scienceworld-target-identifier

Identify and prioritize ScienceWorld objects from room descriptions by target criteria.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill helps agents systematically find specific types of objects within the ScienceWorld environment, transforming raw room observations into actionable lists of potential targets.

Core Features & Use Cases

  • Object Identification: Filters and identifies objects based on descriptive criteria (e.g., "living thing", "container").
  • Prioritization: Ranks identified objects by accessibility and relevance.
  • Use Case: After exploring a room, an agent can use this skill to find a "living thing" to interact with, receiving a prioritized list of candidates like "baby wolf" or "turtle egg".

Quick Start

Use the scienceworld-target-identifier skill to find a living thing in the current room observation.

Frequently Asked Questions about scienceworld-target-identifier

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

FAQPage Schema
How do I identify specific objects in ScienceWorld room observations?

To identify specific objects in ScienceWorld, this skill filters raw room observations against descriptive criteria like 'living thing' or 'container' to extract actionable lists of potential targets.

How does object prioritization work in ScienceWorld environments?

Object prioritization in ScienceWorld works by ranking identified items based on accessibility and relevance, enabling agents to systematically navigate and interact with the most suitable targets first.

Can I use this skill to find interactive items like a living thing in a room?

Yes, you can use this skill to find a living thing in a room by processing environmental context and returning a prioritized list of candidates such as 'baby wolf' or 'turtle egg'.

What is the best way to filter observable items from text-based game environments?

The best way to filter observable items from text-based game environments is to apply bundled classification scripts and taxonomies that categorize objects by matching descriptive criteria.

Do I need additional dependencies to categorize targets in ScienceWorld?

No additional dependencies are required to categorize targets in ScienceWorld, as the skill utilizes bundled classification scripts and taxonomies to accurately identify and rank objects.

Why does my agent struggle to find specific targets in ScienceWorld?

Agents struggle to find specific targets in ScienceWorld when raw room observations are not filtered, a problem solved by transforming environmental context into prioritized lists of accessible objects.