Individual skill
gene-info
Retrieves comprehensive gene information including PubMed publication counts, NCBI summaries, and Ensembl transcript data. Supports batch processing and file input. Invoke when the user asks for gene details, publication statistics, or needs to analyze a list of genes.
scientific-skills/Evidence Insight/gene-info/SKILL.md
Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 2,052
- Repository last updated
- Sep 17, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- bioinformatics Repository topic
- computational-biology Repository topic
- data-analysis Repository topic
- ai Repository topic
- biology Repository topic
- cancer-genomics Repository topic
- data-visualization Repository topic
- differential-expression Repository topic
- genomics Repository topic
- medical Repository topic
- data Derived category
Files and excerpt
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Browse files
SKILL.mdcore · 9,173 bytesSKILL.mdcore · 9,173 bytesSKILL.mdcore · 9,173 bytesSKILL.mdcore · 9,173 bytesSKILL.mdcore · 9,173 bytesSKILL.mdcore · 9,173 bytesSKILL.mdcore · 9,173 bytesSKILL.mdcore · 9,173 bytesSKILL.mdcore · 9,173 bytesSKILL.mdcore · 9,173 bytesSKILL.mdcore · 9,173 bytesSKILL.mdcore · 9,173 bytesSKILL.mdcore · 9,173 bytesSKILL.mdcore · 9,173 bytesgene-info_audit_result_v2.jsonasset · 12,327 bytesscripts/fetch_gene_info.pyruns · 18,309 bytesscripts/validate_skill.pyruns · 679 bytes
Read excerpt
> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
## When to Use
- Use this skill when the request matches its documented task boundary.
- Use it when the user can provide the required inputs and expects a structured deliverable.
- Prefer this skill for repeatable, checklist-driven execution rather than open-ended brainstorming.
## Key Features
- Scope-focused workflow aligned to: "Retrieves comprehensive gene information including PubMed publication counts, NCBI summaries, and Ensembl transcript data. Supports batch processing and file input. Invoke when the user asks for gene details, publication statistics, or needs to analyze a list of genes.".
- Packaged executable path(s): `scripts/fetch_gene_info.py` plus 1 additional script(s).
- Structured execution path designed to keep outputs consistent and reviewable.
## Dependencies