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markwang2658
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simplify-code

Coordinate parallel three-agent code review and apply risk-graded fixes.

31|3|Updated May 7, 2026
Search Tags:#automation#cleanup#quality#diff#code-review#reviewers#parallel-review
One-click install
npx skills add https://github.com/markwang2658/hermes-windows-native --skill simplify-code-markwang2658
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: simplify-code
Source: https://github.com/markwang2658/hermes-windows-native/tree/main/hermes-agent/skills/software-development/simplify-code
Command: npx skills add https://github.com/markwang2658/hermes-windows-native --skill simplify-code-markwang2658

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Coordinating multiple focused reviews to clean up recent code changes without duplicating effort or leaking context.

Core Features & Use Cases

  • Triaged, parallel code review using three specialized reviewers running concurrently to surface areas for cleanup.
  • Decision-based application of fixes in a safe, staged manner (SAFE -> CAREFUL -> RISKY) with testing after changes.
  • Use Case: A large PR with multiple subsystems can be efficiently cleaned up by distributing review focus and aggregating results.

Quick Start

Use the three-agent parallel cleanup workflow on your latest changes to automatically surface and apply safe code improvements.

Frequently Asked Questions about simplify-code

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

FAQPage Schema
How do I automate code cleanup for recent changes in my pull request?▼

Automate code cleanup by capturing your recent diff and running three specialized reviewers in parallel. This coordinates concurrent reviews to surface improvements and applies validated fixes automatically.

What is the safest way to apply automated code review fixes?▼

The safest way to apply code review fixes is through a risk-graded application order, categorized as SAFE, CAREFUL, and RISKY. This staged approach ensures low-risk changes are applied first before running targeted tests to verify stability.

Can I run parallel code reviews to clean up a large PR with multiple subsystems?▼

Yes, you can clean up large PRs with multiple subsystems by running three specialized reviewers in parallel. This distributes review focus across different areas concurrently, aggregating results efficiently without duplicating effort.

How does a parallel three-agent code review workflow handle context leakage?▼

A parallel three-agent code review workflow prevents context leakage by capturing the diff once and distributing focused review tasks to independent agents. This ensures each reviewer operates within strict boundaries to surface cleanup areas.

Do I need to run tests after applying code cleanup changes from an automated review?▼

Yes, you need to run targeted tests after applying automated code cleanup changes. Testing verifies that the validated fixes applied during the SAFE, CAREFUL, and RISKY stages maintain code stability and functionality.

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