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.