lets-code-review

Automate code review with confidence-gated findings and merge/dedup pipeline.

3|Updated May 28, 2026
One-click install
npx skills add https://github.com/williamzelesny/lets-engineer --skill lets-code-review
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: lets-code-review
Source: https://github.com/williamzelesny/lets-engineer/tree/main/plugins/lets-engineer/skills/lets-code-review
Command: npx skills add https://github.com/williamzelesny/lets-engineer --skill lets-code-review

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates and enhances the code review process by providing structured feedback and confidence-gated findings, making code reviews efficient and reliable.

Core Features & Use Cases

  • Structured Feedback: Generates detailed, structured feedback for code changes.
  • Confidence-Gated Findings: Ensures that findings are accurate and actionable.
  • Automated and Manual Modes: Offers both automated and manual review options.
  • Use Case: Use this Skill to review code changes before creating a pull request, ensuring code quality and adherence to project standards.

Quick Start

To review the current branch of code, run /lets-code-review. For a specific pull request, provide the PR link as an argument.

Frequently Asked Questions about lets-code-review

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

FAQPage Schema
How do I automate code reviews before creating a pull request?▼

Automated code review generates structured feedback and confidence-gated findings for code changes, ensuring quality and adherence to project standards before a pull request. Run the review command on your current branch to receive actionable results.

Can I run a headless code review for programmatic invocation?▼

Headless code review mode supports programmatic invocation without interactive prompts. It dynamically selects reviewer personas and outputs confidence-gated findings through a merge and deduplication pipeline for automated processing.

What are confidence-gated findings in an automated code review?▼

Confidence-gated findings ensure code review results are accurate and actionable by filtering outputs through a merge and dedup pipeline. This mechanism dynamically selects reviewer personas to validate code changes before presenting structured feedback.

Does automated code review work with Claude Code?▼

Automated code review requires Claude Code or compatible platforms to function. It leverages the environment to dynamically select reviewer personas and process structured feedback across interactive, autofix, report-only, and headless modes.

What is the best way to review a specific pull request automatically?▼

The best way to review a specific pull request automatically is to provide the PR link as an argument to the code review command. This triggers structured feedback generation and confidence-gated findings for the targeted PR changes.

What is the difference between autofix and report-only code review modes?▼

Autofix mode applies automated corrections to code changes, while report-only mode generates structured feedback without modifying files. Both modes utilize confidence-gated findings and reviewer personas to ensure code quality meets project standards.