vr-ablation-study
CommunitySystematically verify component contributions in VR experiments.
Authorseunghyukoh
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the process of conducting ablation experiments in virtual reality (VR) to verify the contribution of each component in an existing experiment setup.
Core Features & Use Cases
- Automated Experiment Analysis: Analyzes existing experiment configurations and execution scripts.
- Component Identification: Identifies components that can be ablated based on their roles in the experiment.
- Customizable Ablation: Allows users to specify components to ablate or automatically identify them.
- Experiment Execution: Executes ablation experiments and saves results.
- Result Analysis: Compares and analyzes the results of ablation experiments.
- Visualization: Generates visualizations of the results for easy interpretation.
- Use Case: For a VR experiment on AI agent performance, use this Skill to remove specific components and measure the impact on performance, ensuring that each component's contribution is accurately assessed.
Quick Start
Run the ablation experiment for the 'experiment_20260305_llm_reasoning' directory with the default components.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 Claude Code Installation
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Please help me install this Skill: Name: vr-ablation-study Download link: https://github.com/seunghyukoh/poi-agents/archive/main.zip#vr-ablation-study Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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