Individual skill
init-analysis
This skill should be used when the user asks to "run initial analysis", "analyze single-cell data", "QC my data", "run bioinformatics pipeline", "generate analysis report", "explore my dataset", "do exploratory data analysis", "initial data analysis", or needs to perform quality control, dimensionality reduction, clustering, or marker analysis on single-cell biology data (CyTOF, scRNA-seq, flow cytometry, proteomics).
skills/bioinformatics-init-analysis/skills/init-analysis/SKILL.md
Source commit 3456bb4cfa534b491ca0f826a8c7e29919a8aaf4
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 10, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
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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)
- 1,198
- Repository last updated
- Nov 6, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- ai-scientist Repository topic
- auto-research Repository topic
- claude-code Repository topic
- claude-science-desktop-alternative Repository topic
- claude-science-free Repository topic
- literature-review Repository topic
- paper-writing Repository topic
- research-assistant Repository topic
- 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 · 5,596 bytesSKILL.mdcore · 5,596 bytesSKILL.mdcore · 5,596 bytesreferences/cytof_specifics.mddoc · 3,380 bytesreferences/plot_interpretation_guide.mddoc · 7,850 bytesreferences/scrnaseq_specifics.mddoc · 3,884 bytesreferences/statistical_methods.mddoc · 8,420 bytesscripts/detect_data_type.pyruns · 3,483 bytesscripts/run_pipeline.pyruns · 5,236 bytesscripts/step1_load_data.pyruns · 6,827 bytesscripts/step2_qc.pyruns · 6,760 bytesscripts/step3_normalize.pyruns · 4,793 bytesscripts/step4_dim_reduction.pyruns · 6,244 bytesscripts/step5_clustering.pyruns · 5,052 bytesscripts/step6_marker_analysis.pyruns · 9,222 bytesscripts/step7_report.pyruns · 21,782 bytesscripts/utils.pyruns · 4,668 bytes
No licensed excerpt is available. You can inspect the pinned source.