Does this skill support bulk data operations?

Yes, the skill provides implementation patterns for batch operations, memory-efficient pagination using generators, and handling asynchronous tasks for high-volume data processing.

Is it possible to trigger actions based on Benchling events?

Yes, the skill outlines integration patterns for subscribing to Benchling events via AWS EventBridge, allowing you to trigger external workflows when entities are created or updated.

How do I authenticate with Benchling using this skill?

You can use API Key Authentication for standalone scripts or OAuth Client Credentials for applications. Always store your credentials securely using environment variables or a secret manager.

Can I manage physical lab samples with this skill?

Absolutely. The skill includes specific capabilities for managing containers, boxes, and locations, including transferring items and managing complex storage hierarchies.

Benchling R&D Integration

Name: Benchling R&D Integration
Author: Microck

byMicrock

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Data Science & ML

Automates life sciences research workflows by integrating Benchling's registry, inventory, and notebook systems via Python SDK and REST API.

This skill empowers Claude to interact seamlessly with the Benchling cloud platform, the industry standard for life sciences R&D. It provides comprehensive guidance for managing biological entities such as DNA and protein sequences, automating laboratory inventory operations, and programmatically interacting with electronic lab notebooks (ELN). Whether building event-driven integrations with AWS EventBridge or querying the Benchling Data Warehouse for analytics, this skill ensures best practices for authentication, pagination, and error handling are followed, making it an essential tool for bioinformaticians and lab automation engineers.

Key Features

01Benchling Data Warehouse querying and analytics integration

02Workflow automation and task status management

03Electronic Lab Notebook (ELN) entry creation and linking

04Automated inventory tracking for containers, plates, and locations

05Registry management for DNA, RNA, and protein sequences

0681 GitHub stars

Use Cases

01Syncing experimental data between Benchling and external analytics platforms

02Bulk importing biological sequences from FASTA files into the Benchling Registry

03Automating laboratory inventory audits and sample transfers

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add microck/ordinary-claude-skills benchling-integration

For use in Claude.ai and ChatGPT

Download Skill