🤖 Research and Design Automated Scholarly Metadata Synchronization Workflows

[szmyty]

🤖 Research and Design Automated Scholarly Metadata Synchronization Workflows

Overview

Investigate and prototype future automation workflows for synchronizing scholarly metadata across:

• GitHub repositories
• GitHub Releases
• "CITATION.cff"
• Zenodo
• arXiv
• ORCID
• Hugging Face
• GitHub Pages
• publication manifests
• release artifacts

This issue is intentionally exploratory and research-oriented.

The goal is to design a scalable, maintainable, and elegant publication metadata orchestration system for future papers and implementations.

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Objectives

• Research scholarly metadata standards
• Research publication synchronization workflows
• Research DOI and citation automation
• Research GitHub ↔ Zenodo integration
• Research ORCID synchronization possibilities
• Explore metadata generation pipelines
• Explore canonical metadata source architecture

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Areas to Investigate

CITATION.cff Automation

Investigate:

• generating "CITATION.cff"
• templating metadata
• injecting release versions
• injecting DOI metadata
• injecting arXiv identifiers

Potential inputs:

• GitHub Actions variables
• release tags
• paper metadata
• repository metadata

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Zenodo Integration

Investigate:

• GitHub ↔ Zenodo linking
• automatic DOI generation
• release archival
• release synchronization
• metadata ingestion

Potential workflows:

GitHub Release
↓
Zenodo Archive
↓
DOI Generation
↓
Metadata Synchronization

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ORCID Synchronization

Research:

• ORCID publication ingestion
• ORCID linking workflows
• DOI synchronization
• arXiv synchronization
• automated metadata updates

Potential future workflows:

Release
↓
DOI
↓
ORCID update

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arXiv Metadata

Investigate:

• arXiv metadata requirements
• arXiv export generation
• arXiv citation linking
• arXiv update workflows
• machine-readable publication metadata

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Hugging Face Integration

Investigate:

• model cards
• dataset cards
• metadata synchronization
• linking papers to demos
• linking demos to repositories
• linking repositories to publication metadata

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Canonical Metadata Source

Research strategies for:

• centralized metadata
• reusable metadata templates
• publication manifests
• metadata schemas
• publication-as-code workflows

Potential future files:

publication.json
codemeta.json
metadata.yaml
release-manifest.json

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Potential Future Automation Ideas

Examples:

• auto-generate "CITATION.cff"
• auto-update release metadata
• auto-sync release versions
• auto-build publication manifests
• auto-generate scholarly metadata
• auto-generate arXiv bundles
• auto-link releases to Zenodo
• auto-update publication websites

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Constraints

Avoid:

• overengineering
• premature complexity
• fragile synchronization systems
• unnecessary infrastructure

The goal is:

• elegant
• maintainable
• scalable
• future-facing publication infrastructure

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Acceptance Criteria

• Research findings documented
• Potential architecture documented
• Future automation opportunities identified
• Risks and complexity areas identified
• Suggested future implementation roadmap documented

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Notes

This issue intentionally captures future-facing publication orchestration ideas before they are forgotten.

This issue is exploratory and architectural.

It does NOT need to fully implement automation yet.

The goal is to:

• capture the vision
• identify opportunities
• preserve future infrastructure direction
• support recursive publication workflows later.