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OmniNode-ai
OmniNode-aiOFFICIAL
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hostile-reviewer

Analyze GitHub pull request diffs for edge cases, concurrency, rollback safety, and security risks.

3|1|Updated Oct 9, 2025
Search Tags:#quality assurance#code review#security#github#risk assessment#pr
One-click install
npx skills add https://github.com/OmniNode-ai/omniclaude --skill hostile-reviewer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: hostile-reviewer
Source: https://github.com/OmniNode-ai/omniclaude/tree/main/plugins/onex/skills/hostile-reviewer
Command: npx skills add https://github.com/OmniNode-ai/omniclaude --skill hostile-reviewer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates adversarial code reviews to proactively identify potential risks and vulnerabilities in code changes before they are merged.

Core Features & Use Cases

  • Adversarial Analysis: Actively seeks to break code by looking for edge cases, concurrency issues, and security flaws.
  • Risk Identification: Produces exactly two concrete risks with confidence scores and detection methods.
  • Use Case: Integrate into your CI/CD pipeline to ensure pull requests undergo rigorous, automated security and quality checks, reducing the likelihood of critical bugs reaching production.

Quick Start

Use the hostile-reviewer skill to review pull request number 123 in the OmniNode-ai/omniclaude repository.

Frequently Asked Questions about hostile-reviewer

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

FAQPage Schema
How do I automate adversarial code reviews for GitHub pull requests?▼

Adversarial code reviews can be automated by integrating a reviewer into your CI/CD pipeline to analyze PR diffs for edge cases, concurrency issues, and security flaws before merging.

What does an adversarial code review check for in a pull request?▼

An adversarial code review analyzes PR diffs to find critical risks including edge cases, concurrency issues, rollback safety, data mutations, and security exposures.

Can I use automated risk identification to find security flaws in PR diffs?▼

Yes, automated risk identification actively seeks to break code by analyzing PR diffs for security exposures and producing concrete risks with confidence scores.

How do I enforce invariant checklists and propose breaking tests during code review?▼

You can enforce invariant checklists and propose breaking tests by running an adversarial review process that analyzes code changes and suggests targeted refactors to ensure code safety.

Does adversarial code review work for CI/CD pipeline integration?▼

Yes, adversarial code review is designed for CI/CD pipeline integration to ensure pull requests undergo rigorous, automated security and quality checks before reaching production.

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