fluent-style

Generate closet-aware style recommendations from Fluent closet state.

Updated Apr 6, 2026
One-click install
npx skills add https://github.com/shaner-git/fluent-oss --skill fluent-style
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: fluent-style
Source: https://github.com/shaner-git/fluent-oss/tree/main/openclaw-plugin/fluent/skills/fluent-style
Command: npx skills add https://github.com/shaner-git/fluent-oss --skill fluent-style

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Fluent Style skill provides contextual fashion guidance by grounding recommendations in your Fluent closet state, preventing generic advice that ignores your actual items.

Core Features & Use Cases

  • Reads canonical closet state and converts it into actionable Style recommendations.
  • Supports onboarding and calibration when readiness is missing, and handles explicit keep flows to save items into the closet.
  • Provides a stylist perspective, focusing on silhouette, color, texture, and wardrobe role to craft tailored outfits.
  • Use Case: when planning a new look, ask for a closet-aware verdict that respects your current items and gaps.

Quick Start

Ask me to review your closet state and generate a tailored Style recommendation based on your current items.

Frequently Asked Questions about fluent-style

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

FAQPage Schema
How do I get fashion recommendations based on my current wardrobe items?

To get fashion recommendations based on your current wardrobe, this skill reads your canonical closet state and converts it into actionable style guidance. It focuses on silhouette, color, texture, and wardrobe role to craft tailored outfits without suggesting generic items.

What is closet-aware style analysis and how does it work?

Closet-aware style analysis prevents generic advice by grounding outfit recommendations in your actual closet state. It evaluates your existing items and wardrobe gaps to provide a stylist perspective tailored to your specific readiness conditions and inventory.

Can I save or keep new clothing items into my closet during a workflow?

Yes, you can save or keep new clothing items into your closet during a workflow. The skill handles explicit keep flows to integrate new pieces and update your canonical closet state, ensuring future style recommendations reflect your complete wardrobe.

Do I need a fully populated inventory to use the closet analysis tool?

No, you do not need a fully populated inventory to use the closet analysis tool. The skill supports onboarding and calibration when readiness is missing, allowing it to handle a range of wardrobe scenarios and readiness conditions effectively.

Best way to identify gaps in my wardrobe when planning a new look?

The best way to identify wardrobe gaps when planning a new look is to request a closet-aware verdict. The skill analyzes your canonical closet state to expose missing pieces and provides tailored style recommendations that respect your current items.