Does it support Benchling's asynchronous operations?

Yes, it includes helper patterns for managing Benchling's long-running asynchronous tasks, including polling logic and wait-for-task completion helpers.

How does this skill handle Benchling authentication?

It supports both API Key authentication for scripts and OAuth Client Credentials for production applications, with built-in guidance on secure credential management using environment variables.

Is it compatible with the Benchling Data Warehouse?

Absolutely, it provides guidance for connecting to the Data Warehouse using SQL to generate compliance reports and aggregate experimental results.

Can I use this for bulk data imports?

Yes, the skill provides standardized patterns for bulk entity creation, such as importing sequences from external files or managing large-scale inventory audits.

Does the skill handle API rate limiting and retries?

Yes, the implementation patterns include a recommended retry strategy with exponential backoff for common status codes like 429 (Too Many Requests) and 503 (Service Unavailable).

Benchling Integration

Name: Benchling Integration
Author: Microck

byMicrock

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Data Science & ML

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

This skill provides a comprehensive toolkit for developers and scientists to programmatically interact with Benchling using its Python SDK and REST API. It streamlines complex laboratory operations such as managing biological sequences, automating inventory transfers, and creating electronic lab notebook (ELN) entries. Whether you are building event-driven Benchling Apps via AWS EventBridge or querying the Data Warehouse for scientific analytics, this skill ensures best practices in authentication, pagination, and error handling for robust biotech automation and reproducible research.

Key Features

01Registry management for DNA, RNA, and protein sequences

02Electronic Lab Notebook (ELN) entry creation and documentation

03Workflow task management and status automation

04Laboratory inventory automation for samples, containers, and plates

05Data Warehouse querying and AWS EventBridge integration

0689 GitHub stars

Use Cases

01Bulk importing DNA sequences from FASTA files into the Benchling Registry

02Automating sample transfers and location updates within lab inventory systems

03Syncing experimental results between Benchling and external analytics platforms

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

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