotations to source code changes.

1|Updated Jun 19, 2026
Search Tags:#software engineering#code review#refactoring#patterns#bug fixes#glassbox
One-click install
npx skills add https://github.com/brianwestphal/apple-fm --skill glassbox
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: glassbox
Source: https://github.com/brianwestphal/apple-fm/tree/main/.claude/skills/glassbox
Command: npx skills add https://github.com/brianwestphal/apple-fm --skill glassbox

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps developers systematically process Glassbox code review feedback so annotated issues, patterns, and project preferences are not missed during implementation.

Core Features & Use Cases

  • Review Feedback Application: Reads the latest Glassbox review annotations and applies required bug fixes, style updates, and refactoring guidance.
  • Pattern Enforcement: Identifies recommended patterns to continue using and anti-patterns to avoid across the codebase.
  • Configuration Memory Updates: Persists relevant remember annotations into the project's AI configuration when needed.

Quick Start

Use the glassbox skill to read the latest review annotations and apply all required code changes.

Frequently Asked Questions about glassbox

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

FAQPage Schema
How do I apply code review feedback automatically to source code changes?▼

Applying code review feedback automatically requires reading the latest review annotations and implementing required bug fixes, style updates, and refactoring guidance directly into your project files.

What's the best way to enforce code patterns and remove anti-patterns after a review?▼

Enforcing code patterns involves identifying recommended patterns to continue using and anti-patterns to avoid across the codebase, ensuring validated engineering improvements are applied consistently.

How does automatic review feedback application handle style adjustments and bug fixes?▼

Automatic review feedback application handles style adjustments and bug fixes by reading validated review metadata and applying the required engineering improvements to the reviewed source files.

Do I need access to reviewed project files and review metadata to apply code changes?▼

Yes, you need access to reviewed project files and review metadata to apply validated engineering improvements, as the process relies on reading the latest review annotations to implement changes.

Can I persist code review annotations into AI configuration memory updates?▼

Yes, you can persist code review annotations into AI configuration memory updates by saving relevant remember annotations into the project's AI configuration when needed during the feedback application process.

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