Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
8.3
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Backend Development
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Excellent skill for Benchling R&D platform integration. The description clearly conveys the skill's capabilities for lab data management automation. SKILL.md provides comprehensive task knowledge with extensive code examples covering authentication, registry management, inventory operations, notebook entries, workflows, events, and data warehouse queries. The structure is well-organized with a clear overview, core capabilities sections, best practices, and common use cases, plus referenced files for deeper details. The skill offers strong novelty by encapsulating complex life sciences R&D workflows that would require significant domain knowledge and many API calls for a CLI agent to replicate. Minor improvements could include slightly more detail in the initial description about Data Warehouse and EventBridge capabilities, but overall this is a production-ready, well-documented skill that meaningfully reduces complexity for Benchling automation tasks.
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