agentic-readiness-audit

Name: agentic-readiness-audit
Availability: InStock
Author: Flintmere

Audits merchant catalogs across six pillars and generates a remediation report.

Updated Apr 18, 2026

Search Tags:#audit #remediation #reporting #ecommerce #shopify #ai-readiness #six-pillars

Ready to run

npx skills add https://github.com/Flintmere/flintmere --skill agentic-readiness-audit

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: agentic-readiness-audit
Source: https://github.com/Flintmere/flintmere/tree/main/.claude/skills/agentic-readiness-audit
Command: npx skills add https://github.com/Flintmere/flintmere --skill agentic-readiness-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Audit merchant catalogs for AI-agent readiness across six pillars, generating a prioritized issues list and a remediation plan without applying fixes.

Core Features & Use Cases

Deep six-pillars audit across identifier completeness, attribute completeness, title/description quality, catalog mapping, consistency, and AI-checkout eligibility.
Rank issues by revenue impact × score deficit and produce a prioritized remediation plan for hand-off to auto-fix engines.
Generate a canonical audit report suitable for executive summaries, stakeholder reviews, and research briefs.

Quick Start

Invoke agentic-readiness-audit on a merchant catalog to generate a prioritized audit report and a 30-day remediation plan without applying any fixes.

Frequently Asked Questions about agentic-readiness-audit

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

FAQPage Schema

How do I audit a Shopify catalog for AI-agent readiness?▼

An AI-readiness audit evaluates merchant catalogs across six pillars—identifier completeness, attribute quality, title and description quality, catalog mapping, consistency, and AI-checkout eligibility—to identify gaps and generate a remediation plan.

How do I generate a prioritized remediation plan for ecommerce catalog issues?▼

Catalog remediation planning ranks identified issues by revenue impact multiplied by score deficit, producing a prioritized 30-day action plan for hand-off to auto-fix engines without applying the fixes directly.

Can I use this audit report for executive summaries and stakeholder reviews?▼

The audit outputs an executive summary, top issues with ROI, remediation tiers, and a channel-health overview, making it suitable for stakeholder reviews, beta merchant deep-dives, and research briefs.

Does the audit apply fixes to the merchant catalog automatically?▼

No, the audit adheres to a non-actionable policy. It generates a report and a 30-day remediation plan for hand-off to auto-fix engines but does not implement any fixes to the catalog directly.

What are the six pillars evaluated in an AI-readiness audit?▼

The six pillars are identifier completeness, attribute completeness, title and description quality, catalog mapping, consistency, and AI-checkout eligibility, all scored by the six-pillar scoring engine.

How do I identify which catalog gaps have the highest revenue impact?▼

The six-pillar scoring engine ranks issues by revenue impact multiplied by score deficit, surfacing top issues with ROI in the audit report to help prioritize remediation efforts.