scienceworld-task-focuser

Focus an AI agent on a specified object in the ScienceWorld environment or inventory.

1.1k|131|Updated Jan 10, 2026
One-click install
npx skills add https://github.com/zjunlp/SkillNet --skill scienceworld-task-focuser
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scienceworld-task-focuser
Source: https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-task-focuser
Command: npx skills add https://github.com/zjunlp/SkillNet --skill scienceworld-task-focuser

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill ensures the AI agent correctly identifies and targets specific objects within the ScienceWorld environment or its inventory before performing critical actions, preventing errors and ensuring task accuracy.

Core Features & Use Cases

  • Intent Declaration: Formally signals the agent's intention to interact with a particular object.
  • Pre-action Alignment: Essential step before measurements, complex operations, or using tools.
  • Inventory/Environment Targeting: Can focus on objects whether they are in the agent's inventory or present in the environment.
  • Use Case: Before measuring the temperature of a beaker, the agent first uses this skill to focus on beaker in inventory and then focus on thermometer in inventory.

Quick Start

Use the scienceworld-task-focuser skill to focus on the 'beaker' in the inventory.

Frequently Asked Questions about scienceworld-task-focuser

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

FAQPage Schema
How do I focus on a specific object in a simulated environment before taking a measurement?

To focus on an object in a simulated environment, you must formally declare your intent by specifying the exact object name and its location. This pre-action alignment ensures the AI agent correctly targets the item before executing operations.

Why does my AI agent fail to interact with the correct items in the ScienceWorld simulation?

AI agents fail to interact correctly when they skip the intent declaration step. You must use a focus skill to target specific objects in the environment or inventory, ensuring task accuracy and preventing operational errors before executing complex actions.

Can I target objects that are currently in my agent's inventory for complex operations?

Yes, you can target objects located in your agent's inventory. The focus mechanism supports both inventory and environment targeting, requiring precise object naming and location specification to confirm the agent's attention before performing critical actions.

What is the best way to prepare an AI agent for a complex operation like measuring temperature?

The best way to prepare an AI agent for measuring temperature is to sequentially focus on each required item in the inventory. You must first focus on the target beaker in the inventory, and then focus on the thermometer in the inventory.

Does the task focus mechanism require precise object naming in the ScienceWorld environment?

Yes, the task focus mechanism requires precise object naming and location specification. You must explicitly state whether the target item is in the environment or the inventory to successfully confirm the agent's focus for task preparation.

When should I use an object focus step in an AI simulation workflow?

You should use an object focus step whenever you need to prepare for critical actions like measurements or complex operations. It acts as an essential pre-action alignment step to declare intent and ensure accurate interaction with target items.