---
title: "Differential Expression Summary Reporter - Air Market"
description: "You have already run the differential expression analysis and now face a long table of genes. This turns it into a summary: which genes rank highest, what biological themes show up, and interpretatio…"
canonical: "https://airmarket.ai/app/de-summary"
---

[Air Market](/) / [Data & Analytics](/category/data) / Differential Expression Summary Reporter

Skill by [ClawBio](/@clawbio)

# Differential Expression Summary Reporter

Make sense of a differential expression table you already have

## What this does

You have already run the differential expression analysis and now face a long table of genes. This turns it into a summary: which genes rank highest, what biological themes show up, and interpretation written well enough to publish. Reach for it at the point where the stats are done and the writing starts.

### Top 3 things it does for you

- Summarise differential expression results you have already computed
- Get a ranked gene list out of the noise
- Draft interpretation you can put in a paper

## Information

**Differential Expression Summary Reporter 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 | 8 KB |
| Licence | MIT |
| Repository | [ClawBio/ClawBio](https://github.com/ClawBio/ClawBio/tree/5ae5a62b9c7ba223fc71c923718bbc320e181afa/skills/de-summary) |
| GitHub stars | 1,114 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Differential Expression Summary Reporter and flagged nothing. AIR's verdict: **safe**.

**What Differential Expression Summary Reporter's check was run against**

|  |  |
| --- | --- |
| Commit | 5ae5a62b9c7ba223fc71c923718bbc320e181afa |
| Content hash | c256b82bbfb50d2307e18ad27941f7f6226970a8fb3cf8df17bde61af610db35 |
| Files read | [Browse the files at this exact commit](https://github.com/ClawBio/ClawBio/blob/5ae5a62b9c7ba223fc71c923718bbc320e181afa/skills/de-summary/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 Expression Summary Reporter](/security/de-summary)

## About Differential Expression Summary Reporter

Feed it differential expression results you have already computed and it summarises them for you.

You get ranked gene lists, the biological themes running through them, and interpretation written for publication.

## What's inside

- SKILL.md - instructions

## Questions

### Is Differential Expression Summary Reporter safe to install?

AIR scanned this exact version of Differential Expression Summary Reporter 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/de-summary.

### How do I install Differential Expression Summary Reporter?

Open https://airmarket.ai/app/de-summary 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/de-summary. 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/de-summary>