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review

Analyze branch diffs for SQL safety, LLM trust boundaries, and side effects.

Updated Apr 9, 2026
Search Tags:#automation#review#diff#telemetry#PR#code-review
One-click install
npx skills add https://github.com/kitfunso/omniskill --skill review-kitfunso
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: review
Source: https://github.com/kitfunso/omniskill/tree/main/skills/review
Command: npx skills add https://github.com/kitfunso/omniskill --skill review-kitfunso

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzes diffs between the current branch and the base branch to surface structural issues tests may miss, such as SQL safety problems, LLM trust boundary violations, and conditional side effects before merging.

Core Features & Use Cases

  • Automated PR diff analysis to detect critical issues that slip past tests.
  • Actionable guidance and suggested fixes through a fix-first workflow.
  • Telemetry and usage logging to track review activity and outcomes.

Quick Start

Run the review workflow on your current branch against the detected base branch to surface issues before merging.

Frequently Asked Questions about review

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

FAQPage Schema
How do I catch SQL safety issues in a PR diff before merging?▼

PR diff analysis compares the active branch with the base branch to surface SQL safety problems and other structural issues tests miss before merging. It provides actionable fixes and logs telemetry for auditing.

What is the best way to detect LLM trust boundary violations in code?▼

PR diff analysis detects LLM trust boundary violations by comparing the active branch against the base branch to find structural problems. This pre-merge gate ensures actionable findings are surfaced before code integration.

How do I automate pre-merge code review to find conditional side effects?▼

Automated PR diff analysis identifies conditional side effects by comparing the current branch to the base branch. It acts as a pre-merge gate to catch issues tests miss and logs telemetry for review auditing.

Does the code review workflow provide actionable guidance for fixing detected issues?▼

The code review workflow applies a fix-first workflow to ensure findings are actionable. It analyzes diffs to detect SQL safety, LLM trust boundaries, and side effects, providing suggested fixes before merge.

Can I track automated PR review activity and outcomes through telemetry?▼

Telemetry and usage logging track automated PR review activity and outcomes. The diff analysis workflow ensures all surfaced findings, including SQL safety and LLM trust boundary issues, are logged for auditing purposes.

What types of structural issues can PR diff analysis find that tests miss?▼

PR diff analysis finds SQL safety problems, LLM trust boundary violations, and conditional side effects. By comparing the active branch with the base branch, it catches structural issues that automated tests often miss before merging.

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