Individual skill
expression-data-retrieval
ToolUniverse workflow — Expression Data Retrieval
skills/expression-data-retrieval/SKILL.md
Source commit 894598cd3a90891a077c254566276bd379038bad
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Local scripts
- Last checked
- Nov 5, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 251
- Repository last updated
- Oct 30, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- operations Derived category
- data Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 10,538 bytesSKILL.mdcore · 10,538 bytesSKILL.mdcore · 10,538 bytesSKILL.mdcore · 10,538 bytesSKILL.mdcore · 10,538 bytesSKILL.mdcore · 10,538 bytesSKILL.mdcore · 10,538 bytesscripts/__pycache__/run.cpython-313.pycasset · 3,747 bytesscripts/run.pyruns · 2,175 bytes
Read excerpt
---
name: tooluniverse-expression-data-retrieval
description: Retrieves gene expression and omics datasets from ArrayExpress and BioStudies with gene disambiguation, experiment quality assessment, and structured reports. Creates comprehensive dataset profiles with metadata, sample information, and download links. Use when users need expression data, omics datasets, or mention ArrayExpress (E-MTAB, E-GEOD) or BioStudies (S-BSST) accessions.
---
# Gene Expression & Omics Data Retrieval
Retrieve gene expression experiments and multi-omics datasets with proper disambiguation and quality assessment.
**IMPORTANT**: Always use English terms in tool calls (gene names, tissue names, condition descriptions), even if the user writes in another language. Only try original-language terms as a fallback if English returns no results. Respond in the user's language.
## Workflow Overview
```