How does it handle large datasets or lists of sequences?

It utilizes generator-based pagination through the Benchling Python SDK to ensure memory-efficient processing of large entity lists.

Is it possible to automate lab notebook entries?

Yes, the skill provides methods to programmatically create, update, and link entities or results to electronic lab notebook (ELN) entries.

Does this skill support real-time data synchronization?

Yes, it includes patterns for event-driven integrations using AWS EventBridge to trigger actions based on Benchling platform events.

Does this skill require a Benchling account?

Yes, you need an active Benchling tenant and either an API key or OAuth credentials to interact with the platform's programmatic interfaces.

Can I manage physical lab inventory with this skill?

Absolutely. The skill supports creating and transferring containers, boxes, and locations within the Benchling inventory system.

Benchling R&D Integration

Name: Benchling R&D Integration
Author: pur3v4d3r

bypur3v4d3r

•

数据科学与机器学习

Automates laboratory data management and R&D workflows by integrating Benchling's registry, inventory, and ELN systems via Python SDK and REST API.

The Benchling Integration skill empowers researchers and developers to programmatically interact with the Benchling cloud platform for life sciences R&D. It facilitates the management of biological sequences, sample inventory, and electronic lab notebook (ELN) entries, while supporting complex workflow automations and data warehouse synchronization. This skill is ideal for automating repetitive lab tasks, building custom Benchling Apps, and ensuring data consistency across external systems and internal research databases.

主要功能

011 GitHub stars

02Real-time event-driven integration support via AWS EventBridge

03Electronic Lab Notebook (ELN) entry creation and documentation automation

04Comprehensive registry management for DNA, RNA, and protein sequences

05Automated inventory operations for samples, containers, and location transfers

06Workflow task orchestration with status updates and asynchronous monitoring

使用场景

01Syncing experimental results and metadata between Benchling and external analytics platforms

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

03Automating inventory audits and tracking sample transfers across lab locations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add pur3v4d3r/pur3-pkb-codebase benchling-integration

For use in Claude.ai and ChatGPT

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