Skills
.Work. You
Rest

reana-serial-python

Community

REANA serial workflow template Python analyses

Data & Analytics#workflow#python#data-analysis#reproducibility#parquet#remote-data#reana
Authorarm2arm
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Streamlines the setup and execution of serial REANA workflows for Python-based data analyses on remote data, with built-in caching and standardized outputs to improve reproducibility.

Core Features & Use Cases

  • Serial REANA scaffolding for Python data analysis against remote datasets.
  • Local caching of processed results as Parquet to speed up iterations.
  • Predictable outputs: PNG visualizations and exportable results from your analysis.
  • Use Case: A researcher runs multiple SHBoost-like experiments by swapping only the analysis script, selected data columns, and output names.

Quick Start

Create a new workflow directory, plug in your Python analysis script, configure reana.yaml, and execute the run.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 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: reana-serial-python
Download link: https://github.com/arm2arm/AstroAgentAssistant/archive/main.zip#reana-serial-python

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.