Does it manage server connections automatically?

The skill implements best practices for connection management, specifically recommending context managers to ensure sessions are properly closed and resources are freed.

Can I perform image analysis with this skill?

Yes, the skill facilitates accessing raw pixel data as NumPy arrays, enabling complex computational analysis and the generation of derived images.

What is required to use the OMERO integration skill?

You need the omero-py library installed and active access credentials (host, port, username, and password) for an OMERO server.

Does this skill support High-Content Screening (HCS)?

Yes, it includes specific capabilities for navigating Screen, Plate, and Well hierarchies used in HCS workflows.

How are Regions of Interest (ROIs) handled?

The skill provides patterns for creating, retrieving, and analyzing various ROI shapes like polygons and masks, including extracting intensity statistics from those regions.

OMERO Microscopy Data Management

Name: OMERO Microscopy Data Management
Author: lifangda

bylifangda

•

Data Science & ML

Manages and analyzes microscopy data through the OMERO Python API, including image processing, metadata handling, and ROI management.

This skill provides specialized capabilities for interacting with the OMERO platform, an open-source standard for managing microscopy images and metadata. It enables Claude to programmatically access hierarchical data structures, retrieve pixel data as NumPy arrays, manage Regions of Interest (ROIs), and automate high-content screening workflows. By integrating best practices for session management and batch processing, it simplifies complex biological imaging tasks and ensures efficient server-side operations using the omero-py library.

Key Features

01Raw pixel data extraction and integration with NumPy for advanced analysis

0216 GitHub stars

03Structured metadata handling via OMERO Tables and custom annotations

04Full lifecycle session and connection management for OMERO servers

05Programmatic navigation of hierarchical data (Projects, Datasets, Screens, Plates)

06Comprehensive ROI management including shape creation and intensity statistics

Use Cases

01Managing and annotating large-scale biological image repositories

02Batch processing microscopy images to extract quantitative measurement data

03Automating high-content screening (HCS) analysis pipelines

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lifangda/claude-plugins omero-integration

For use in Claude.ai and ChatGPT

Download Skill