Space Concept Board

Space Concept Board Pipeline

An agent team collaborates to generate style analysis, moodboard, color palette, furniture/accessory list, budget sheet, and shopping guide all at once.

Execution Mode

Agent Team — 5 agents communicate directly via SendMessage and cross-verify each other's work.

Agent Composition

Workflow

Phase 1: Preparation (Orchestrator performs directly)

1. Extract from user input:
   • Space information: Type (living room/bedroom/study/studio), area, structure
   • Style preference (optional): Preferred styles, reference images
   • Budget (optional): Total budget range
   • Constraints (optional): Rental/owned, renovation scope, pets/children
   • Existing files (optional): User-provided moodboard, furniture list, etc.
2. Create a _workspace/ directory at the project root
3. Organize inputs and save to _workspace/00_input.md
4. If existing files are provided, copy them to _workspace/ and skip the corresponding phase
5. Determine the execution mode based on the scope of the request (see "Modes by Request Scale" below)

Phase 2: Team Assembly and Execution

Inter-team communication flow:

• analyst complete -> Deliver recommended styles and references to designer, spatial conditions and constraints to curator, budget range and rental status to budget
• designer complete -> Deliver color palette and material board to curator, recommended materials and brands to budget
• curator complete -> Deliver full item list and price ranges to budget
• reviewer cross-verifies all deliverables. If critical issues are found, request revision from the relevant agent -> rework -> re-verify (up to 2 rounds)

Phase 3: Integration and Final Deliverables

1. Verify all files in _workspace/
2. Confirm all critical issues from the review report have been addressed
3. Report the final summary to the user:
   • Style analysis — 01_style_analysis.md
   • Moodboard + color palette — 02_moodboard.md
   • Furniture/accessory list — 03_item_list.md
   • Budget sheet + shopping guide — 04_budget_shopping.md
   • Review report — 05_review_report.md

Modes by Request Scale

Existing file usage: When the user provides a moodboard, item list, etc., copy the file to the appropriate numbered position in _workspace/ and skip that stage's agent.

Data Transfer Protocol

File naming convention: {sequence}_{agent}_{deliverable}.{extension}

Error Handling

Test Scenarios

Normal Flow

Prompt: "I want to decorate my 900 sq ft apartment living room in Scandinavian style. My budget is $5,000." Expected Results:

• Style analysis: Scandinavian core elements + living room conditions applied
• Moodboard: White/light gray centered color palette + natural wood and linen materials
• Items: 15-20 products including sofa, table, lighting, rug + size verification
• Budget: Allocation within $5,000 + 3-phase purchase priorities
• Review: All items in consistency matrix verified

Existing File Flow

Prompt: "Recommend furniture that matches this moodboard" + moodboard file attached Expected Results:

• Existing moodboard copied to _workspace/02_moodboard.md
• Item mode: curator + budget + reviewer deployed
• analyst, designer are skipped

Error Flow

Prompt: "I want to make my room look nice but I don't know where to start" Expected Results:

• Insufficient space information -> analyst asks about space type/area or applies defaults
• No style preference -> analyst proposes 3 contrasting styles
• No budget specified -> budget presents average budgets by space type

Agent Extension Skills