badge-evaluation

Evaluate research artifacts against NDSS badge criteria and generate badge reports.

Updated Jan 15, 2026

Search Tags:#documentation #verification #reproducibility #artifact #doi #badge-evaluation #ndss

Ready to run

npx skills add https://github.com/KaiserWhoLearns/skillsbench --skill badge-evaluation

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: badge-evaluation
Source: https://github.com/KaiserWhoLearns/skillsbench/tree/main/libs/artifact-runner/tasks/nodemedic-demo/environment/skills/badge-evaluation
Command: npx skills add https://github.com/KaiserWhoLearns/skillsbench --skill badge-evaluation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Evaluate research artifacts against NDSS badge criteria (Available, Functional, Reproduced) by checking DOI, documentation, exercisability, and reproducibility requirements.

Core Features & Use Cases

Badge types: Available, Functional, and Reproduced with clear criteria and checklists.
Evaluation workflow: verify permanent public storage, DOI presence, DOI in appendix, README references, license, documentation quality, and exercisability.
Use Case: Researchers or reviewers can generate badge reports for artifacts to support publication, reproducibility studies, or grant applications.

Quick Start

Run the evaluation workflow on a target artifact to generate a badge report.

Frequently Asked Questions about badge-evaluation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I evaluate research artifacts against NDSS reproducibility badge criteria?▼

You can evaluate artifacts against NDSS badge criteria by verifying permanent public storage, DOI presence, appendix references, README citations, license, documentation quality, and exercisability to score Available, Functional, and Reproduced badges.

What is the difference between Available, Functional, and Reproduced artifact badges?▼

Available, Functional, and Reproduced badges represent escalating verification tiers: Available checks permanent storage and DOI, Functional verifies documentation and exercisability, and Reproduced demands full reproducibility validation per NDSS methodology.

How do I verify if an artifact has a valid DOI and permanent public storage for badge evaluation?▼

Verifying DOI and permanent public storage requires checking artifact DOI presence, validating appendix DOI references, and confirming public accessibility to satisfy NDSS Available badge requirements.

Does artifact badge evaluation check documentation quality and license completeness?▼

Yes, artifact badge evaluation rigorously checks documentation quality and license completeness, validating README references, documentation thoroughness, and license presence to satisfy NDSS Functional and Reproduced badge criteria.

Can I generate reproducibility reports for artifact submissions across research workflows?▼

You can generate reproducibility reports for artifact submissions across research workflows, audits, and reproducibility studies by executing automated badge scoring to produce documentation for publications or grant applications.