taomiao/dynamicskillcompiler/alfworld-inventory-management

Inventory Management Skill

When to Use

Activate this skill when:

• Task requires collecting multiple instances of the same object type (e.g., "put two cellphone in bed")
• You need to track progress toward a quantity-based goal
• Searching through multiple locations systematically

Core Workflow

1. Initialize Inventory

• Parse the task description to identify:
• Target object type (e.g., "cellphone")
• Required quantity (e.g., "two")
• Initialize counters: collected = 0, needed = <quantity>
• Create empty list for searched locations

2. Systematic Search Pattern

Follow this search priority:

1. Visible surfaces (desks, dressers, beds) - check first
2. Closed containers (drawers, cabinets) - open and inspect
3. Return to known locations if inventory incomplete

Critical Rule: After finding an object, immediately place it at the target location before searching for the next one.

3. Action Decision Logic

Use this decision tree: