---
title: "📈 Differential Visualizer - Air Market"
description: "The analysis is finished and now you need pictures and a write-up of it. This takes bulk RNA-seq differential expression output, or single-cell marker and contrast output, and produces visualisation…"
canonical: "https://airmarket.ai/app/diff-visualizer"
---

[Air Market](/) / [Data & Analytics](/category/data) / 📈 Differential Visualizer

Skill by [ClawBio](/@clawbio)

# 📈 Differential Visualizer

Turn expression results into figures and a report

## What this does

The analysis is finished and now you need pictures and a write-up of it. This takes bulk RNA-seq differential expression output, or single-cell marker and contrast output, and produces visualisation and reporting from it. Reach for it at the downstream end, once the numbers exist.

### Top 3 things it does for you

- Visualise bulk RNA-seq differential expression results
- Report on single-cell marker and contrast outputs
- Build figures from analysis output you already have

## Information

**📈 Differential Visualizer 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 | 107 KB |
| Licence | MIT |
| Repository | [ClawBio/ClawBio](https://github.com/ClawBio/ClawBio/tree/5ae5a62b9c7ba223fc71c923718bbc320e181afa/skills/diff-visualizer) |
| GitHub stars | 1,114 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of 📈 Differential Visualizer and flagged nothing. AIR's verdict: **safe**.

**What 📈 Differential Visualizer's check was run against**

|  |  |
| --- | --- |
| Commit | 5ae5a62b9c7ba223fc71c923718bbc320e181afa |
| Content hash | 73c0c733ffdfbc83029d6d80b14fef656a63562fac0d81cca2d82d781f01f3b5 |
| Files read | [Browse the files at this exact commit](https://github.com/ClawBio/ClawBio/blob/5ae5a62b9c7ba223fc71c923718bbc320e181afa/skills/diff-visualizer/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 📈 Differential Visualizer](/security/diff-visualizer)

## About 📈 Differential Visualizer

This handles the downstream end of expression analysis: visualisation and reporting once the results are in hand.

It works from bulk RNA-seq differential expression output as well as single-cell marker and contrast output.

## What's inside

- SKILL.md - instructions
- diff_visualizer.py - script
- examples/demo_bulk_counts.csv - data
- examples/demo_bulk_de_results.csv - data
- examples/demo_bulk_metadata.csv - data
- examples/demo_scrna_contrast.csv - data
- examples/demo_scrna_markers.csv - data
- tests/test_diff_visualizer.py - script

## Questions

### Is 📈 Differential Visualizer safe to install?

AIR scanned this exact version of 📈 Differential Visualizer and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 5ae5a62b9c7b, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/diff-visualizer.

### How do I install 📈 Differential Visualizer?

Open https://airmarket.ai/app/diff-visualizer 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/5ae5a62b9c7ba223fc71c923718bbc320e181afa/skills/diff-visualizer. 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/diff-visualizer>