Does it support bulk inventory operations?

Absolutely. The skill provides patterns for batch creating containers, managing freezer boxes, and performing item transfers across physical locations.

What is Benchling Integration for Claude?

It is a specialized skill that allows Claude to write code and automate tasks within the Benchling R&D platform using its official Python SDK and REST API.

Do I need a Benchling account to use this skill?

Yes, you must have an active Benchling account, a tenant URL, and a valid API key or OAuth client credentials to authenticate.

Can this skill handle DNA and protein sequences?

Yes, it supports full CRUD operations for biological sequences, including managing registry registration, naming strategies, and custom schema fields.

Can I query the Benchling Data Warehouse with this?

Yes, the skill provides guidance on using SQL to query historical R&D data via the Benchling Data Warehouse for analytics and reporting purposes.

Benchling Integration

Name: Benchling Integration
Author: K-Dense-AI

byK-Dense-AI

•

3,719

Data Science & ML

Automates R&D data management by integrating Claude with the Benchling platform for biological entity tracking, inventory control, and lab notebook documentation.

About

This skill enables Claude to interact directly with the Benchling cloud platform, streamlining life sciences research and development. It provides a robust set of tools for managing biological sequences, automating laboratory inventory operations, and creating electronic lab notebook entries via the Benchling Python SDK and REST API. Whether you are building custom Benchling Apps, syncing data with external systems, or querying the Data Warehouse for analytics, this skill provides the patterns and implementation best practices needed to automate complex scientific workflows efficiently.

Key Features

Automated inventory management for samples, containers, plates, and storage locations.
Programmatic creation, management, and template-linking of Electronic Lab Notebook (ELN) entries.
Support for event-driven integrations via AWS EventBridge and Data Warehouse SQL queries.
3,719 GitHub stars
Comprehensive Python SDK integration for DNA, RNA, protein, and custom registry entities.
Workflow automation capabilities for managing laboratory tasks, statuses, and assignments.

Use Cases

Performing automated inventory audits and tracking sample transfers between laboratory locations.
Building event-driven pipelines that trigger downstream analysis when workflow tasks change status.
Automating bulk imports of biological sequences from FASTA files into the Benchling registry.

About

Key Features

Automated inventory management for samples, containers, plates, and storage locations.
Programmatic creation, management, and template-linking of Electronic Lab Notebook (ELN) entries.
Support for event-driven integrations via AWS EventBridge and Data Warehouse SQL queries.
3,719 GitHub stars
Comprehensive Python SDK integration for DNA, RNA, protein, and custom registry entities.
Workflow automation capabilities for managing laboratory tasks, statuses, and assignments.

Use Cases

Performing automated inventory audits and tracking sample transfers between laboratory locations.
Building event-driven pipelines that trigger downstream analysis when workflow tasks change status.
Automating bulk imports of biological sequences from FASTA files into the Benchling registry.