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Use MinerU to parse scientific PDFs into structured JSON for AI4S data generation.
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Basierend auf der SOC-Berufsklassifikation
| name | mineru-pdf |
| description | Use MinerU to parse scientific PDFs into structured JSON for AI4S data generation. |
Use this skill when the task involves scientific PDF parsing, paper content extraction, or preparing parsed paper data for AI4S dataset generation.
The output should preserve scientific structure and include enough provenance for later quality review. Avoid treating the PDF as plain text when layout, tables, formulas, or figure captions carry important meaning.
Designs and builds ETL/ELT data pipelines. Takes data sources, destination, transformation requirements. Generates pipeline code (Python/SQL), scheduling config, error handling, monitoring setup, and data quality checks. Outputs data-pipeline-spec.md + implementation files.
Review AI4S generated data for structure, scientific consistency, and hallucination risk.
Coordinate crawler, parser, synthesizer, and reviewer agents for AI4S data production.
Generate Sci-Evo style AI4S training data from structured paper content.