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Grok Bot+18 agentsAI Fashion Guided Selling & Size Recommendation Agent
Guides fashion shoppers toward the right products, sizes, outfits, alternatives, and purchase links using occasion, budget, style, fit, color, season, and inventory data.
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AI Fashion Guided Selling & Size Recommendation Agent
Example session with this skill installed
A shopper needs a wedding guest outfit under $250 for early autumn.
Customer details
- height: 5'4"
- usual size: M
- preferred style: elegant
- preferred colors: navy, emerald, burgundy
- fit preference: comfortable but polished
- product links: available
- inventory data: available
- size chart: available
Create a personalized recommendation with
- top product recommendation
- recommended size
- size confidence
- fit reasoning
- complete outfit
- alternative options
- purchase links
- return-risk note
- Read your context and instructions
- Compiled the ai fashion guided
=== PERSONALIZED FASHION RECOMMENDATION ===
Shopping goal
Wedding guest outfit
Occasion
Early autumn wedding
Budget
Under $250
Style preference
Elegant
Color preference
Navy, emerald, or burgundy
Fit preference
Comfortable but polished
Customer height
5'4"
Usual size
M
Top recommendation
Emerald midi wrap dress
Recommended size
M
Size confidence
Medium
Why this works
A midi wrap silhouette is a strong wedding guest option because it feels polished without being overly formal. Emerald works well for early autumn, and the wrap shape gives more flexibility around the waist than a rigid fitted dress.
Fit reasoning
Based on the shopper’s usual size M and the adjustable wrap silhouette, M is the first size to try. If the fabric has no stretch, if the customer is between sizes, or if more bust coverage is preferred, size L may be the safer choice.
Complete outfit
- emerald midi wrap dress
- nude or metallic block heels
- small gold earrings
- structured clutch
- lightweight shawl or tailored coat for cooler weather
Alternative options
- Navy satin midi dress for a more classic evening look.
- Burgundy A-line dress for a softer romantic style.
- Emerald pleated dress for a more relaxed fit through the waist and hips.
Purchase links
- Emerald midi wrap dress: [product link]
- Nude block heels: [product link]
- Gold earrings: [product link]
- Structured clutch: [product link]
Return-risk note
Medium. The recommendation is based on usual size and height, but confidence would improve with bust, waist, hip, and the product’s exact fabric-stretch information. If the item is final sale or non-stretch, recommend confirming measurements before purchase.
Next question
Would you like the outfit to feel more classic, romantic, or modern?
Subscription · always the latest version
- Secure checkout via Stripe
- Cancel anytime
- Delivered live via MCP
About this skill
Fashion AI Sales Advisor & Size Recommendation Agent helps online clothing stores, fashion brands, premium boutiques, Shopify stores, WooCommerce stores, and ecommerce teams guide shoppers toward better purchase decisions.
Many fashion shoppers abandon a store because they are unsure which product, size, color, style, or outfit combination to choose. This skill solves that problem by acting like a digital fashion sales advisor and personal stylist. It recommends products based on occasion, budget, height, usual size, optional measurements, preferred fit, style direction, season, color preferences, product data, size charts, fit notes, customer reviews, return-risk signals, and inventory availability.
The agent can suggest the best size, explain fit reasoning, provide confidence levels, offer safer alternatives, build complete outfits, recommend shoes and accessories, respect the shopper’s budget, avoid unavailable products, and provide purchase links when product URLs are available.
It is especially useful for fashion ecommerce stores, boutique brands, premium clothing shops, Shopify stores, WooCommerce stores, and online retailers that receive many sizing questions, high return rates, and abandoned carts caused by customer indecision.
The skill includes guided-selling flows, size recommendation logic, category-specific fit rules, occasion-based styling playbooks, inventory-aware recommendation logic, return-risk reduction, complete outfit building, ecommerce integration fields, QA scorecards, pilot launch planning, ROI formulas, and sales proposal language.
It is designed to improve customer confidence, increase conversion rate, raise average order value, reduce sizing support tickets, and lower avoidable size-related returns.
Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse Claude Skills for Shopify.
This skill provides fashion styling guidance, product recommendation logic, size recommendation reasoning, outfit-building workflows, return-risk analysis, ecommerce advisor specifications, and implementation planning. It does not guarantee perfect fit, guarantee lower returns, replace a professional tailor, replace human customer support for complex cases, place orders, process payments, or verify live inventory unless connected to approved store systems.
Real performance depends on product data quality, size chart accuracy, fit notes, inventory accuracy, customer measurements, brand sizing consistency, product photography, customer expectations, return policy, customer support quality, and ongoing optimization.
Size recommendations should always be presented as guidance, not certainty. If product data, size charts, fit notes, or measurements are missing, the agent should clearly state the uncertainty and recommend a safer next step.
How to use
- 1
Connect your agent to the Agensi MCP
Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup
- 2
Sign in to Agensi
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- 3
Ask for what you need
Your agent loads this skill and uses it on your task. It always asks before buying a skill.
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Permissions
File Scopes
This skill uses file access to read user-provided product catalogs, size charts, fit notes, product descriptions, inventory exports, product URLs, customer reviews, return reason reports, ecommerce support FAQs, brand voice guidelines, styling rules, and analytics summaries. It uses write access to create structured Markdown/text outputs such as fashion guided-selling blueprints, personalized product recommendation logic, size recommendation frameworks, outfit-building rules, return-reduction audits, ecommerce advisor specifications, QA scorecards, Shopify/WooCommerce implementation notes, sales proposals, pilot plans, ROI estimates, and SKILL.md files. Product catalog, inventory, size chart, review, return report, and ecommerce platform access should only be enabled in approved implementation environments with read-only or least-privilege permissions. The default safe setup does not require unrestricted network access, terminal access, environment-variable access, payment access, production write access, customer database write access, automated discounting permissions, or autonomous order placement.