Lululemon Au Product Finder

Overview

This skill finds a Lululemon Australia product from a fuzzy user description and returns structured variant data. It is optimized for live catalog lookups where direct curl-style scraping or fresh browser automation may be blocked, and it is expected to degrade gracefully instead of failing hard.

Core Rules

• Treat all catalog information as live. Verify against current pages before answering.
• Scope the work to lululemon.com.au, usually under /en-au/p/.
• Prefer search-engine discovery over Lululemon's onsite search.
• Prefer product detail pages over category, sale, or search pages.
• Group variants by product slug, then merge data across multiple variant URLs.
• Report uncertainty explicitly when only one variant page is accessible.
• Preserve per-field provenance when falling back to snippets or indirect evidence.

Workflow

1. Normalize the Request