Interior Design Visualization

Visualize interior design transformations using each::sense AI. Redesign rooms, change styles, update color schemes, and preview renovations from photos of y...

Security Scan

The skill's instructions send user photos to an external eachlabs.run API and require an API key in examples, but the skill metadata does not declare any required credentials or a homepage/source — this mismatch and lack of provenance is suspicious.

Purpose & Capability

The stated purpose (interior design visualization) matches the runtime instructions (POST images to an image-generation API). However, the SKILL.md examples repeatedly use an X-API-Key ($EACHLABS_API_KEY) header and call https://sense.eachlabs.run/chat while the skill's registry metadata lists no required environment variables, no primary credential, and no homepage/source. Omitting a required API key from the metadata and having no provenance (homepage/source) is an incoherence that reduces trust.

Instruction Scope

The instructions are narrowly focused on sending image URLs and messages to the each::sense chat endpoint and streaming SSE events back. They do not instruct reading arbitrary local files or secrets, but they do direct the agent to transmit user images to a third-party endpoint and to use an API key. The SSE reference doc also implies potential web-search/tool calls by the service. There is no guidance about privacy, data retention, or what user data is transmitted, so the agent may upload sensitive images without clear limits.

Install Mechanism

No install spec and no code files — this is an instruction-only skill. That has lower disk-execution risk because nothing is written or executed locally by an installer.

Credentials

The examples require an EACHLABS_API_KEY (X-API-Key) but the registry metadata declares no required env vars or primary credential. This is disproportionate/inconsistent: the skill will not function as shown without an API key, and the omission prevents users from seeing upfront what secrets are needed. The skill also asks users to upload photos (which may contain PII) to an external service; that sensitivity should be disclosed.

Persistence & Privilege

The skill does not request permanent presence (always:false) and contains no install or configuration steps that modify other skills or system-wide settings. Autonomous invocation is allowed (default) but is not combined here with other elevated privileges.

What to consider before installing

Before installing or enabling this skill, verify the skill's provenance and intended API usage: ask the publisher for a homepage/source code link and an explanation of data retention and privacy for images sent to eachlabs.run. Do not provide high-value or long-lived credentials; if you must supply an API key, prefer a scoped/test key with minimal privileges and rotate it after testing. Test first with non-sensitive images. Request that the publisher update the skill metadata to declare the required EACHLABS_API_KEY (primary credential), provide a trusted homepage, and include privacy/retention details; if they cannot, avoid installing or block network access to the eachlabs.run endpoint. If you need help evaluating the eachlabs.run service, ask for its privacy policy, terms of service, and a sample response that does not contain sensitive data.

Transform and visualize interior spaces using each::sense. This skill takes photos of existing rooms and generates redesigned versions with different styles, furniture, colors, and layouts.

Features

• Room Redesign: Transform existing rooms into completely new designs
• Style Transformation: Apply modern, minimalist, bohemian, industrial, and other styles
• Furniture Visualization: See how new furniture would look in your space
• Color Scheme Changes: Preview walls, accents, and decor in different colors
• Kitchen Remodels: Visualize cabinet, countertop, and appliance updates
• Bathroom Updates: Preview tile, vanity, and fixture changes
• Office Design: Transform workspaces for productivity and aesthetics
• Before/After Comparison: Generate side-by-side visualizations

Quick Start

curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Redesign this living room in a modern minimalist style with neutral colors and clean lines",
    "image_urls": ["https://example.com/my-living-room.jpg"],
    "mode": "max"
  }'

Interior Design Styles

Style	Characteristics	Best For
Modern	Clean lines, neutral colors, minimal decor	Living rooms, offices
Minimalist	Sparse furniture, white/light colors, open space	Any room
Scandinavian	Light wood, white walls, cozy textiles	Bedrooms, living rooms
Industrial	Exposed brick, metal accents, raw materials	Lofts, kitchens
Bohemian	Rich colors, patterns, eclectic decor	Bedrooms, living rooms
Mid-Century Modern	Retro furniture, warm woods, bold colors	Living rooms, offices
Farmhouse	Rustic wood, neutral colors, vintage accents	Kitchens, dining rooms
Contemporary	Current trends, mixed materials, sophisticated	Any room
Coastal	Light blues, whites, natural textures	Bedrooms, bathrooms
Traditional	Classic furniture, rich colors, ornate details	Formal spaces

Use Case Examples

1. Room Redesign from Photo

Transform an existing room with a complete redesign while maintaining the room's structure.

curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Completely redesign this room. Keep the same layout but update all furniture, decor, and colors. Make it feel more luxurious and sophisticated with a contemporary style. Include a statement light fixture and add some greenery.",
    "image_urls": ["https://example.com/current-room.jpg"],
    "mode": "max"
  }'

2. Style Transformation (Modern to Minimalist)

Convert a room from one design style to another.

curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Transform this cluttered traditional living room into a minimalist Japanese-inspired space. Remove excess furniture, use a neutral color palette with whites and light wood tones, add a low platform sofa, and incorporate zen elements like a simple indoor plant and natural light.",
    "image_urls": ["https://example.com/traditional-room.jpg"],
    "mode": "max"
  }'

3. Furniture Placement Visualization

See how specific furniture pieces would look in your space.

curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Add furniture to this empty living room: place a large L-shaped sectional sofa in gray fabric facing the window, a round marble coffee table in the center, two accent armchairs in terracotta velvet, a media console against the wall, and a large area rug underneath. Keep the existing flooring and wall color.",
    "image_urls": ["https://example.com/empty-living-room.jpg"],
    "mode": "max"
  }'

4. Color Scheme Change

Preview your room with different wall colors and accent colors.

curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Change the color scheme of this room. Paint the walls in a deep forest green, update the curtains to cream linen, add gold accent pieces, and change the throw pillows to mustard yellow and cream. Keep all existing furniture but change the soft furnishings.",
    "image_urls": ["https://example.com/beige-room.jpg"],
    "mode": "max"
  }'

5. Kitchen Remodel Visualization

Preview kitchen renovations including cabinets, countertops, and appliances.

curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remodel this dated kitchen into a modern farmhouse style. Replace the cabinets with white shaker-style cabinets, add a large kitchen island with a butcher block top, install stainless steel appliances, add subway tile backsplash, change countertops to white quartz, and include open shelving on one wall. Add pendant lights over the island.",
    "image_urls": ["https://example.com/old-kitchen.jpg"],
    "mode": "max"
  }'

6. Bathroom Design Update

Transform bathroom aesthetics with new fixtures and finishes.

curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Transform this outdated bathroom into a spa-like retreat. Replace the vanity with a floating double vanity in walnut wood, add a frameless glass shower enclosure, install large format white marble-look tiles on the walls, add matte black fixtures and hardware, include a freestanding soaking tub if space allows, and add warm LED lighting behind the mirror.",
    "image_urls": ["https://example.com/bathroom-before.jpg"],
    "mode": "max"
  }'

7. Office Space Design

Create productive and stylish home office or commercial workspace designs.

curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Design this spare bedroom as a professional home office. Add a large L-shaped desk in walnut, an ergonomic mesh office chair, built-in bookshelves on one wall, proper task lighting with a desk lamp and overhead light, some indoor plants for freshness, and a comfortable reading nook by the window. Keep it professional but warm.",
    "image_urls": ["https://example.com/spare-bedroom.jpg"],
    "mode": "max"
  }'

8. Bedroom Makeover

Transform bedrooms with new furniture, textiles, and ambiance.

curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Give this master bedroom a luxury hotel makeover. Add an upholstered king bed with a tall tufted headboard in gray velvet, matching nightstands with elegant table lamps, a bench at the foot of the bed, floor-to-ceiling curtains in a soft white, layered bedding in white and taupe, and a plush area rug. Create a serene and sophisticated atmosphere.",
    "image_urls": ["https://example.com/bedroom-current.jpg"],
    "mode": "max"
  }'

9. Living Room Style Options (Multi-Turn)

Generate multiple style options for the same room using session continuity.

# First option - Modern style
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Redesign this living room in a modern contemporary style with clean lines, neutral colors, and sophisticated furniture. Include a sectional sofa, modern coffee table, and contemporary art.",
    "image_urls": ["https://example.com/living-room.jpg"],
    "session_id": "living-room-options-001",
    "mode": "max"
  }'

# Second option - Bohemian style (same session)
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Now redesign the same living room in a bohemian style. Use rich colors, layered textiles, eclectic furniture, lots of plants, and global-inspired decor. Make it feel cozy and collected.",
    "session_id": "living-room-options-001",
    "mode": "max"
  }'

# Third option - Scandinavian style (same session)
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Create a third option with Scandinavian style. Light wood floors, white walls, minimal furniture in light colors, cozy textiles like sheepskin throws, and plenty of natural light. Keep it simple and hygge.",
    "session_id": "living-room-options-001",
    "mode": "max"
  }'

10. Before/After Comparison

Generate a side-by-side visualization showing the transformation.

curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Create a dramatic before and after comparison. Take this dated 1990s living room and transform it into a modern 2024 design. Show both versions side by side - the original on the left and the redesigned version on the right. The new design should feature contemporary furniture, updated lighting, modern color palette, and current design trends.",
    "image_urls": ["https://example.com/dated-room.jpg"],
    "mode": "max"
  }'

Best Practices

Photo Requirements

• Good lighting: Use well-lit photos for best results
• Clear angles: Wide-angle shots showing the full room work best
• Minimal obstructions: Remove temporary items like laundry or personal effects
• Multiple angles: For complex projects, provide multiple views

Prompt Tips

• Be specific: Mention exact styles, colors, and materials
• Reference the space: Describe what to keep vs. change
• Include details: Mention lighting, textures, and accessories
• Set the mood: Describe the atmosphere you want (cozy, luxurious, bright)

Example Prompt Structure

"Transform this [room type] into a [style] design.
[Specific changes for major elements like walls, floors, furniture]
[Color palette preferences]
[Lighting requirements]
[Accessories and decor]
[Overall mood/atmosphere]"

Mode Selection

Ask your users before generating:

"Do you want fast & cheap, or high quality?"

Mode	Best For	Speed	Quality
max	Final design presentations, client proposals	Slower	Highest
eco	Quick concept exploration, initial brainstorming	Faster	Good

Multi-Turn Design Refinement

Use session_id to iterate on designs:

# Initial design
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Redesign this bedroom in a modern style with neutral colors",
    "image_urls": ["https://example.com/bedroom.jpg"],
    "session_id": "bedroom-project-001",
    "mode": "max"
  }'

# Refine based on feedback
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "I like it but make the headboard larger and add more warm wood tones. Also add some plants.",
    "session_id": "bedroom-project-001",
    "mode": "max"
  }'

# Final adjustments
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Perfect! Now add some artwork above the bed and change the throw pillows to a dusty rose color.",
    "session_id": "bedroom-project-001",
    "mode": "max"
  }'

Error Handling

Error	Cause	Solution
Failed to create prediction: HTTP 422	Insufficient balance	Top up at eachlabs.ai
Content policy violation	Prohibited content	Adjust prompt to comply with content policies
Timeout	Complex generation	Set client timeout to minimum 10 minutes
Image not accessible	Invalid or private URL	Use publicly accessible image URLs

Related Skills

• each-sense - Core API documentation
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