skills.rest
Flintmere
FlintmereOFFICIAL
Explore all skills by this author →
GitHub

agentic-readiness-audit

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
One-click install
npx skills add https://github.com/Flintmere/flintmere --skill agentic-readiness-audit
Or copy as Structured Prompt for Agent▼
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.

Related Skills

Explore More Data & Analytics Skills→
nexscope-ainexscope-ai
38

ecommerce.geo-score-check

Evaluate ecommerce URLs for SEO, GEO readiness, and AI citation visibility.

Official
Advanced
cenconq25cenconq25
39

security-audit

Audit codebases against OWASP MASVS and generate prioritized remediation reports.

Community
Advanced
DevelopersGlobalDevelopersGlobal
65

observability

Implement structured logging, distributed tracing, and alerting with OpenTelemetry.

Official
Advanced
coco-researchcoco-research
264

gsd-ui-review

Audits implemented frontend code and produces a structured six-pillar UI review document.

Community
Intermediate