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There are things that many science projects, experiments or other collaborations might tend to want or need. We should categorize those and provide leading examples of known solutions in those categories. It's possible there are already good inputs / catalogs that already exist. What are they?
Potential categories might include:
Project management
Collaboration
Issue tracking
Code and data repositories
Manuscript authoring
Publishing
Peer review
Data analysis / Machine learning
Image processing