cross-modal-review

Route work products to a secondary model for independent PASS/ISSUES review.

Updated May 16, 2026

Search Tags:#automation #quality-gate #code-review #second-opinion #model-routing #cross-modal #refusal-routing

Ready to run

npx skills add https://github.com/Morris-UTRUST/GBrain-knowledge --skill cross-modal-review-morris-utrust

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: cross-modal-review
Source: https://github.com/Morris-UTRUST/GBrain-knowledge/tree/main/skills/cross-modal-review
Command: npx skills add https://github.com/Morris-UTRUST/GBrain-knowledge --skill cross-modal-review-morris-utrust

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Validation of work product by routing it to a different model before finalization to reduce the risk of single-model mistakes and biases.

Core Features & Use Cases

Contract-driven evaluation: ensures the review aligns with the originating skill's promises and metrics.
Refusal routing: silently switches to the next model if one model refuses.
Transparent reporting: presents agreement/disagreement clearly without auto-applying changes.
Use cases: code diffs, design reviews, or brain-page validations requiring an independent second opinion.

Quick Start

Invoke the cross-modal-review on a pending brain-page or code-diff to trigger an independent second opinion before finalizing.

Frequently Asked Questions about cross-modal-review

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

FAQPage Schema

How do I get an automated second opinion on a code diff before commit?▼

A cross-modal review provides an automated second opinion on a code diff by routing it to an independent model. It validates the diff against the originating contract and reports issues without auto-applying changes.

What is cross-modal review for design validation?▼

Cross-modal review for design validation is an automated process routing work products to a secondary model. It evaluates designs against the originating contract to reduce single-model bias and reports agreement transparently.

How does refusal routing work during automated model reviews?▼

Refusal routing during automated model reviews silently switches to the next available model if the initial one refuses. This ensures the validation process completes without manual intervention when encountering safety filters.

Can I use an independent model review for brain-page updates?▼

Yes, you can use an independent model review for brain-page updates. The cross-modal process applies to brain-page validations, loading the originating skill's contract to ensure the external perspective adds rigor before finalization.

Does the second-opinion code review automatically apply fixes?▼

No, the second-opinion code review does not automatically apply fixes. It presents transparent reporting with PASS or ISSUES citations, leaving the final decision and changes entirely up to the developer before finalization.