reana-shboost24

name	reana-shboost24
description	Run SHboost24 plotting and sampling workflows on REANA with cached parquet inputs and explicit script packaging.
version	1.0.0
author	AstroAgent / AIP
license	MIT
metadata	{"hermes":{"tags":["reana","shboost24","astronomy","workflow","parquet"],"category":"workflows","related_skills":["reana-operator","reana-client-config","reana-aip","shboost24-cmd"]}}

REANA SHboost24

When to Use

Use this skill for SHboost24 plotting or data-reduction workflows that need to run on REANA.

Procedure

1. Configure REANA authentication first with reana-client-config if needed.
2. Prepare the Python analysis script locally.
3. Include the script explicitly in workflow inputs.
4. Use local parquet caching where appropriate.
5. Run through reana-client run -w <name>.

Canonical Routing

This is a specialized or legacy example skill. For new work, start with astro-data-access-umbrella and route through:

• reana-operator
• s3-parquet-astro-access
• astro-catalog-plotting-cache

Keep this skill for dataset-specific examples, but prefer the canonical skills for new implementations, live probes, REANA execution, and plotting/cache conventions.

Pitfalls

• Forgetting to include the analysis script as an input is a common failure.
• Avoid ad hoc workflow names when resubmitting fixes to an existing workspace.

Verification

• Workflow contains the script input.
• Output artifacts and plot filenames are explicitly defined.