Advanced Juicebox data migration strategies. Use when migrating from other recruiting platforms, performing bulk data imports, or implementing complex data transformation pipelines. Trigger with phrases like "juicebox data migration", "migrate to juicebox", "juicebox import", "juicebox bulk migration".
7.0
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Backend Development
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Comprehensive skill for advanced Juicebox data migration with excellent task knowledge including data assessment, schema mapping, transformation pipelines, bulk imports with rate limiting, validation, and rollback strategies. The description clearly identifies use cases and trigger phrases. Structure is logical with well-organized sections from assessment through rollback. Provides substantial TypeScript code implementing complex patterns like streaming pipelines, semaphores, and checkpointing. High novelty value - a CLI agent would struggle with enterprise migration complexity, rate limiting logic, and reconciliation strategies without this guidance. Minor improvement areas: could benefit from more concrete CLI invocation examples and the referenced scripts/lib files could be separated into actual files for very large implementations, though current single-file structure works well for this scope.
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