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cross-modal-review

Invoke a different AI model to review work before committing.

174|144|Updated Jun 10, 2026
Search Tags:#review#quality-gate#code-review#second-opinion#workflow-integration#ai-model-routing#refusal-routing
One-click install
npx skills add https://github.com/inbrainfun/inbrain --skill cross-modal-review-inbrainfun
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cross-modal-review
Source: https://github.com/inbrainfun/inbrain/tree/main/skills/cross-modal-review
Command: npx skills add https://github.com/inbrainfun/inbrain --skill cross-modal-review-inbrainfun

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Quality gate via second model. Spawn a different AI model to review work before committing. Includes refusal routing: if one model refuses, switch silently to the next. Extended in v0.25.1 with structured review-mode gating (when to invoke vs not) and a Codex code-review handoff for the diff-review case.

Core Features & Use Cases

  • Second-model review gate: ensures work products are evaluated by a different model prior to commit.
  • Refusal routing: if a model refuses, automatically switch to the next in the chain without user interruption.
  • Codex diff-review handoff: specialized support for code diffs to maintain high-quality outcomes.
  • Operational guidance: outlines when to invoke cross-modal review in workflow.

Quick Start

Invoke cross-modal-review on a pending work product to obtain a secondary-model assessment before finalizing changes.

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 AI code review from a different model before committing?▼

To get a second-opinion AI code review before committing, you can invoke a cross-modal review on your pending code diffs or deliverables to trigger an independent assessment from a secondary model.

What happens if an AI model refuses to review my code during an automated workflow?▼

When an AI model refuses to review your code, refusal routing automatically and silently switches to the next model in the chain without interrupting your development workflow or requiring manual intervention.

Can I use a second-opinion review gate for non-code deliverables like documentation?▼

Yes, you can apply a second-opinion review gate to brain-pages and other deliverables requiring independent validation, coordinating with the originating skill's contract to ensure work products are evaluated prior to commit.

How does cross-modal review integrate into existing development workflows?▼

Cross-modal review integrates into development workflows by enqueuing a secondary-model assessment for pending work products, providing structured review-mode gating to determine exactly when to invoke validation versus when to skip it.

Does cross-modal review support specialized handoffs for code diff reviews?▼

Yes, cross-modal review includes a Codex code-review handoff specifically designed for the diff-review case, ensuring high-quality outcomes when evaluating code changes before finalizing a commit.

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