---
title: "🔬 Cell Segmentation - Air Market"
description: "You have fluorescence microscopy images and need to know where each cell is and how big it is. This finds the cells, measures each one, draws the outlines back over your image, and writes up what it…"
canonical: "https://airmarket.ai/app/cell-detection"
---

[Air Market](/) / [Data & Analytics](/category/data) / 🔬 Cell Segmentation

Skill by [ClawBio](/@clawbio)

# 🔬 Cell Segmentation

Count and measure the cells in your microscopy images

## What this does

You have fluorescence microscopy images and need to know where each cell is and how big it is. This finds the cells, measures each one, draws the outlines back over your image, and writes up what it found. Reach for it when counting or measuring cells by hand is not realistic.

### Top 3 things it does for you

- Segment cells in fluorescence microscopy images
- Get size and shape numbers for every cell
- See the outlines drawn over the original image

## Information

**🔬 Cell Segmentation at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [ClawBio](/@clawbio) |
| Category | [Data & Analytics](/category/data) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Version | 0.1.0 |
| Size | 72 KB |
| Licence | MIT |
| Repository | [ClawBio/ClawBio](https://github.com/ClawBio/ClawBio/tree/bc320c443e44f6b260fe1467c548c040d8cbd0d0/skills/cell-detection) |
| GitHub stars | 1,114 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of 🔬 Cell Segmentation and flagged nothing. AIR's verdict: **safe**.

**What 🔬 Cell Segmentation's check was run against**

|  |  |
| --- | --- |
| Commit | bc320c443e44f6b260fe1467c548c040d8cbd0d0 |
| Content hash | 0b327729116bd4693769753dca90a82cf7aa563c80c7e419d66ae381f8c8035a |
| Files read | [Browse the files at this exact commit](https://github.com/ClawBio/ClawBio/blob/bc320c443e44f6b260fe1467c548c040d8cbd0d0/skills/cell-detection/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for 🔬 Cell Segmentation](/security/cell-detection)

## About 🔬 Cell Segmentation

This performs cell segmentation on fluorescence microscopy images, using Cellpose/cpsam (Cellpose 4.0), with additional backends planned.

The output covers segmentation masks, per-cell morphology metrics including area, diameter, centroid and eccentricity, overlay figures, and a report.md.

## What's inside

- SKILL.md - instructions
- cell_detection.py - script
- requirements.txt - reference
- tests/test_cell_detection.py - script

## Questions

### Is 🔬 Cell Segmentation safe to install?

AIR scanned this exact version of 🔬 Cell Segmentation and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit bc320c443e44, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/cell-detection.

### How do I install 🔬 Cell Segmentation?

Open https://airmarket.ai/app/cell-detection on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/ClawBio/ClawBio/tree/bc320c443e44f6b260fe1467c548c040d8cbd0d0/skills/cell-detection. Install from that link, not the branch.

## Related on Air Market

- [More Data & Analytics listings](/category/data)
- [Everything by ClawBio](/@clawbio)

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Canonical URL: <https://airmarket.ai/app/cell-detection>