tool-output-verifier

Validate text outputs for brand consistency, readability, length, and factual accuracy.

20|15|Updated May 7, 2026
One-click install
npx skills add https://github.com/iamasters-academy/iamasters-os --skill tool-output-verifier
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: tool-output-verifier
Source: https://github.com/iamasters-academy/iamasters-os/tree/main/.claude/skills/tools/tool-output-verifier
Command: npx skills add https://github.com/iamasters-academy/iamasters-os --skill tool-output-verifier

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill serves as a quality gate for outputs before they are delivered to clients, performing four checks to ensure the quality and appropriateness of the content.

Core Features & Use Cases

  • Comprehensive Checks: Includes humanizer score, brand voice match, length per platform, and factuality flags.
  • Automated Integration: Used by marketing and operations skills as a final step before delivering outputs.
  • Manual Verification: Allows users to verify text manually using specific commands.

Quick Start

Use the /verify <path> command to manually verify the quality of a text output.

Frequently Asked Questions about tool-output-verifier

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

FAQPage Schema
How do I check text outputs for brand consistency and factuality before delivery?

To check text outputs for brand consistency and factuality, you can validate content against quality standards using automated scripts for humanizer scoring and brand voice analysis before delivering outputs to clients.

What is output validation for marketing content and when do I need it?

Output validation for marketing content is a quality check process that ensures text meets brand voice, readability, and factuality standards. You need it as a final step before delivering any text outputs to clients to prevent inconsistencies.

How do I verify platform-specific text length and human readability scores?

You verify platform-specific text length and human readability scores by running custom verification scripts against your text output. The system requires platform-specific length guidelines and brand voice profiles to calculate accurate scores.

Does brand voice analysis require a predefined brand profile to work?

Yes, brand voice analysis requires access to predefined brand voice profiles to function. The validation scripts compare your text output against these profiles to determine consistency with established brand guidelines.

What are the limitations of automated text verification for factuality flags?

Automated text verification for factuality flags is limited to identifying potential factual issues within the provided text. It requires access to accurate reference materials and does not replace human review for complex factual claims in marketing outputs.