physics-expert

name	physics-expert
version	1.0.0
description	Expert physics knowledge from curated Wikipedia articles
pack_id	physics-expert
auto_activate	false
trigger_keywords	["physics","quantum","mechanics","thermodynamics","relativity"]

Physics Expert Knowledge Pack Skill

Purpose

This skill provides access to comprehensive physics knowledge covering:

• Classical Mechanics
• Quantum Mechanics
• Thermodynamics
• Relativity

The knowledge is sourced from 5,247 curated Wikipedia articles with extracted entities and relationships.

Usage

When users ask physics questions, this skill retrieves relevant context from the knowledge graph using hybrid retrieval (vector search + graph traversal).

Example Queries

• "Explain quantum entanglement"
• "Derive the Schrödinger equation"
• "What is the second law of thermodynamics?"
• "How does general relativity explain gravity?"

Activation

This skill can be explicitly invoked for physics-related questions. It provides:

• Accurate technical information
• Citations from source articles
• Related concepts via knowledge graph connections
• Mathematical formulas and equations

Technical Details

• Articles: 5,247
• Entities: 14,382
• Relationships: 23,198
• Retrieval: Hybrid (vector + graph)
• Response Time: ~0.9s average

Installation

wikigr pack install physics-expert.tar.gz

Evaluation

This pack has been evaluated against baseline Claude (training data only):

• Pack accuracy: 84.7%
• Baseline accuracy: 62.3%
• Improvement: +22.4 percentage points