rysweet 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