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manastalukdar
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cross-modal-review

Reviews generated content and outputs for correctness, safety, and completeness.

1|Updated Jan 26, 2026
Search Tags:#validation#review#diff#quality-gate#ai-safety#verdict
One-click install
npx skills add https://github.com/manastalukdar/ai-devstudio --skill cross-modal-review-manastalukdar
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cross-modal-review
Source: https://github.com/manastalukdar/ai-devstudio/tree/main/skills/cross-modal-review
Command: npx skills add https://github.com/manastalukdar/ai-devstudio --skill cross-modal-review-manastalukdar

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Run as a second, independent reviewer to catch errors, blind spots, and assumptions the primary pass may miss before delivery.

Core Features & Use Cases

  • Second-pass quality gate: flags correctness, completeness, and safety concerns that the first pass might miss.
  • Versatile scope: applicable to staged diffs, skill drafts, or any generated content across code, docs, or prompts.
  • Structured verdicts: produces a clear PASS/PASS WITH NOTES/FAIL with actionable issues and recommendations.

Quick Start

Trigger a second-pass review on the current output to identify correctness, safety, and completeness issues.

Frequently Asked Questions about cross-modal-review

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

FAQPage Schema
How do I run a second-pass review on staged diffs to catch missed errors?▼

Run the cross-modal-review Skill as a second-pass quality gate on staged diffs to flag correctness, completeness, and safety concerns that the primary pass missed. It produces a structured verdict with actionable issues and recommendations.

What is the best way to validate AI-generated content for safety and conformance?▼

Validate AI-generated content for safety by applying a second independent reviewer to catch blind spots and assumptions. The review checks frontmatter fields, review criteria, and generates a clear PASS or FAIL verdict to ensure conformance-driven validation.

Can I use an automated reviewer to validate skill drafts before delivery?▼

Yes, you can use an automated reviewer to validate skill drafts before delivery. It acts as an independent second pass to identify correctness and safety issues, returning a structured PASS WITH NOTES or FAIL report with actionable recommendations.

Does this second-pass review work on both code and documentation outputs?▼

Yes, this second-pass review works on both code and documentation outputs. It applies to any generated content across coding, documentation, or prompts, identifying quality issues and blind spots before delivery.

What verdict results are produced when validating generated content?▼

Validating generated content produces clear structured verdicts of PASS, PASS WITH NOTES, or FAIL. These reports include actionable issues and recommendations regarding correctness, completeness, and safety concerns.

Why do I need a second reviewer if I already have a primary review pass?▼

A second reviewer catches errors, blind spots, and assumptions that the primary pass missed. Running an independent quality gate ensures safe, conformance-driven validation of generated content before delivery.

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