CSCW Artifact Evaluation & Packaging

•
1.1k
•

Packages CSCW research systems, analysis pipelines, codebooks, and community datasets for ethical review-time scrutiny and public release.

The CSCW Artifact Evaluation skill provides specialized guidance for packaging research materials behind CSCW papers—including prototypes, analysis scripts, codebooks, survey instruments, and community-derived datasets. Unlike standard badge checklists, CSCW artifact release centers on human-subject and community data ethics. This skill guides researchers through community re-identification adversary tests, dual-build review vs. camera-ready repository structures, and ethical disclosure documentation (ETHICS.md) to ensure artifacts rigorously protect participants and studied communities while maximizing research reproducibility.

Key Features

011,074 GitHub stars
02Establishes ethical disclosure frameworks including standardized ETHICS.md files
03Provides artifact release audit checklists tailored to CSCW conference standards
04Guides anonymization and dual-build repository structures for review vs. camera-ready release
05Executes community re-identification adversary tests against quote search and join attacks
06Structures minimum viable release packages across instruments, pipelines, and aggregate data

Use Cases

01Auditing online community datasets for re-identification risks and platform terms of service compliance
02Preparing anonymized artifact packages and supplementary materials for peer review submission
03Generating camera-ready open science releases with ETHICS.md documentation and DOI archives