theo-ai-review

Guide structured reviews of AI system PRs and model proposals.

1|2|Updated Jun 29, 2026
One-click install
npx skills add https://github.com/AesopScott/central --skill theo-ai-review
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: theo-ai-review
Source: https://github.com/AesopScott/central/tree/main/local-client/app-content/mindshare/skills/theo-ai-review
Command: npx skills add https://github.com/AesopScott/central --skill theo-ai-review

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The theo-ai-review skill streamlines the process of reviewing AI system PRs and model proposals, enhancing efficiency and consistency in the review process.

Core Features & Use Cases

  • AI-system PR Review: Offers a standardized review process for PRs related to AI systems.
  • Model Proposal Assessment: Assesses and provides feedback on AI model proposals.
  • Use Case: When reviewing a new AI system PR, use the /theo-ai-review command to initiate the review process.

Quick Start

Invoke the theo-ai-review skill with the command: /theo-ai-review

Frequently Asked Questions about theo-ai-review

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

FAQPage Schema
How do I review AI system pull requests and model proposals consistently?

You can review AI system pull requests and model proposals consistently by guiding through a structured review process. This requires structured input data and a review workflow defined by the owning technical role to ensure quality and compliance.

What is a structured review process for AI system PRs?

A structured review process for AI system PRs standardizes the assessment of code changes and model proposals for quality assurance. It manages the technical evaluation by following a defined workflow to enhance consistency across technical roles.

How do I start an AI model proposal assessment?

To start an AI model proposal assessment, you invoke the review command to initiate the process. The system then guides technical roles through the defined workflow to assess the proposal and provide structured feedback.

Do I need a predefined workflow to assess AI system PRs?

Yes, you need a predefined review workflow established by the owning role to assess AI system PRs. The review process requires this structured workflow and structured input data to properly evaluate AI systems for compliance.

Can I use this for AI quality assurance on model proposals?

Yes, you can use this for AI quality assurance on model proposals. It assesses and provides feedback on proposals by guiding technical roles through a standardized review process designed for evaluating AI systems.

What limitations exist when reviewing AI system PRs?

A key limitation is that the review process cannot function without structured input data and a review workflow defined by the owning role. It is intended strictly for technical roles engaged in assessing AI systems for quality and compliance.