ito-reviewer

Automate review of Ito orchestration gate results and worker changes.

Updated Mar 22, 2026
One-click install
npx skills add https://github.com/withakay/research --skill ito-reviewer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ito-reviewer
Source: https://github.com/withakay/research/tree/main/.agents/skills/ito-reviewer
Command: npx skills add https://github.com/withakay/research --skill ito-reviewer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill automates the review process of Ito orchestration gate results and worker changes, ensuring compliance with assigned rules and change packets.

Core Features & Use Cases

  • Automated Review: Reviews worker output against the assigned change and gate rules.
  • Rule Enforcement: Verifies correctness, regressions, scope creep, missing tests, and gate evidence.
  • Output Generation: Provides a verdict, findings, missing verification, and suggested remediation packet.
  • Use Case: Ideal for streamlining the review process in complex orchestration workflows.

Quick Start

Use the ito-reviewer skill to review the output of the last Ito gate execution.

Frequently Asked Questions about ito-reviewer

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

FAQPage Schema
How do I automate the review of orchestration gate results and worker changes?

You can automate orchestration gate reviews by validating worker output against assigned change packets and gate rules. This process checks for correctness, regressions, scope creep, and missing test evidence to ensure compliance in complex workflows.

What does an automated worker change validation check for in orchestration workflows?

Worker change validation verifies correctness, regressions, scope creep, missing tests, and gate evidence. It compares worker output against assigned rules to ensure compliance before generating a final verdict and suggested remediation packet.

How do I enforce change management rules in automated orchestration workflows?

You enforce change management rules by applying automated review scripts to orchestration gate results. This verifies that worker changes adhere strictly to assigned rules and change packets, outputting findings and missing verification details.

Can I use orchestration gate reviews to generate remediation packets for failed validations?

Yes, orchestration gate reviews generate a remediation packet when validations fail. The output includes a final verdict, detailed findings, missing verification data, and suggested remediation steps to correct worker changes.

Do I need access to Ito orchestration data to run automated gate reviews?

Yes, you need access to Ito orchestration data and tools for execution. The automated review process requires this data to compare worker output against the assigned change packets and gate rules effectively.

What is the best way to review the output of the last Ito gate execution?

The best way to review the last Ito gate execution is using an automated review skill. It evaluates the output against assigned change and gate rules, providing a verdict, findings, and remediation suggestions.