What problem does it solve? Code reviews often produce noisy feedback full of false positives and minor stylistic nitpicks, making it hard for developers to identify the issues that actually matter. This Skill reviews code changes against project guidelines and reports only high-confidence problems, so teams catch real bugs and security vulnerabilities before they reach production. ## Core Features & Use Cases - Guideline Compliance Checking: Verifies code against explicit project rules in AGENTS.md or equivalent context files, covering import patterns, error handling, logging, testing practices, and naming conventions. - Bug and Vulnerability Detection: Identifies logic errors, null handling issues, race conditions, memory leaks, security vulnerabilities, and performance problems in uncommitted git changes. - Confidence-Based Filtering: Scores every potential issue from 0 to 100 and reports only those with confidence of 80 or higher, grouped by severity with file paths, line numbers, and concrete fix suggestions. - Use Case: After implementing a new feature, run a review of your uncommitted changes before committing to catch a missed null check or a violation of your project's error handling convention. ## Quick Start Review my uncommitted changes for bugs, security issues, and compliance with the project guidelines in AGENTS.md.
