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omero-integration

8.3

by K-Dense-AI

198Favorites
442Upvotes
0Downvotes

Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high-content screening and microscopy workflows.

microscopy

8.3

Rating

0

Installs

Data & Analytics

Category

Quick Review

Excellent skill for OMERO microscopy data management. The description clearly articulates capabilities (image access, ROI management, batch processing, annotations) sufficient for CLI agent invocation. The structure is exemplary: SKILL.md provides a concise, well-organized overview with 8 indexed capability areas, each detailed in separate reference files, avoiding clutter. Task knowledge is comprehensive, covering connection patterns, data retrieval, pixel analysis, ROI operations, metadata management, tables, scripts, and advanced features with code examples and workflows. The skill addresses a specialized, complex domain (microscopy data platforms) where a CLI agent would struggle with API intricacies, authentication, hierarchical data models, and domain-specific operations like ROI shape management and server-side scripting, meaningfully reducing token costs for these workflows. Minor novelty score reflects that while highly specialized, the core API wrapping pattern is established, though the comprehensive coverage and workflow integration add significant value.

LLM Signals

Description coverage9
Task knowledge10
Structure10
Novelty8

GitHub Signals

6,869
818
49
3
Last commit 1 days ago

Publisher

K-Dense-AI

K-Dense-AI

Skill Author

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K-Dense-AI

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