narrative-quality-auditor

Score narrative truth, system coherence, and effectiveness using the TALE benchmark.

2.5k|345|Updated Dec 18, 2025

Search Tags:#brand storytelling #system coherence #effectiveness audit #narrative quality #truthfulness assessment

Ready to run

npx skills add https://github.com/aaron-he-zhu/aaron-marketing-skills --skill narrative-quality-auditor

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: narrative-quality-auditor
Source: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/narrative/evaluate/narrative-quality-auditor
Command: npx skills add https://github.com/aaron-he-zhu/aaron-marketing-skills --skill narrative-quality-auditor

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires TALE benchmark, input data processors, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill provides in-depth auditing of narrative quality, ensuring consistency and truthfulness in brand storytelling.

Core Features & Use Cases

Narrative Truth Auditing: Assesses the truthfulness and differentiation of brand narratives.
System Coherence Evaluation: Checks for consistency between different elements of a narrative.
Effectiveness Measurement: Evaluates the effectiveness of a narrative based on evidence and metrics.
Use Case: Before releasing a major marketing campaign, this Skill can be used to ensure that the narrative aligns with the brand's values and effectively communicates the message to the target audience.

Quick Start

Run the narrative-quality-auditor on the brand narrative for accuracy and consistency.

Frequently Asked Questions about narrative-quality-auditor

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

FAQPage Schema

How do I audit brand storytelling for truthfulness and narrative consistency?▼

You can audit brand storytelling by separately scoring narrative truth, system coherence, and effectiveness to ensure canonical consistency and evidence integrity across your campaigns.

What is narrative quality evaluation in marketing campaigns?▼

Narrative quality evaluation assesses the truthfulness, system coherence, and effectiveness of brand storytelling to verify alignment with brand values and target audience communication.

How do I measure the effectiveness of a brand narrative using evidence?▼

You measure narrative effectiveness by evaluating the brand storytelling against evidence and audience data to determine if the message successfully differentiates and communicates to the target audience.

Do I need the TALE benchmark to score narrative truth and system coherence?▼

Yes, the TALE benchmark is required for scoring narrative truth, system coherence, and effectiveness, alongside input data processors to handle narrative content, claims, and audience data.

Can I use this narrative auditor for marketing campaigns before release?▼

Yes, you can run the narrative-quality-auditor on brand narratives before releasing major marketing campaigns to ensure your message aligns with brand values and achieves canonical consistency.

What inputs are required to evaluate narrative differentiation and evidence integrity?▼

The evaluation requires a variety of input types including narrative content, marketing claims, and audience data to accurately assess differentiation, canonical consistency, and evidence integrity.