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flowio

8.3

by K-Dense-AI

89Favorites
398Upvotes
0Downvotes

Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.

flow-cytometry

8.3

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0

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Data & Analytics

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Quick Review

Excellent bioinformatics skill for FCS file parsing. The description accurately captures core capabilities (parsing, metadata extraction, NumPy conversion). SKILL.md provides comprehensive task knowledge with clear workflows for reading files, extracting metadata, creating FCS files, handling multi-dataset files, and error handling. Structure is logical with quick start, core workflows, use cases, and troubleshooting. References API docs appropriately. High novelty - parsing binary FCS file formats with version-specific handling, preprocessing transformations, and multi-dataset support would require substantial tokens and domain expertise for a CLI agent. The skill effectively encapsulates specialized flow cytometry file format knowledge that is not readily available in general-purpose tools.

LLM Signals

Description coverage9
Task knowledge10
Structure9
Novelty8

GitHub Signals

6,871
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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