4.2.7 Collaboration

[brtnfld]

Repository Mining Approach for Collaboration

This issue tracks the implementation of repository mining approaches for this metric.

Tasks

• Advanced Dependency Analysis: Multi-platform ecosystem mapping using enhanced Spack integration, conda-forge analysis, and comprehensive package manager APIs
• Cross-project Reference Detection: AI-powered analysis of GitHub Issues and PRs for collaboration mentions, cross-project references, and shared development activities
• Interoperability Assessment: Automated analysis of API standards compliance, data format standardization, and integration capabilities
• Collaboration Network Analysis: Network analysis of contributor overlaps, shared dependencies, and cross-project communication patterns
• Standards Compliance Tracking: Assessment of adherence to domain-specific standards and protocols for scientific software interoperability

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