10x-impl-review

Automate code implementation reviews against predefined plans and security checks.

Updated May 22, 2026
One-click install
npx skills add https://github.com/pfrack/frugalis --skill 10x-impl-review-pfrack
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: 10x-impl-review
Source: https://github.com/pfrack/frugalis/tree/main/.github/skills/10x-impl-review
Command: npx skills add https://github.com/pfrack/frugalis --skill 10x-impl-review-pfrack

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill streamlines the review of code implementations, identifying deviations from plans, potential security risks, and adherence to coding standards.

Core Features & Use Cases

  • Implementation Review: Automates the comparison of actual code changes with project plans.
  • Safety & Quality Scanning: Checks for security vulnerabilities, performance issues, and reliability concerns in code changes.
  • Pattern Compliance: Ensures consistency in code patterns and coding conventions.
  • Interactive Triage: Allows users to review findings and make decisions on necessary fixes.

Quick Start

To review an implementation, use the /10x-impl-review command and provide the change ID or plan path.

Frequently Asked Questions about 10x-impl-review

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

FAQPage Schema
How do I automate code review for implementation deviations and security issues?

Automate code review by scanning implementations against a predefined plan to detect deviations, security vulnerabilities, and pattern compliance issues. This streamlines quality assurance by automating the comparison of actual code changes with project plans.

Can I check code changes for security vulnerabilities and pattern compliance?

Yes, you can check code changes for security vulnerabilities and pattern compliance. The safety and quality scanning feature evaluates code changes for security risks, performance issues, and reliability concerns while ensuring coding conventions are met.

Do I need Git to review code implementations against a project plan?

Yes, you need Git to review code implementations against a project plan. Git is required for accessing code repositories and configuration files needed to automate the implementation review process.

How do I start an implementation review using a change ID or plan path?

Start an implementation review by invoking the review command and providing the change ID or plan path. This initiates the automated comparison of code changes with the project plan to identify deviations and security risks.

What is the best way to triage code quality findings from an implementation review?

The best way to triage code quality findings is through interactive triage, which allows users to review findings and make decisions on necessary fixes. This ensures consistent code quality by addressing deviations and security issues directly.

What does automated implementation review check for in software development workflows?

Automated implementation review checks for deviations from plans, security issues, and adherence to coding patterns in software development workflows. It ensures code quality and consistency by scanning actual code changes against predefined plans.