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review

Analyze pull request diffs for production bugs and auto-fix obvious issues.

Updated Apr 20, 2026
Search Tags:#auto-fix#review#code-review#pull-request#diff-analysis#sql-safety#llm-boundaries
One-click install
npx skills add https://github.com/aspectrr/denchclaw-workspace --skill review-aspectrr
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: review
Source: https://github.com/aspectrr/denchclaw-workspace/tree/main/skills/gstack/review
Command: npx skills add https://github.com/aspectrr/denchclaw-workspace --skill review-aspectrr

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Pre-landing PR reviews to catch bugs that CI misses and prevent production failures by analyzing diffs for safety, logic, and side effects. It auto-fixes obvious issues and flags complex ones for human input.

Core Features & Use Cases

  • Detects regressions and issues in code changes before merging.
  • Analyzes for SQL safety, race conditions, LLM trust boundaries, and unintended side effects.
  • Provides auto-fixes for straightforward problems and surfaces questions for complex fixes.
  • Use during code reviews or whenever a reviewer asks for a thorough pre-merge assessment.

Quick Start

Provide the PR diff to review and run the two-pass review workflow to auto-fix obvious issues and surface questions.

Frequently Asked Questions about review

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

FAQPage Schema
How do I catch race conditions and SQL safety issues before merging a pull request?▼

Pre-merge code review analyzes pull request diffs to detect race conditions and SQL safety issues that pass CI, auto-fixing obvious bugs and flagging complex ones for human input.

What is the best way to automate code review for unintended side effects in a diff?▼

Automated diff analysis performs a two-pass review to identify unintended conditional side effects, providing auto-fixes for straightforward problems and surfacing questions for complex fixes.

How do I review pull requests for LLM trust boundaries?▼

You can review pull requests for LLM trust boundaries by applying a structured workflow with base-branch detection and diff retrieval to analyze changes for safety and logic.

Can I auto-fix bugs that pass CI but fail in production?▼

Yes, pre-landing code review identifies bugs that pass CI but fail in production, automatically fixing obvious issues and surfacing complex regressions for manual assessment.

Does automated diff analysis work without integrating external dependencies?▼

Yes, the code review workflow operates without external dependencies, analyzing provided PR diffs directly to evaluate SQL safety, race conditions, and side effects.

When should I not use automated auto-fix for pull request reviews?▼

Avoid relying on auto-fix for complex problems; the diff analysis is designed to auto-fix obvious issues but flags intricate regressions and side effects requiring human input.

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