Does this skill work with the Benchling Data Warehouse?

Yes, it provides guidance on querying the Benchling Data Warehouse via SQL for complex reporting, analytics, and historical data exports.

Can I manage biological sequences with this skill?

Yes, it provides full support for creating, updating, and registering DNA, RNA, and AA sequences, including the ability to define custom schemas and fields.

Can I use this to synchronize Benchling with external databases?

Yes, the skill covers event-driven integration patterns using AWS EventBridge to trigger actions in external systems based on Benchling events like entity creation or workflow changes.

How does this skill authenticate with Benchling?

The skill supports both API Key authentication, which is recommended for local scripts and development, and OAuth Client Credentials, which is best for production-grade Benchling Apps.

Does it support bulk laboratory operations?

Absolutely. The skill includes implementation patterns for batch inventory transfers and handles asynchronous operations using task monitors to manage large-scale data updates.

Benchling R&D Integration

Name: Benchling R&D Integration
Author: ricable

byricable

•

Productivity & Workflow

Automates life sciences R&D workflows by integrating with the Benchling platform for registry, inventory, and lab notebook management.

The Benchling Integration skill enables developers and researchers to programmatically interact with the leading cloud platform for life sciences R&D. It provides a standardized framework for using the Benchling Python SDK and REST API to manage biological sequences, physical inventory, and electronic lab notebook (ELN) entries. This skill is ideal for teams looking to automate lab processes, build custom Benchling Apps, synchronize data between external systems, and perform advanced analytics using the Benchling Data Warehouse, ultimately accelerating the pace of scientific discovery through robust Bio-IT automation.

Key Features

011 GitHub stars

02Workflow automation with task status tracking and assignments

03Programmatic ELN entry creation and template management

04Support for event-driven architectures via AWS EventBridge and SQL Data Warehouse queries

05Comprehensive Registry management for DNA, RNA, and protein sequences

06Physical inventory automation for containers, plates, and storage locations

Use Cases

01Syncing experimental results from external hardware and LIMS systems to notebook entries

02Automating sample transfers and conducting digital inventory audits across laboratory locations

03Bulk importing biological sequences from FASTA files into the Benchling Registry

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ricable/ultimate-ai-agent benchling-integration

For use in Claude.ai and ChatGPT

Download Skill