scienceworld-material-classifier

Infer material properties like conductivity when direct testing is unavailable.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill helps determine a material's properties when direct testing is not possible, enabling logical inference for decision-making.

Core Features & Use Cases

  • Inferred Classification: Determines material properties (e.g., conductivity) based on available information when direct testing fails.
  • Disposition Guidance: Provides a basis for deciding the final placement or handling of an object.
  • Use Case: If a circuit test for conductivity fails on a glass jar, this skill uses domain knowledge to classify it as non-conductive and guides its placement in the correct container.

Quick Start

Use the scienceworld-material-classifier skill to determine the conductivity of a glass jar.

Frequently Asked Questions about scienceworld-material-classifier

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

FAQPage Schema
How do I classify a material's conductivity when direct testing fails?

To classify material conductivity when direct testing fails, apply logical inference using observed object properties and domain knowledge. Consulting material references and common-sense reasoning allows accurate classification and disposition decisions without direct experimentation.

What is property inference for material classification?

Property inference for material classification is the process of determining untested physical characteristics like conductivity using logical deduction and observed attributes. It replaces direct science experiments when physical testing is invalid or unavailable.

How do I determine the correct disposition for an object with unknown properties?

To determine the correct disposition for an object with unknown properties, infer its material characteristics using common-sense reasoning and property references. This logical deduction provides a reliable basis for deciding final object placement or handling.

Can I use logical reasoning to identify material properties without a science experiment?

Yes, you can use logical reasoning to identify material properties without a science experiment by applying common-sense deduction to observed attributes. This method infers properties like conductivity by consulting domain knowledge references.

When should I rely on inferred classification instead of experimental testing?

You should rely on inferred classification instead of experimental testing when direct testing is invalid, unavailable, or fails. Applying domain knowledge and logical deduction to observed properties ensures accurate material classification outcomes.

Does material classification require consulting property references for accurate outcomes?

Yes, accurate material classification requires consulting property references to apply logical deduction correctly. Combining these references with observed object properties ensures valid inference for decisions regarding conductivity and disposition.