paper-to-experiment
CommunityStreamlines converting physics papers into reproducible MD configs.
Authorthematteroftime
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the process of transforming physics research papers into validated, executable simulation configurations, reducing manual effort and human error.
Core Features & Use Cases
- Paper Parsing & Validation: Reads PDFs, extracts key parameters, and aligns data with predefined schemas for reproducibility.
- Schema & Registry Enforcement: Ensures all parameters match registered force types, integrators, and analysis classes, providing validation checkpoints.
- Campaign Generation & Management: Produces detailed JSON configs for systematic parameter sweeps, facilitating large-scale reproducibility studies.
- Use Case: For a researcher reproducing a plasma physics experiment, this tool configures simulation inputs based on paper data, validates correctness, and prepares for automated runs.
Quick Start
Use the paper-to-experiment skill to generate a validated MD campaign config by providing the paper PDF and key parameters.
Dependency Matrix
Required Modules
PyPDF2PyYAMLjsonschemamatplotlib
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: paper-to-experiment Download link: https://github.com/thematteroftime/agentic-md-for-dummies/archive/main.zip#paper-to-experiment Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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