Skills
.Work. You
Rest

principle-code-review

Community

Surface only real, high-signal review findings.

Software Engineering#code quality#test coverage#security auditing#pull request review#failure scenarios#design integrity#review heuristics
Authorlugassawan
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps you write code review comments that focus on genuinely actionable issues—correctness, security, design integrity, and test gaps—while filtering out linter-owned nitpicks and speculative feedback.

Core Features & Use Cases

  • Four-axis review lens: Evaluates changes across correctness, security, design integrity, and tests to ensure complete coverage.
  • What counts as a real finding: Avoids formatting/style comments and drops speculative “could be” issues without a concrete failure scenario.
  • Confidence-based filtering: Requires named failure scenarios and adjusts how aggressively you comment based on severity and likelihood.
  • Review tone guidance: Encourages observation-based language that reduces blame and improves clarity.

Quick Start

Use principle-code-review when writing or deciding whether to surface a PR finding so your feedback remains high-signal and evidence-based.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: principle-code-review
Download link: https://github.com/lugassawan/swe-workbench/archive/main.zip#principle-code-review

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.